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@article{DBLP:journals/sadm/AlEssaSOJ24,
author = {Laila A. Al{-}Essa and
Shakaiba Shafiq and
Deniz Ozonur and
Farrukh Jamal},
title = {Study of a bounded interval perks distribution with quantile regression
analysis},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11656},
doi = {10.1002/SAM.11656},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AlEssaSOJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AutenriethDTS24,
author = {Maximilian Autenrieth and
David A. Van Dyk and
Roberto Trotta and
David C. Stenning},
title = {Stratified learning: {A} general-purpose statistical method for improved
learning under covariate shift},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11643},
doi = {10.1002/SAM.11643},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AutenriethDTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BagnatoFP24,
author = {Luca Bagnato and
Alessio Farcomeni and
Antonio Punzo},
title = {The generalized hyperbolic family and automatic model selection through
the multiple-choice {LASSO}},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11652},
doi = {10.1002/SAM.11652},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BagnatoFP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BourelCGP24,
author = {Mathias Bourel and
Jairo Cugliari and
Yannig Goude and
Jean{-}Michel Poggi},
title = {Boosting diversity in regression ensembles},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11654},
doi = {10.1002/SAM.11654},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BourelCGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CombesFG24,
author = {Florian Combes and
Ricardo Fraiman and
Badih Ghattas},
title = {Subsampling under distributional constraints},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11661},
doi = {10.1002/SAM.11661},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CombesFG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FengM24,
author = {Sean Xinyang Feng and
Aya A. Mitani},
title = {Marginal clustered multistate models for longitudinal progressive
processes with informative cluster size},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11668},
doi = {10.1002/SAM.11668},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FengM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FurnoC24,
author = {Marilena Furno and
Francesco Caracciolo},
title = {The finite mixture model for the tails of distribution: Monte Carlo
experiment and empirical applications},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11671},
doi = {10.1002/SAM.11671},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FurnoC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GaiMW24,
author = {Yujie Gai and
Kang Meng and
Xiaodi Wang},
title = {Online learning for streaming data classification in nonstationary
environments},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11669},
doi = {10.1002/SAM.11669},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GaiMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GallaugherZ24,
author = {Michael P. B. Gallaugher and
Xuwen Zhu},
title = {Modeling matrix variate time series via hidden Markov models with
skewed emissions},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11666},
doi = {10.1002/SAM.11666},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GallaugherZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GanguliMT24,
author = {Arkaprabha Ganguli and
Tapabrata Maiti and
David Todem},
title = {Error-controlled feature selection for ultrahigh-dimensional and highly
correlated feature space using deep learning},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11664},
doi = {10.1002/SAM.11664},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GanguliMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GaoKNRZA24,
author = {Wenyu Gao and
Inyoung Kim and
Wonil Nam and
Xiang Ren and
Wei Zhou and
Masoud Agah},
title = {Nonparametric Bayesian functional clustering with applications to
racial disparities in breast cancer},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11657},
doi = {10.1002/SAM.11657},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GaoKNRZA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Geng24,
author = {Ziwen Geng},
title = {A novel two-step extrapolation-insertion risk model based on the Expectile
under the Pareto-type distribution},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11665},
doi = {10.1002/SAM.11665},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Geng24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GerberC24,
author = {Eric A. E. Gerber and
Bruce A. Craig},
title = {Residuals and diagnostics for multinomial regression models},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11645},
doi = {10.1002/SAM.11645},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GerberC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JungKK24,
author = {Junsub Jung and
Sungil Kim and
Heeyoung Kim},
title = {Spatially-correlated time series clustering using location-dependent
Dirichlet process mixture model},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11649},
doi = {10.1002/SAM.11649},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JungKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KenettG24,
author = {Ron S. Kenett and
Chris Gotwalt},
title = {The analysis of association rules: Latent class analysis},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {3},
year = {2024},
url = {https://doi.org/10.1002/sam.11686},
doi = {10.1002/SAM.11686},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KenettG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimPC24,
author = {Juhyeon Kim and
Soyoung Park and
Alicia L. Carriquiry},
title = {A deep learning approach for the comparison of handwritten documents
using latent feature vectors},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11660},
doi = {10.1002/SAM.11660},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoepkeGF24,
author = {Lucas Koepke and
Mary Gregg and
Michael Frey},
title = {A machine learning oracle for parameter estimation},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11651},
doi = {10.1002/SAM.11651},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KoepkeGF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LaskaLSM24,
author = {Eugene Laska and
Ziqiang Lin and
Carole Siegel and
Charles Marmar},
title = {A treeless absolutely random forest with closed-form estimators of
expected proximities},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11678},
doi = {10.1002/SAM.11678},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LaskaLSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeCP24,
author = {Hana Lee and
Alicia L. Carriquiry and
Soyoung Park},
title = {An automated alignment algorithm for identification of the source
of footwear impressions with common class characteristics},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11659},
doi = {10.1002/SAM.11659},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeCP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiMYYZ24,
author = {Runze Li and
Jin Mu and
Songshan Yang and
Cong Ye and
Xiang Zhan},
title = {Compositional variable selection in quantile regression for microbiome
data with false discovery rate control},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11674},
doi = {10.1002/SAM.11674},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiMYYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiangT24,
author = {Jinwen Liang and
Maozai Tian},
title = {Imputed quantile vector autoregressive model for multivariate spatial-temporal
data},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11658},
doi = {10.1002/SAM.11658},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiangT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuCLH24,
author = {Zhan Liu and
Xuesong Chen and
Ruohan Li and
Lanbao Hou},
title = {Bayesian inference for nonprobability samples with nonignorable missingness},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11667},
doi = {10.1002/SAM.11667},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MaHGWW24,
author = {Zhuanzhuan Ma and
Zifei Han and
Souparno Ghosh and
Liucang Wu and
Min Wang},
title = {Sparse Bayesian variable selection in high-dimensional logistic regression
models with correlated priors},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11663},
doi = {10.1002/SAM.11663},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MaHGWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MichaudGHW24,
author = {Isaac J. Michaud and
Michael Grosskopf and
Jesson Hutchinson and
Scott A. Vander Wiel},
title = {Expert-in-the-loop design of integral nuclear data experiments},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11677},
doi = {10.1002/SAM.11677},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MichaudGHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NouriKF24,
author = {Zahra Nouri and
Vahid Kiani and
Hamid Fadishei},
title = {Rarity updated ensemble with oversampling: An ensemble approach to
classification of imbalanced data streams},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11662},
doi = {10.1002/SAM.11662},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NouriKF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OspinaCRM24,
author = {Raydonal Ospina and
Ranah Duarte Costa and
Leandro Chaves R{\^{e}}go and
Fernando Marmolejo{-}Ramos},
title = {Application of nonparametric quantifiers for online handwritten signature
verification: {A} statistical learning approach},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11673},
doi = {10.1002/SAM.11673},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/OspinaCRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/QuinlanMP24,
author = {Kevin R. Quinlan and
Jagadeesh Movva and
Brad Perfect},
title = {Non-uniform active learning for Gaussian process models with applications
to trajectory informed aerodynamic databases},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11675},
doi = {10.1002/SAM.11675},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/QuinlanMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShaheenMSI24,
author = {Hina Shaheen and
Roderick Melnik and
Sundeep Singh and
Alzheimer's Disease Neuroimaging Initiative},
title = {Data-driven stochastic model for quantifying the interplay between
amyloid-beta and calcium levels in Alzheimer's disease},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11679},
doi = {10.1002/SAM.11679},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShaheenMSI24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SimpsonMBST24,
author = {Andrew Simpson and
Semhar Michael and
Dylan Borchert and
Christopher Saunders and
Larry Tang},
title = {Modeling subpopulations for hierarchically structured data},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11650},
doi = {10.1002/SAM.11650},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SimpsonMBST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TomcicSR24,
author = {Aleksandar Tomcic and
Milos Savic and
Milos Radovanovic},
title = {Hub-aware random walk graph embedding methods for classification},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11676},
doi = {10.1002/SAM.11676},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TomcicSR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/UmA24,
author = {Seungha Um and
Samrachana Adhikari},
title = {Considerations in Bayesian agent-based modeling for the analysis of
{COVID-19} data},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11655},
doi = {10.1002/SAM.11655},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/UmA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Wen24,
author = {Xiaoyi Wen},
title = {Two-sample testing for random graphs},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {4},
year = {2024},
url = {https://doi.org/10.1002/sam.11703},
doi = {10.1002/SAM.11703},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Wen24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WielGMN24,
author = {Scott A. Vander Wiel and
Michael J. Grosskopf and
Isaac J. Michaud and
Denise Neudecker},
title = {Driving mode analysis - How uncertain functional inputs propagate
to an output},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11646},
doi = {10.1002/SAM.11646},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WielGMN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WuWF24,
author = {Sanyou Wu and
Fuying Wang and
Long Feng},
title = {Individualized image region detection with total variation},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {3},
year = {2024},
url = {https://doi.org/10.1002/sam.11684},
doi = {10.1002/SAM.11684},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WuWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XiaoyuTTT24,
author = {Niu Xiaoyu and
Yuzhu Tian and
Man{-}Lai Tang and
Maozai Tian},
title = {Multivariate contaminated normal mixture regression modeling of longitudinal
data based on joint mean-covariance model},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11653},
doi = {10.1002/SAM.11653},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XiaoyuTTT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XieHZ24,
author = {Mengqi Xie and
Tao Hu and
Jie Zhou},
title = {Transfer learning under the Cox model with interval-censored data},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11680},
doi = {10.1002/SAM.11680},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XieHZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XueCD24,
author = {Hao Xue and
Sounak Chakraborty and
Tanujit Dey},
title = {Bayesian shrinkage models for integration and analysis of multiplatform
high-dimensional genomics data},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11682},
doi = {10.1002/SAM.11682},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XueCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YangLA24,
author = {Xiankui Yang and
Lu Lu and
Christine M. Anderson{-}Cook},
title = {Input-response space-filling designs incorporating response uncertainty},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11648},
doi = {10.1002/SAM.11648},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YangLA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuZhuCLZT24,
author = {Yuzhu Tian and
Chun{-}Ho Wu and
Ling{-}Nan Tai and
Zhibao Mian and
Maozai Tian},
title = {Bayesian relative composite quantile regression approach of ordinal
latent regression model with \emph{L}\({}_{\mbox{1/2}}\) regularization},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11683},
doi = {10.1002/SAM.11683},
timestamp = {Wed, 22 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuZhuCLZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangD24,
author = {Maoyu Zhang and
Wenlin Dai},
title = {On difference-based gradient estimation in nonparametric regression},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11644},
doi = {10.1002/SAM.11644},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangTHM24,
author = {Yuhao Zhang and
Lu Tang and
Yuxiao Huang and
Yan Ma},
title = {Smart data augmentation: One equation is all you need},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11672},
doi = {10.1002/SAM.11672},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangTHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhaoWJ24,
author = {Zhigen Zhao and
Tong Wang and
Bo Ji},
title = {Randomized multiarm bandits: An improved adaptive data collection
method},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11681},
doi = {10.1002/SAM.11681},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhaoWJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhengMXX24,
author = {Xiaojun Zheng and
Simon Mak and
Liyan Xie and
Yao Xie},
title = {\emph{e}\({}^{\mbox{RPCA}}\): Robust Principal Component Analysis
for Exponential Family Distributions},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {2},
year = {2024},
url = {https://doi.org/10.1002/sam.11670},
doi = {10.1002/SAM.11670},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhengMXX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AgarwalEF23,
author = {Gaurav Agarwal and
Idris A. Eckley and
Paul Fearnhead},
title = {Semiparametric detection of changepoints in location, scale, and copula},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {5},
pages = {456--473},
year = {2023},
url = {https://doi.org/10.1002/sam.11622},
doi = {10.1002/SAM.11622},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AgarwalEF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BocciGMP23,
author = {Chiara Bocci and
Anna Gottard and
Thomas Brendan Murphy and
Giovanni Camillo Porzio},
title = {{CLADAG} 2021 special issue: Selected papers on classification and
data analysis},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {317--318},
year = {2023},
url = {https://doi.org/10.1002/sam.11633},
doi = {10.1002/SAM.11633},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BocciGMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CarpitaG23,
author = {Maurizio Carpita and
Silvia Golia},
title = {Categorical classifiers in multiclass classification with imbalanced
datasets},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {391--405},
year = {2023},
url = {https://doi.org/10.1002/sam.11624},
doi = {10.1002/SAM.11624},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CarpitaG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChangDOL23,
author = {Changgee Chang and
Zongyu Dai and
Jihwan Oh and
Qi Long},
title = {Integrative learning of structured high-dimensional data from multiple
datasets},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {120--134},
year = {2023},
url = {https://doi.org/10.1002/sam.11601},
doi = {10.1002/SAM.11601},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChangDOL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChengXSZ23,
author = {Zhe Cheng and
Xiangjian Xu and
Zihao Song and
Weihua Zhao},
title = {Randomized algorithms for tensor response regression},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {149--161},
year = {2023},
url = {https://doi.org/10.1002/sam.11603},
doi = {10.1002/SAM.11603},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChengXSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChristiansonPG23,
author = {Ryan B. Christianson and
Ryan M. Pollyea and
Robert B. Gramacy},
title = {Traditional kriging versus modern Gaussian processes for large-scale
mining data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {5},
pages = {488--506},
year = {2023},
url = {https://doi.org/10.1002/sam.11635},
doi = {10.1002/SAM.11635},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ChristiansonPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Condino23,
author = {Francesca Condino},
title = {Share density-based clustering of income data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {336--347},
year = {2023},
url = {https://doi.org/10.1002/sam.11619},
doi = {10.1002/SAM.11619},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Condino23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DahlAC23,
author = {David B. Dahl and
Jacob Andros and
J. Brandon Carter},
title = {Cluster analysis via random partition distributions},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {135--148},
year = {2023},
url = {https://doi.org/10.1002/sam.11602},
doi = {10.1002/SAM.11602},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DahlAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FrielLEJLK23,
author = {Dylan C. Friel and
Yunzhe Li and
Benjamin Ellis and
Daniel R. Jeske and
Herbert K. H. Lee and
Philip H. Kass},
title = {A neutral zone classifier for three classes with an application to
text mining},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {560--568},
year = {2023},
url = {https://doi.org/10.1002/sam.11639},
doi = {10.1002/SAM.11639},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/FrielLEJLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GaoHM23,
author = {Yaqian Gao and
Yifan Huang and
Shengwang Meng},
title = {Evaluation and interpretation of driving risks: Automobile claim frequency
modeling with telematics data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {97--119},
year = {2023},
url = {https://doi.org/10.1002/sam.11599},
doi = {10.1002/SAM.11599},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GaoHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GoliaZ23,
author = {Silvia Golia and
Paola Zola},
title = {An auxiliary Part-of-Speech tagger for blog and microblog cyber-slang},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {65--79},
year = {2023},
url = {https://doi.org/10.1002/sam.11596},
doi = {10.1002/SAM.11596},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GoliaZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GreselinJT23,
author = {Francesca Greselin and
Alina Jedrzejczak and
Kamila Trzcinska},
title = {A new parametric approach to gender gap with application to {EUSILC}
data in Poland and Italy},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {319--335},
year = {2023},
url = {https://doi.org/10.1002/sam.11623},
doi = {10.1002/SAM.11623},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GreselinJT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HannakHKS23,
author = {Gabor Hannak and
G{\'{a}}bor Horv{\'{a}}th and
Attila K{\'{a}}d{\'{a}}r and
M{\'{a}}rk D{\'{a}}niel Szalai},
title = {Bilateral-Weighted Online Adaptive Isolation Forest for anomaly detection
in streaming data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {215--223},
year = {2023},
url = {https://doi.org/10.1002/sam.11612},
doi = {10.1002/SAM.11612},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HannakHKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JangPC23,
author = {Moonsoo Jang and
Soyoung Park and
Alicia L. Carriquiry},
title = {A finely tuned deep transfer learning algorithm to compare outsole
images},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {511--527},
year = {2023},
url = {https://doi.org/10.1002/sam.11636},
doi = {10.1002/SAM.11636},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/JangPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KilianLUHK23,
author = {Pascal Kilian and
Daniel Leyhr and
Christopher J. Urban and
Oliver H{\"{o}}ner and
Augustin Kelava},
title = {A deep learning factor analysis model based on importance-weighted
variational inference and normalizing flow priors: Evaluation within
a set of multidimensional performance assessments in youth elite soccer
players},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {5},
pages = {474--487},
year = {2023},
url = {https://doi.org/10.1002/sam.11632},
doi = {10.1002/SAM.11632},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KilianLUHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimKKK23,
author = {Seonghyeon Kim and
Sara Kim and
Kunwoong Kim and
Yongdai Kim},
title = {\emph{L}\({}_{\mbox{\emph{q}}}\) regularization for fair artificial
intelligence robust to covariate shift},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {237--256},
year = {2023},
url = {https://doi.org/10.1002/sam.11616},
doi = {10.1002/SAM.11616},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KimKKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoldanovKS23,
author = {Petr A. Koldanov and
Alexander P. Koldanov and
D. P. Semenov},
title = {Confidence bounds for threshold similarity graph in random variable
network},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {583--595},
year = {2023},
url = {https://doi.org/10.1002/sam.11642},
doi = {10.1002/SAM.11642},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KoldanovKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LaiDSZ23,
author = {Peng Lai and
Qing Di and
Zhezi Shen and
Yanqiu Zhou},
title = {Feature screening of ultrahigh dimensional longitudinal data based
on the C-statistic},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {80--91},
year = {2023},
url = {https://doi.org/10.1002/sam.11597},
doi = {10.1002/SAM.11597},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LaiDSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LaketaN23,
author = {Petra Laketa and
Stanislav Nagy},
title = {Simplicial depth: Characterization and reconstruction},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {358--373},
year = {2023},
url = {https://doi.org/10.1002/sam.11618},
doi = {10.1002/SAM.11618},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LaketaN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiZ23,
author = {Zichang Li and
Xuejing Zhao},
title = {Buckley-James estimation of generalized additive accelerated lifetime
model with ultrahigh-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {305--312},
year = {2023},
url = {https://doi.org/10.1002/sam.11615},
doi = {10.1002/SAM.11615},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LiZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiZSJ23,
author = {Runxin Li and
Xuefeng Zhao and
Zhenhong Shang and
Lianyin Jia},
title = {Semi-supervised multi-label learning with missing labels by exploiting
feature-label correlations},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {187--209},
year = {2023},
url = {https://doi.org/10.1002/sam.11607},
doi = {10.1002/SAM.11607},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiZSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuZP23,
author = {Zhan Liu and
Junbo Zheng and
Yingli Pan},
title = {Doubly robust estimation for non-probability samples with modified
intertwined probabilistic factors decoupling},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {224--236},
year = {2023},
url = {https://doi.org/10.1002/sam.11614},
doi = {10.1002/SAM.11614},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LiuZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LozanoAL23,
author = {Gabriel Lozano and
Nadia Atallah and
Michael Levine},
title = {Nonparametric clustering of RNA-sequencing data},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {547--559},
year = {2023},
url = {https://doi.org/10.1002/sam.11638},
doi = {10.1002/SAM.11638},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LozanoAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MokkademPR23,
author = {Abdelkader Mokkadem and
Mariane Pelletier and
Louis Raimbault},
title = {Association rules and decision rules},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {5},
pages = {411--435},
year = {2023},
url = {https://doi.org/10.1002/sam.11620},
doi = {10.1002/SAM.11620},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/MokkademPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Nagy23,
author = {Stanislav Nagy},
title = {Simplicial depth and its median: Selected properties and limitations},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {374--390},
year = {2023},
url = {https://doi.org/10.1002/sam.11605},
doi = {10.1002/SAM.11605},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/Nagy23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OflazYS23,
author = {Zarina Oflaz and
Ceylan Yozgatligil and
A. Sevtap Selcuk{-}Kestel},
title = {Estimation of disease progression for ischemic heart disease using
latent Markov with covariates},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {16--28},
year = {2023},
url = {https://doi.org/10.1002/sam.11589},
doi = {10.1002/SAM.11589},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/OflazYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/QuXSK23,
author = {Wentao Qu and
Xianchao Xiu and
Jun Sun and
Lingchen Kong},
title = {A new formulation of sparse multiple kernel k{\textdollar}{\textdollar}
k {\textdollar}{\textdollar}-means clustering and its applications},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {5},
pages = {436--455},
year = {2023},
url = {https://doi.org/10.1002/sam.11621},
doi = {10.1002/SAM.11621},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/QuXSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SavvidesMP23,
author = {Rafael Savvides and
Jarmo M{\"{a}}kel{\"{a}} and
Kai Puolam{\"{a}}ki},
title = {Model selection with bootstrap validation},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {2},
pages = {162--186},
year = {2023},
url = {https://doi.org/10.1002/sam.11606},
doi = {10.1002/SAM.11606},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SavvidesMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/UmLL23,
author = {Insung Um and
Geonseok Lee and
Kichun Lee},
title = {Adaptive boosting for ordinal target variables using neural networks},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {257--271},
year = {2023},
url = {https://doi.org/10.1002/sam.11613},
doi = {10.1002/SAM.11613},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/UmLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VeneriO23,
author = {Federico Veneri and
Danica M. Ommen},
title = {Ensemble learning for score likelihood ratios under the common source
problem},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {528--546},
year = {2023},
url = {https://doi.org/10.1002/sam.11637},
doi = {10.1002/SAM.11637},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VeneriO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/X23,
title = {Corrigendum},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {92},
year = {2023},
url = {https://doi.org/10.1002/sam.11604},
doi = {10.1002/SAM.11604},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XuFLHXL23,
author = {Weijun Xu and
Zhineng Fu and
Hongyi Li and
Jinglong Huang and
Weidong Xu and
Yiyang Luo},
title = {A study of the impact of {COVID-19} on the Chinese stock market based
on a new textual multiple {ARMA} model},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {5--15},
year = {2023},
url = {https://doi.org/10.1002/sam.11582},
doi = {10.1002/SAM.11582},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/XuFLHXL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YanZM23,
author = {Han Yan and
Sanguo Zhang and
Shuangge Ma},
title = {Hierarchy-assisted gene expression regulatory network analysis},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {272--294},
year = {2023},
url = {https://doi.org/10.1002/sam.11609},
doi = {10.1002/SAM.11609},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/YanZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuSH23,
author = {Xi Yu and
Florian Schuberth and
J{\"{o}}rg Henseler},
title = {Specifying composites in structural equation modeling: {A} refinement
of the Henseler-Ogasawara specification},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {4},
pages = {348--357},
year = {2023},
url = {https://doi.org/10.1002/sam.11608},
doi = {10.1002/SAM.11608},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangL23,
author = {Lixiang Zhang and
Jia Li},
title = {Robust deep neural network surrogate models with uncertainty quantification
via adversarial training},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {3},
pages = {295--304},
year = {2023},
url = {https://doi.org/10.1002/sam.11610},
doi = {10.1002/SAM.11610},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhaoY23,
author = {Xiaoqiang Zhao and
Qinglei Yao},
title = {An Improved D2GAN-based oversampling algorithm for imbalanced data
classification},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {6},
pages = {569--582},
year = {2023},
url = {https://doi.org/10.1002/sam.11640},
doi = {10.1002/SAM.11640},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ZhaoY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhouM23,
author = {Siyu Zhou and
Lucas Mentch},
title = {Trees, forests, chickens, and eggs: when and why to prune trees in
a random forest},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {45--64},
year = {2023},
url = {https://doi.org/10.1002/sam.11594},
doi = {10.1002/SAM.11594},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhouM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZubarogluA23,
author = {Alaettin Zubaroglu and
Volkan Atalay},
title = {Online embedding and clustering of evolving data streams},
journal = {Stat. Anal. Data Min.},
volume = {16},
number = {1},
pages = {29--44},
year = {2023},
url = {https://doi.org/10.1002/sam.11590},
doi = {10.1002/SAM.11590},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZubarogluA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AwasthiSWL22,
author = {Shantanu Awasthi and
Indranil Sengupta and
William Wilson and
Prithviraj Lakkakula},
title = {Machine learning and neural network based model predictions of soybean
export shares from {US} Gulf to China},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {707--721},
year = {2022},
url = {https://doi.org/10.1002/sam.11595},
doi = {10.1002/SAM.11595},
timestamp = {Sat, 30 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/AwasthiSWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BelliV22,
author = {Edoardo Belli and
Simone Vantini},
title = {Measure inducing classification and regression trees for functional
data},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {553--569},
year = {2022},
url = {https://doi.org/10.1002/sam.11569},
doi = {10.1002/SAM.11569},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BelliV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChakrabortyV22,
author = {Abhishek Chakraborty and
Stephen B. Vardeman},
title = {Some Bayesian biclustering methods: Modeling and inference},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {413--432},
year = {2022},
url = {https://doi.org/10.1002/sam.11584},
doi = {10.1002/SAM.11584},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChakrabortyV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Cheng22,
author = {Hao Cheng},
title = {Efficient importance sampling imputation algorithms for quantile and
composite quantile regression},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {339--356},
year = {2022},
url = {https://doi.org/10.1002/sam.11565},
doi = {10.1002/SAM.11565},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Cheng22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CorralesC22,
author = {Martha Luc{\'{\i}}a Corrales and
Edilberto Cepeda Cuervo},
title = {Bayesian modeling of location, scale, and shape parameters in skew-normal
regression models},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {98--111},
year = {2022},
url = {https://doi.org/10.1002/sam.11548},
doi = {10.1002/SAM.11548},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/CorralesC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DaoWG22,
author = {Mai Dao and
Min Wang and
Souparno Ghosh},
title = {A novel Bayesian method for variable selection and estimation in binary
quantile regression},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {766--780},
year = {2022},
url = {https://doi.org/10.1002/sam.11591},
doi = {10.1002/SAM.11591},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DaoWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DavidowM22,
author = {Matthew Davidow and
David S. Matteson},
title = {Factor analysis of mixed data for anomaly detection},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {480--493},
year = {2022},
url = {https://doi.org/10.1002/sam.11585},
doi = {10.1002/SAM.11585},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DavidowM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DixitR22,
author = {Anand Dixit and
Vivekananda Roy},
title = {Analyzing relevance vector machines using a single penalty approach},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {143--155},
year = {2022},
url = {https://doi.org/10.1002/sam.11551},
doi = {10.1002/SAM.11551},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DixitR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DormanM22,
author = {Karin S. Dorman and
Ranjan Maitra},
title = {An efficient k-modes algorithm for clustering categorical datasets},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {83--97},
year = {2022},
url = {https://doi.org/10.1002/sam.11546},
doi = {10.1002/SAM.11546},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DormanM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FathiMK22,
author = {Mohammad Fathi and
Nader Markazi Moghaddam and
Leila Kheyrati},
title = {Development and validation of models for two-week mortality of inpatients
with {COVID-19} infection: {A} large prospective cohort study},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {586--597},
year = {2022},
url = {https://doi.org/10.1002/sam.11572},
doi = {10.1002/SAM.11572},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FathiMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FengS22,
author = {Jean Feng and
Noah Simon},
title = {Ensembled sparse-input hierarchical networks for high-dimensional
datasets},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {736--750},
year = {2022},
url = {https://doi.org/10.1002/sam.11579},
doi = {10.1002/SAM.11579},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/FengS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FischEF22,
author = {Alexander Tristan Maximilian Fisch and
Idris A. Eckley and
Paul Fearnhead},
title = {A linear time method for the detection of collective and point anomalies},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {494--508},
year = {2022},
url = {https://doi.org/10.1002/sam.11586},
doi = {10.1002/SAM.11586},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FischEF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GuggilamCP22,
author = {Sreelekha Guggilam and
Varun Chandola and
Abani K. Patra},
title = {Tracking clusters and anomalies in evolving data streams},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {156--178},
year = {2022},
url = {https://doi.org/10.1002/sam.11552},
doi = {10.1002/SAM.11552},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GuggilamCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HuangFM22,
author = {Yuxiao Huang and
Kara G. Fields and
Yan Ma},
title = {A tutorial on generative adversarial networks with application to
classification of imbalanced data},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {543--552},
year = {2022},
url = {https://doi.org/10.1002/sam.11570},
doi = {10.1002/SAM.11570},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HuangFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JohnsonO22,
author = {Madeline Quinn Johnson and
Danica M. Ommen},
title = {Handwriting identification using random forests and score-based likelihood
ratios},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {357--375},
year = {2022},
url = {https://doi.org/10.1002/sam.11566},
doi = {10.1002/SAM.11566},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JohnsonO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Joseph22,
author = {V. Roshan Joseph},
title = {Optimal ratio for data splitting},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {531--538},
year = {2022},
url = {https://doi.org/10.1002/sam.11583},
doi = {10.1002/SAM.11583},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Joseph22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JungK22,
author = {Yoonsuh Jung and
Hayoung Kim},
title = {Weighted validation of heteroscedastic regression models for better
selection},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {57--68},
year = {2022},
url = {https://doi.org/10.1002/sam.11544},
doi = {10.1002/SAM.11544},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/JungK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kiersztyn22,
author = {Krystyna Kiersztyn},
title = {Intuitively adaptable outlier detector},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {463--479},
year = {2022},
url = {https://doi.org/10.1002/sam.11562},
doi = {10.1002/SAM.11562},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Kiersztyn22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimKNK22,
author = {Woosung Kim and
Seonghyeon Kim and
Myung Hwan Na and
Yongdai Kim},
title = {A modified least angle regression algorithm for interaction selection
with heredity},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {630--647},
year = {2022},
url = {https://doi.org/10.1002/sam.11577},
doi = {10.1002/SAM.11577},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimKNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KrepelKKJ22,
author = {Jessica Krepel and
Magdalena Kircher and
Moritz Kohls and
Klaus Jung},
title = {Comparison of merging strategies for building machine learning models
on multiple independent gene expression data sets},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {112--124},
year = {2022},
url = {https://doi.org/10.1002/sam.11549},
doi = {10.1002/SAM.11549},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KrepelKKJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiSAM22,
author = {Peide Li and
Seyyid Emre Sofuoglu and
Selin Aviyente and
Tapabrata Maiti},
title = {Coupled support tensor machine classification for multimodal neuroimaging
data},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {797--818},
year = {2022},
url = {https://doi.org/10.1002/sam.11587},
doi = {10.1002/SAM.11587},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiSAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiWK22,
author = {Linxi Li and
Qin Wang and
Chenlu Ke},
title = {Local support vector machine based dimension reduction},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {722--735},
year = {2022},
url = {https://doi.org/10.1002/sam.11600},
doi = {10.1002/SAM.11600},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiangZCJ22,
author = {Xijun Liang and
Zhipeng Zhang and
Xingke Chen and
Ling Jian},
title = {Kernel learning with nonconvex ramp loss},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {751--765},
year = {2022},
url = {https://doi.org/10.1002/sam.11588},
doi = {10.1002/SAM.11588},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiangZCJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LinLS22,
author = {Ziqiang Lin and
Eugene Laska and
Carole Siegel},
title = {A general iterative clustering algorithm},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {433--446},
year = {2022},
url = {https://doi.org/10.1002/sam.11573},
doi = {10.1002/SAM.11573},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LinLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuLL22,
author = {Rongzi Liu and
Chenxi Li and
Qing Lu},
title = {Neural-network transformation models for counting processes},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {322--338},
year = {2022},
url = {https://doi.org/10.1002/sam.11564},
doi = {10.1002/SAM.11564},
timestamp = {Tue, 28 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuYB22,
author = {Tianmou Liu and
Han Yu and
Rachael Hageman Blair},
title = {Out-of-bag stability estimation for k-means clustering},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {781--796},
year = {2022},
url = {https://doi.org/10.1002/sam.11593},
doi = {10.1002/SAM.11593},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuYB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuZM22,
author = {Mengque Liu and
Qingzhao Zhang and
Shuangge Ma},
title = {A tree-based gene-environment interaction analysis with rare features},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {648--674},
year = {2022},
url = {https://doi.org/10.1002/sam.11578},
doi = {10.1002/SAM.11578},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuZR22,
author = {Haitao Liu and
Jian Zou and
Nalini Ravishanker},
title = {Biclustering high-frequency financial time series based on information
theory},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {447--462},
year = {2022},
url = {https://doi.org/10.1002/sam.11581},
doi = {10.1002/SAM.11581},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LongH22,
author = {James P. Long and
Min Jin Ha},
title = {Sample selection bias in evaluation of prediction performance of causal
models},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {5--14},
year = {2022},
url = {https://doi.org/10.1002/sam.11559},
doi = {10.1002/SAM.11559},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LongH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LorenzoCTS22,
author = {Hadrien Lorenzo and
Olivier Cloarec and
Rodolphe Thi{\'{e}}baut and
J{\'{e}}r{\^{o}}me Saracco},
title = {Data-driven sparse partial least squares},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {264--282},
year = {2022},
url = {https://doi.org/10.1002/sam.11558},
doi = {10.1002/SAM.11558},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LorenzoCTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LyuL22,
author = {Xiong Lyu and
Michael Ludkovski},
title = {Adaptive batching for Gaussian process surrogates with application
in noisy level set estimation},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {225--246},
year = {2022},
url = {https://doi.org/10.1002/sam.11556},
doi = {10.1002/SAM.11556},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LyuL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MassiGIP22,
author = {Michela Carlotta Massi and
Francesca Gasperoni and
Francesca Ieva and
Anna Maria Paganoni},
title = {Feature selection for imbalanced data with deep sparse autoencoders
ensemble},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {376--395},
year = {2022},
url = {https://doi.org/10.1002/sam.11567},
doi = {10.1002/SAM.11567},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MassiGIP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MulgraveG22,
author = {Jami J. Mulgrave and
Subhashis Ghosal},
title = {Regression-based Bayesian estimation and structure learning for nonparanormal
graphical models},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {611--629},
year = {2022},
url = {https://doi.org/10.1002/sam.11576},
doi = {10.1002/SAM.11576},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MulgraveG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParkBP22,
author = {Hoyoung Park and
Seungchul Baek and
Junyong Park},
title = {High-dimensional classification based on nonparametric maximum likelihood
estimation under unknown and inhomogeneous variances},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {193--205},
year = {2022},
url = {https://doi.org/10.1002/sam.11554},
doi = {10.1002/SAM.11554},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParkBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PermiakovaB22,
author = {Olga Permiakova and
Thomas Burger},
title = {Sketched Stochastic Dictionary Learning for large-scale data and application
to high-throughput mass spectrometry},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {43--56},
year = {2022},
url = {https://doi.org/10.1002/sam.11542},
doi = {10.1002/SAM.11542},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/PermiakovaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RaoLC22,
author = {Weidong Rao and
Xiaofei Liu and
Fei Chen},
title = {Local influence analysis for the sliced average third-moment estimation},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {509--520},
year = {2022},
url = {https://doi.org/10.1002/sam.11575},
doi = {10.1002/SAM.11575},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RaoLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShaZ22,
author = {Fei Sha and
Ruizhi Zhang},
title = {Adversarially robust subspace learning in the spiked covariance model},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {4},
pages = {521--530},
year = {2022},
url = {https://doi.org/10.1002/sam.11580},
doi = {10.1002/SAM.11580},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShaZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TuS22,
author = {Wangshu Tu and
Sanjeena Subedi},
title = {A family of mixture models for biclustering},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {206--224},
year = {2022},
url = {https://doi.org/10.1002/sam.11555},
doi = {10.1002/SAM.11555},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TuS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VakayilJ22,
author = {Akhil Vakayil and
V. Roshan Joseph},
title = {Data Twinning},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {598--610},
year = {2022},
url = {https://doi.org/10.1002/sam.11574},
doi = {10.1002/SAM.11574},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VakayilJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WanCMCW22,
author = {Shu{-}Mei Wan and
Wen{-}Yaw Chung and
Monica Mayeni Manurung and
Kwang{-}Hwa Chang and
Chien{-}Hua Wu},
title = {Regrouped design in privacy analysis for multinomial microdata},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {179--192},
year = {2022},
url = {https://doi.org/10.1002/sam.11553},
doi = {10.1002/SAM.11553},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WanCMCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WeiN22,
author = {Susan Wei and
Marc Niethammer},
title = {The fairness-accuracy Pareto front},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {287--302},
year = {2022},
url = {https://doi.org/10.1002/sam.11560},
doi = {10.1002/SAM.11560},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WeiN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XiaWSH22,
author = {Qiang Xia and
Heung Wong and
Shirun Shen and
Kejun He},
title = {Factor analysis for high-dimensional time series: Consistent estimation
and efficient computation},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {2},
pages = {247--263},
year = {2022},
url = {https://doi.org/10.1002/sam.11557},
doi = {10.1002/SAM.11557},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XiaWSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Yatracos22,
author = {Yannis G. Yatracos},
title = {Residual's influence index (RINFIN), bad leverage and unmasking in
high dimensional L2-regression},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {125--138},
year = {2022},
url = {https://doi.org/10.1002/sam.11550},
doi = {10.1002/SAM.11550},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Yatracos22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Zazzaro22,
author = {Gaetano Zazzaro},
title = {Portability analysis of data mining models for fog events forecasting},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {396--408},
year = {2022},
url = {https://doi.org/10.1002/sam.11568},
doi = {10.1002/SAM.11568},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Zazzaro22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangLY22,
author = {Jun Zhang and
Gaorong Li and
Yiping Yang},
title = {Modal linear regression models with multiplicative distortion measurement
errors},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {15--42},
year = {2022},
url = {https://doi.org/10.1002/sam.11541},
doi = {10.1002/SAM.11541},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ZhangLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangMC22,
author = {Min Zhang and
Gal Mishne and
Eric C. Chi},
title = {Multi-scale affinities with missing data: Estimation and applications},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {303--313},
year = {2022},
url = {https://doi.org/10.1002/sam.11561},
doi = {10.1002/SAM.11561},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhaoYBHKYVKS22,
author = {Yifan Zhao and
Xian Yang and
Carolina Bolnykh and
Steve Harenberg and
Nodirbek Korchiev and
Saavan Raj Yerramsetty and
Bhanu Prasad Vellanki and
Ramakanth Kodumagulla and
Nagiza F. Samatova},
title = {Predictive models with end user preference},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {1},
pages = {69--82},
year = {2022},
url = {https://doi.org/10.1002/sam.11545},
doi = {10.1002/SAM.11545},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhaoYBHKYVKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhouWY22,
author = {Jianhong Zhou and
Alan T. K. Wan and
Dalei Yu},
title = {Frequentist model averaging for zero-inflated Poisson regression models},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {679--691},
year = {2022},
url = {https://doi.org/10.1002/sam.11598},
doi = {10.1002/SAM.11598},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhouWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhouZZ22,
author = {Xinkai Zhou and
Jin J. Zhou and
Hua Zhou},
title = {Bag of little bootstraps for massive and distributed longitudinal
data},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {3},
pages = {314--321},
year = {2022},
url = {https://doi.org/10.1002/sam.11563},
doi = {10.1002/SAM.11563},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhouZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuSQ22,
author = {Shuying Zhu and
Weining Shen and
Annie Qu},
title = {Weighted AutoEncoding recommender system},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {5},
pages = {570--585},
year = {2022},
url = {https://doi.org/10.1002/sam.11571},
doi = {10.1002/SAM.11571},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuSQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuZ22,
author = {Zhengtian Zhu and
Liping Zhu},
title = {Distributed dimension reduction with nearly oracle rate},
journal = {Stat. Anal. Data Min.},
volume = {15},
number = {6},
pages = {692--706},
year = {2022},
url = {https://doi.org/10.1002/sam.11592},
doi = {10.1002/SAM.11592},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/0002P0D21,
author = {Liu Liu and
Qing Peng and
Xin Lai and
Zepei Deng},
title = {An adaptive nonparametric exponentially weighted moving average control
chart with dynamic sampling intervals},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {74--87},
year = {2021},
url = {https://doi.org/10.1002/sam.11490},
doi = {10.1002/SAM.11490},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/0002P0D21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AdamsPJBEMBCCCG21,
author = {Jesse Adams and
Jessica Pillow and
Kevin Joyce and
Michael Brennan and
Malena I. Espa{\~{n}}ol and
Matthias Morzfeld and
Sean Breckling and
Daniel Champion and
Eric Clarkson and
Ryan N. Coffee and
Amanda Gehring and
Margaret Lund and
Duane Smalley and
Ajanae Williams and
Jacob Zier and
Daniel Frayer and
Marylesa Howard and
Eric Machorro},
title = {An approach to characterizing spatial aspects of image system blur},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {583--595},
year = {2021},
url = {https://doi.org/10.1002/sam.11501},
doi = {10.1002/SAM.11501},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AdamsPJBEMBCCCG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AttanasiFC21,
author = {Emil D. Attanasi and
Philip A. Freeman and
Timothy C. Coburn},
title = {Comparison of machine learning approaches used to identify the drivers
of Bakken oil well productivity},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {536--555},
year = {2021},
url = {https://doi.org/10.1002/sam.11487},
doi = {10.1002/SAM.11487},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AttanasiFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChakrabortyV21,
author = {Abhishek Chakraborty and
Stephen B. Vardeman},
title = {Modeling and inference for mixtures of simple symmetric exponential
families of -dimensional distributions for vectors with binary coordinates},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {352--365},
year = {2021},
url = {https://doi.org/10.1002/sam.11528},
doi = {10.1002/SAM.11528},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChakrabortyV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CrawfordBC21,
author = {Amy M. Crawford and
Nicholas S. Berry and
Alicia L. Carriquiry},
title = {A clustering method for graphical handwriting components and statistical
writership analysis},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {41--60},
year = {2021},
url = {https://doi.org/10.1002/sam.11488},
doi = {10.1002/SAM.11488},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CrawfordBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CuiHL21,
author = {Na Cui and
Jianjun Hu and
Feng Liang},
title = {Complementary dimension reduction},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {31--40},
year = {2021},
url = {https://doi.org/10.1002/sam.11484},
doi = {10.1002/SAM.11484},
timestamp = {Tue, 31 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CuiHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/EdwardsG21,
author = {Adam M. Edwards and
Robert B. Gramacy},
title = {Precision aggregated local models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {676--697},
year = {2021},
url = {https://doi.org/10.1002/sam.11547},
doi = {10.1002/SAM.11547},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/EdwardsG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FanS21,
author = {Yiying Fan and
Jiayang Sun},
title = {Subsampling from features in large regression to find "winning features"},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {168--184},
year = {2021},
url = {https://doi.org/10.1002/sam.11499},
doi = {10.1002/SAM.11499},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/FanS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FengZT21,
author = {Yang Feng and
Min Zhou and
Xin Tong},
title = {Imbalanced classification: {A} paradigm-based review},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {383--406},
year = {2021},
url = {https://doi.org/10.1002/sam.11538},
doi = {10.1002/SAM.11538},
timestamp = {Wed, 27 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FengZT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GoodeH21,
author = {Katherine Goode and
Heike Hofmann},
title = {Visual diagnostics of an explainer model: Tools for the assessment
of {LIME} explanations},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {185--200},
year = {2021},
url = {https://doi.org/10.1002/sam.11500},
doi = {10.1002/SAM.11500},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GoodeH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GreselinMPV21,
author = {Francesca Greselin and
Thomas Brendan Murphy and
Giovanni Camillo Porzio and
Domenico Vistocco},
title = {{CLADAG} 2019 Special Issue: Selected Papers on Classification and
Data Analysis},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {295--296},
year = {2021},
url = {https://doi.org/10.1002/sam.11533},
doi = {10.1002/SAM.11533},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GreselinMPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HansonBP21,
author = {Joshua Hanson and
Pavel B. Bochev and
Biliana S. Paskaleva},
title = {Learning compact physics-aware delayed photocurrent models using dynamic
mode decomposition},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {521--535},
year = {2021},
url = {https://doi.org/10.1002/sam.11485},
doi = {10.1002/SAM.11485},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/HansonBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HebertLMCJ21,
author = {Claire{-}Alice H{\'{e}}bert and
Earl Lawrence and
Kary L. Myers and
James Colgan and
Elizabeth J. Judge},
title = {An initial exploration of Bayesian model calibration for estimating
the composition of rocks and soils on Mars},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {596--605},
year = {2021},
url = {https://doi.org/10.1002/sam.11503},
doi = {10.1002/SAM.11503},
timestamp = {Sat, 14 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/HebertLMCJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JosephM21,
author = {V. Roshan Joseph and
Simon Mak},
title = {Supervised compression of big data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {217--229},
year = {2021},
url = {https://doi.org/10.1002/sam.11508},
doi = {10.1002/SAM.11508},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JosephM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimZWD21,
author = {Junghi Kim and
Hongtu Zhu and
Xiao Wang and
Kim{-}Anh Do},
title = {Scalable network estimation with {L0} penalty},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {18--30},
year = {2021},
url = {https://doi.org/10.1002/sam.11483},
doi = {10.1002/SAM.11483},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimZWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KunduG21,
author = {Madan Gopal Kundu and
Samiran Ghosh},
title = {Survival trees based on heterogeneity in time-to-event and censoring
distributions using parameter instability test},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {466--483},
year = {2021},
url = {https://doi.org/10.1002/sam.11539},
doi = {10.1002/SAM.11539},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KunduG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeML21,
author = {Sharon X. Lee and
Geoffrey J. McLachlan and
Kaleb L. Leemaqz},
title = {Multi-node Expectation-Maximization algorithm for finite mixture models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {297--304},
year = {2021},
url = {https://doi.org/10.1002/sam.11529},
doi = {10.1002/SAM.11529},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeML21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LenziBA21,
author = {Amanda Lenzi and
Julie Bessac and
Mihai Anitescu},
title = {Power grid frequency prediction using spatiotemporal modeling},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {662--675},
year = {2021},
url = {https://doi.org/10.1002/sam.11535},
doi = {10.1002/SAM.11535},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LenziBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiSWG21,
author = {Qiong Li and
Xiaoying Sun and
Nanwei Wang and
Xin Gao},
title = {Penalized composite likelihood for colored graphical Gaussian models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {366--378},
year = {2021},
url = {https://doi.org/10.1002/sam.11530},
doi = {10.1002/SAM.11530},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiSWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LuAZ21,
author = {Lu Lu and
Christine M. Anderson{-}Cook and
Miaolu Zhang},
title = {Understanding the merits of winning data competition solutions for
varied sets of objectives},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {556--574},
year = {2021},
url = {https://doi.org/10.1002/sam.11494},
doi = {10.1002/SAM.11494},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LuAZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MansooriS21,
author = {Eghbal G. Mansoori and
Massar Sara},
title = {Extreme ensemble of extreme learning machines},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {116--128},
year = {2021},
url = {https://doi.org/10.1002/sam.11493},
doi = {10.1002/SAM.11493},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MansooriS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ManteroI21,
author = {Alejandro Mantero and
Hemant Ishwaran},
title = {Unsupervised random forests},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {144--167},
year = {2021},
url = {https://doi.org/10.1002/sam.11498},
doi = {10.1002/SAM.11498},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ManteroI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MuyskensSNBFKR21,
author = {Amanda Muyskens and
Kathleen L. Schmidt and
Matthew Nelms and
Nathan Barton and
Jeffrey Florando and
Ana Kupresanin and
David Rivera},
title = {A practical extension of the recursive multi-fidelity model for the
emulation of hole closure experiments},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {636--646},
year = {2021},
url = {https://doi.org/10.1002/sam.11513},
doi = {10.1002/SAM.11513},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MuyskensSNBFKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MyrenL21,
author = {Samuel Myren and
Earl Lawrence},
title = {A comparison of Gaussian processes and neural networks for computer
model emulation and calibration},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {606--623},
year = {2021},
url = {https://doi.org/10.1002/sam.11507},
doi = {10.1002/SAM.11507},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MyrenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NgomM21,
author = {Marieme Ngom and
Oana Marin},
title = {Fourier neural networks as function approximators and differential
equation solvers},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {647--661},
year = {2021},
url = {https://doi.org/10.1002/sam.11531},
doi = {10.1002/SAM.11531},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NgomM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NguyenWGH21,
author = {Bernard Nguyen and
Leanne S. Whitmore and
Anthe George and
Corey M. Hudson},
title = {Evaluating causal-based feature selection for fuel property prediction
models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {624--635},
year = {2021},
url = {https://doi.org/10.1002/sam.11511},
doi = {10.1002/SAM.11511},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/NguyenWGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParkCP21,
author = {Beomjin Park and
Hosik Choi and
Changyi Park},
title = {Negative binomial graphical model with excess zeros},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {449--465},
year = {2021},
url = {https://doi.org/10.1002/sam.11536},
doi = {10.1002/SAM.11536},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParkCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PazdernikM21,
author = {Karl Pazdernik and
Ranjan Maitra},
title = {Estimating basis functions in massive fields under the spatial mixed
effects model},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {430--448},
year = {2021},
url = {https://doi.org/10.1002/sam.11537},
doi = {10.1002/SAM.11537},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PazdernikM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PellagattiMIP21,
author = {Massimo Pellagatti and
Chiara Masci and
Francesca Ieva and
Anna Maria Paganoni},
title = {Generalized mixed-effects random forest: {A} flexible approach to
predict university student dropout},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {241--257},
year = {2021},
url = {https://doi.org/10.1002/sam.11505},
doi = {10.1002/SAM.11505},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PellagattiMIP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Roy21,
author = {Arkaprava Roy},
title = {Multivariate Gaussian RBF-net for smooth function estimation and variable
selection},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {484--500},
year = {2021},
url = {https://doi.org/10.1002/sam.11540},
doi = {10.1002/SAM.11540},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/Roy21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Scrucca21,
author = {Luca Scrucca},
title = {A fast and efficient Modal {EM} algorithm for Gaussian mixtures},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {305--314},
year = {2021},
url = {https://doi.org/10.1002/sam.11527},
doi = {10.1002/SAM.11527},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Scrucca21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShaHM21,
author = {Hao Sha and
Mohammad Al Hasan and
George O. Mohler},
title = {Learning network event sequences using long short-term memory and
second-order statistic loss},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {61--73},
year = {2021},
url = {https://doi.org/10.1002/sam.11489},
doi = {10.1002/SAM.11489},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShaHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/StefelovaPH21,
author = {Nikola Stefelov{\'{a}} and
Javier Palarea{-}Albaladejo and
Karel Hron},
title = {Weighted pivot coordinates for partial least squares-based marker
discovery in high-throughput compositional data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {315--330},
year = {2021},
url = {https://doi.org/10.1002/sam.11514},
doi = {10.1002/SAM.11514},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/StefelovaPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/StrubeSRKV21,
author = {Jan Strube and
Malachi Schram and
Sabiha Rustam and
Zachary Kennedy and
Tam{\'{a}}s Varga},
title = {Identifying build orientation of 3D-printed materials using convolutional
neural networks},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {575--582},
year = {2021},
url = {https://doi.org/10.1002/sam.11497},
doi = {10.1002/SAM.11497},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/StrubeSRKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SuhHHS21,
author = {Namjoon Suh and
Xiaoming Huo and
Eric Heim and
Lee M. Seversky},
title = {A network model that combines latent factors and sparse graphs},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {97--115},
year = {2021},
url = {https://doi.org/10.1002/sam.11492},
doi = {10.1002/SAM.11492},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SuhHHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SurerAM21,
author = {{\"{O}}zge S{\"{u}}rer and
Daniel W. Apley and
Edward C. Malthouse},
title = {Coefficient tree regression for generalized linear models},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {407--429},
year = {2021},
url = {https://doi.org/10.1002/sam.11534},
doi = {10.1002/SAM.11534},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/SurerAM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TianBMBBY21,
author = {Mingmei Tian and
Rachael Hageman Blair and
Lina Mu and
Matthew Bonner and
Richard Browne and
Han Yu},
title = {A framework for stability-based module detection in correlation graphs},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {129--143},
year = {2021},
url = {https://doi.org/10.1002/sam.11495},
doi = {10.1002/SAM.11495},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TianBMBBY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TiloucheNB21,
author = {Shaima Tilouche and
Vahid Partovi Nia and
Samuel Bassetto},
title = {Parallel coordinate order for high-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {5},
pages = {501--515},
year = {2021},
url = {https://doi.org/10.1002/sam.11543},
doi = {10.1002/SAM.11543},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/TiloucheNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangDR21,
author = {Run Wang and
Somak Dutta and
Vivekananda Roy},
title = {A note on marginal correlation based screening},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {88--92},
year = {2021},
url = {https://doi.org/10.1002/sam.11491},
doi = {10.1002/SAM.11491},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangDR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WardHDZ21,
author = {Owen G. Ward and
Zhen Huang and
Andrew Davison and
Tian Zheng},
title = {Next waves in veridical network embedding},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {5--17},
year = {2021},
url = {https://doi.org/10.1002/sam.11486},
doi = {10.1002/SAM.11486},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WardHDZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WuD21,
author = {Brian Wu and
Dorin Drignei},
title = {Emulated order identification for models of big time series data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {2},
pages = {201--212},
year = {2021},
url = {https://doi.org/10.1002/sam.11504},
doi = {10.1002/SAM.11504},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WuD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/X21,
title = {Erratum to "Data-driven dimension reduction in functional principal
component analysis identifying the change-point in functional data"},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {290},
year = {2021},
url = {https://doi.org/10.1002/sam.11510},
doi = {10.1002/SAM.11510},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZammarchiFM21,
author = {Gianpaolo Zammarchi and
Luca Frigau and
Francesco Mola},
title = {Markov chain to analyze web usability of a university website using
eye tracking data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {331--341},
year = {2021},
url = {https://doi.org/10.1002/sam.11512},
doi = {10.1002/SAM.11512},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZammarchiFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Zapletal21,
author = {David Zapletal},
title = {Application of the Cox proportional hazards model and competing risks
models to critical illness insurance data},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {4},
pages = {342--351},
year = {2021},
url = {https://doi.org/10.1002/sam.11532},
doi = {10.1002/SAM.11532},
timestamp = {Fri, 13 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Zapletal21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangMZ21,
author = {Yingying Zhang and
Volodymyr Melnykov and
Xuwen Zhu},
title = {Model-based clustering of time-dependent categorical sequences with
application to the analysis of major life event patterns},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {230--240},
year = {2021},
url = {https://doi.org/10.1002/sam.11502},
doi = {10.1002/SAM.11502},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangX21,
author = {Jun Zhang and
Zhuoer Xu},
title = {Exponential calibration for correlation coefficient with additive
distortion measurement errors},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {271--289},
year = {2021},
url = {https://doi.org/10.1002/sam.11509},
doi = {10.1002/SAM.11509},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhumekenovTCA21,
author = {Abylay Zhumekenov and
Rustem Takhanov and
Alejandro J. Castro and
Zhenisbek Assylbekov},
title = {Approximation error of Fourier neural networks},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {3},
pages = {258--270},
year = {2021},
url = {https://doi.org/10.1002/sam.11506},
doi = {10.1002/SAM.11506},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhumekenovTCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WendelbergerRW21,
title = {Retracted: Multi-model penalized regression},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {6},
pages = {698},
year = {2021},
note = {Withdrawn.},
url = {https://doi.org/10.1002/sam.11496},
doi = {10.1002/SAM.11496},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WendelbergerRW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ArdakaniAES20,
author = {Omid M. Ardakani and
Majid Asadi and
Nader Ebrahimi and
Ehsan S. Soofi},
title = {{MR} plot: {A} big data tool for distinguishing distributions},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {405--418},
year = {2020},
url = {https://doi.org/10.1002/sam.11464},
doi = {10.1002/SAM.11464},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ArdakaniAES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BanerjeeLL20,
author = {Buddhananda Banerjee and
Arnab K. Laha and
Arjun Lakra},
title = {Data-driven dimension reduction in functional principal component
analysis identifying the change-point in functional data},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {6},
pages = {529--536},
year = {2020},
url = {https://doi.org/10.1002/sam.11471},
doi = {10.1002/SAM.11471},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BanerjeeLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BetzGHRW20,
author = {Margaret Betz and
Ellen Gundlach and
Elizabett Hillery and
Jenna L. Rickus and
Mark Daniel Ward},
title = {The next wave: We will all be data scientists},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {6},
pages = {544--547},
year = {2020},
url = {https://doi.org/10.1002/sam.11476},
doi = {10.1002/SAM.11476},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BetzGHRW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BostanogluO20,
author = {Belgin Ergen{\c{c}} Bostanoglu and
Ahmet Cumhur {\"{O}}zt{\"{u}}rk},
title = {Minimizing information loss in shared data: Hiding frequent patterns
with multiple sensitive support thresholds},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {309--323},
year = {2020},
url = {https://doi.org/10.1002/sam.11458},
doi = {10.1002/SAM.11458},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BostanogluO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CaiGJ20,
author = {Haiyan Cai and
Bryan Goggin and
Qingtang Jiang},
title = {Two-sample test based on classification probability},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {5--13},
year = {2020},
url = {https://doi.org/10.1002/sam.11438},
doi = {10.1002/SAM.11438},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CaiGJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DvorakHN20,
author = {Jir{\'{\i}} Dvor{\'{a}}k and
S{\'{a}}rka Hudecov{\'{a}} and
Stanislav Nagy},
title = {Clover plot: Versatile visualization in nonparametric classification},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {6},
pages = {548--564},
year = {2020},
url = {https://doi.org/10.1002/sam.11481},
doi = {10.1002/SAM.11481},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DvorakHN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Fawzy20,
author = {Mohamad A. Fawzy},
title = {Prediction of Kumaraswamy distribution in constant-stress model based
on type-I hybrid censored data},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {205--215},
year = {2020},
url = {https://doi.org/10.1002/sam.11452},
doi = {10.1002/SAM.11452},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Fawzy20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GartonNC20,
author = {Nathaniel Garton and
Jarad Niemi and
Alicia L. Carriquiry},
title = {Knot selection in sparse Gaussian processes with a variational objective
function},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {324--336},
year = {2020},
url = {https://doi.org/10.1002/sam.11459},
doi = {10.1002/SAM.11459},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GartonNC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GregoryJ20,
author = {Alastair Gregory and
Kaushik Jana},
title = {Space-efficient estimation of empirical tail dependence coefficients
for bivariate data streams},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {14--30},
year = {2020},
url = {https://doi.org/10.1002/sam.11439},
doi = {10.1002/SAM.11439},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GregoryJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HuangLCCHLCW20,
author = {Guan{-}Hua Huang and
Chih{-}Hsuan Lin and
Yu{-}Ren Cai and
Tai{-}Been Chen and
Shih{-}Yen Hsu and
Nan{-}Han Lu and
Huei{-}Yung Chen and
Yi{-}Chen Wu},
title = {Multiclass machine learning classification of functional brain images
for Parkinson's disease stage prediction},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {508--523},
year = {2020},
url = {https://doi.org/10.1002/sam.11480},
doi = {10.1002/SAM.11480},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HuangLCCHLCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Jastrzebska20,
author = {Agnieszka Jastrzebska},
title = {Lagged encoding for image-based time series classification using convolutional
neural networks},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {245--260},
year = {2020},
url = {https://doi.org/10.1002/sam.11455},
doi = {10.1002/SAM.11455},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Jastrzebska20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JiWL20,
author = {Zhi Ji and
Yang Wei and
Zhouping Li},
title = {{SURE} estimates for high dimensional classification},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {423--436},
year = {2020},
url = {https://doi.org/10.1002/sam.11472},
doi = {10.1002/SAM.11472},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JiWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JungWLW20,
author = {Luann C. Jung and
Haiyan Wang and
Xukun Li and
Cen Wu},
title = {A machine learning method for selection of genetic variants to increase
prediction accuracy of type 2 diabetes mellitus using sequencing data},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {261--281},
year = {2020},
url = {https://doi.org/10.1002/sam.11456},
doi = {10.1002/SAM.11456},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JungWLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KangHL20,
author = {Yanfei Kang and
Rob J. Hyndman and
Feng Li},
title = {{GRATIS:} GeneRAting TIme Series with diverse and controllable characteristics},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {354--376},
year = {2020},
url = {https://doi.org/10.1002/sam.11461},
doi = {10.1002/SAM.11461},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KangHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KielyB20,
author = {Timothy J. Kiely and
Nathaniel D. Bastian},
title = {The spatially conscious machine learning model},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {31--49},
year = {2020},
url = {https://doi.org/10.1002/sam.11440},
doi = {10.1002/SAM.11440},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KielyB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LarkinM20,
author = {Taylor Larkin and
Denise Johnson McManus},
title = {An analytical toast to wine: Using stacked generalization to predict
wine preference},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {451--464},
year = {2020},
url = {https://doi.org/10.1002/sam.11474},
doi = {10.1002/SAM.11474},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LarkinM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeC20,
author = {Tri Le and
Bertrand S. Clarke},
title = {In praise of partially interpretable predictors},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {113--133},
year = {2020},
url = {https://doi.org/10.1002/sam.11450},
doi = {10.1002/SAM.11450},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiangCS20,
author = {Jiaxi Liang and
Shoja'eddin Chenouri and
Christopher G. Small},
title = {A new method for performance analysis in nonlinear dimensionality
reduction},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {98--108},
year = {2020},
url = {https://doi.org/10.1002/sam.11445},
doi = {10.1002/SAM.11445},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiangCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LinL20,
author = {Zhenfeng Lin and
James P. Long},
title = {A flexible procedure for mixture proportion estimation in positive-unlabeled
learning},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {178--187},
year = {2020},
url = {https://doi.org/10.1002/sam.11447},
doi = {10.1002/SAM.11447},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LinL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MartinoGP20,
author = {Andrea Martino and
Giuseppina Guatteri and
Anna Maria Paganoni},
title = {Multivariate Hidden Markov Models for disease progression},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {499--507},
year = {2020},
url = {https://doi.org/10.1002/sam.11479},
doi = {10.1002/SAM.11479},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MartinoGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Menardi20,
author = {Giovanna Menardi},
title = {Nonparametric clustering for image segmentation},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {83--97},
year = {2020},
url = {https://doi.org/10.1002/sam.11444},
doi = {10.1002/SAM.11444},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Menardi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Mohammadi20,
author = {Shapour Mohammadi},
title = {Neural network for univariate and multivariate nonlinearity tests},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {50--70},
year = {2020},
url = {https://doi.org/10.1002/sam.11441},
doi = {10.1002/SAM.11441},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Mohammadi20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MohammedDZ20,
author = {Shariq Mohammed and
Dipak K. Dey and
Yuping Zhang},
title = {Classification of high-dimensional electroencephalography data with
location selection using structured spike-and-slab prior},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {465--481},
year = {2020},
url = {https://doi.org/10.1002/sam.11477},
doi = {10.1002/SAM.11477},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MohammedDZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NajafiPMNR20,
author = {Fatemeh Najafi and
Hamid Parvin and
Kamal Mirzaie and
Samad Nejatian and
Vahideh Rezaie},
title = {Dependability-based cluster weighting in clustering ensemble},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {151--164},
year = {2020},
url = {https://doi.org/10.1002/sam.11451},
doi = {10.1002/SAM.11451},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NajafiPMNR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NowakowskaBP20,
author = {Marzena Nowakowska and
Karolina Beben and
Michal Pajecki},
title = {Use of data mining in a two-step process of profiling student preferences
in relation to the enhancement of English as a foreign language teaching},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {482--498},
year = {2020},
url = {https://doi.org/10.1002/sam.11478},
doi = {10.1002/SAM.11478},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NowakowskaBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParkC20,
author = {Soyoung Park and
Alicia L. Carriquiry},
title = {An algorithm to compare two-dimensional footwear outsole images using
maximum cliques and speeded-up robust feature},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {188--199},
year = {2020},
url = {https://doi.org/10.1002/sam.11449},
doi = {10.1002/SAM.11449},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParkC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PatsolicPLP20,
author = {Heather G. Patsolic and
Youngser Park and
Vince Lyzinski and
Carey E. Priebe},
title = {Vertex nomination via seeded graph matching},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {229--244},
year = {2020},
url = {https://doi.org/10.1002/sam.11454},
doi = {10.1002/SAM.11454},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PatsolicPLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PritchardL20,
author = {David Pritchard and
Yufeng Liu},
title = {Composite quantile-based classifiers},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {337--353},
year = {2020},
url = {https://doi.org/10.1002/sam.11460},
doi = {10.1002/SAM.11460},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PritchardL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SageGN20,
author = {Andrew J. Sage and
Ulrike Genschel and
Dan Nettleton},
title = {Tree aggregation for random forest class probability estimation},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {134--150},
year = {2020},
url = {https://doi.org/10.1002/sam.11446},
doi = {10.1002/SAM.11446},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SageGN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShengY20,
author = {Wenhui Sheng and
Qingcong Yuan},
title = {Sufficient dimension folding in regression via distance covariance
for matrix-valued predictors},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {1},
pages = {71--82},
year = {2020},
url = {https://doi.org/10.1002/sam.11442},
doi = {10.1002/SAM.11442},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShengY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SinghGS20,
author = {Deepika Singh and
Anjana Gosain and
Anju Saha},
title = {Weighted k-nearest neighbor based data complexity metrics for imbalanced
datasets},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {394--404},
year = {2020},
url = {https://doi.org/10.1002/sam.11463},
doi = {10.1002/SAM.11463},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SinghGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SpergerFJBMK20,
author = {John Sperger and
Nikki L. B. Freeman and
Xiaotong Jiang and
David Bang and
Daniel de Marchi and
Michael R. Kosorok},
title = {The future of precision health is data-driven decision support},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {6},
pages = {537--543},
year = {2020},
url = {https://doi.org/10.1002/sam.11475},
doi = {10.1002/SAM.11475},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SpergerFJBMK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TranW20,
author = {Vanha Tran and
Lizhen Wang},
title = {Delaunay triangulation-based spatial colocation pattern mining without
distance thresholds},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {282--304},
year = {2020},
url = {https://doi.org/10.1002/sam.11457},
doi = {10.1002/SAM.11457},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/TranW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Tsai20,
author = {Chih{-}Fong Tsai},
title = {Two-stage hybrid learning techniques for bankruptcy prediction},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {6},
pages = {565--572},
year = {2020},
url = {https://doi.org/10.1002/sam.11482},
doi = {10.1002/SAM.11482},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Tsai20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangLML20,
author = {Ling Wang and
Kang Li and
Qian Ma and
Yanrong Lu},
title = {Hybrid dynamic learning mechanism for multivariate time series segmentation},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {2},
pages = {165--177},
year = {2020},
url = {https://doi.org/10.1002/sam.11448},
doi = {10.1002/SAM.11448},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangLML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WuY20,
author = {Yufei Wu and
Guan Yu},
title = {Weighted linear programming discriminant analysis for high-dimensional
binary classification},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {5},
pages = {437--450},
year = {2020},
url = {https://doi.org/10.1002/sam.11473},
doi = {10.1002/SAM.11473},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WuY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuGH20,
author = {Youjiao Yu and
Brian P. Gorman and
Amanda S. Hering},
title = {Objective identification of local spatial structure for material characterization},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {4},
pages = {377--393},
year = {2020},
url = {https://doi.org/10.1002/sam.11462},
doi = {10.1002/SAM.11462},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhouZ20,
author = {Xiaoying Zhou and
Feipeng Zhang},
title = {Bent line quantile regression via a smoothing technique},
journal = {Stat. Anal. Data Min.},
volume = {13},
number = {3},
pages = {216--228},
year = {2020},
url = {https://doi.org/10.1002/sam.11453},
doi = {10.1002/SAM.11453},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhouZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AkbarzadehMMDMS19,
author = {Mahdi Akbarzadeh and
Abbas Moghimbeigi and
Nathan Morris and
Maryam S. Daneshpour and
Hossein Mahjub and
Ali{-}Reza Soltanian},
title = {A Bayesian structural equation model in general pedigree data analysis},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {404--411},
year = {2019},
url = {https://doi.org/10.1002/sam.11434},
doi = {10.1002/SAM.11434},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AkbarzadehMMDMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AlexandrovSVR19,
author = {Boian S. Alexandrov and
Valentin G. Stanev and
Velimir V. Vesselinov and
Kim {\O}. Rasmussen},
title = {Nonnegative tensor decomposition with custom clustering for microphase
separation of block copolymers},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {302--310},
year = {2019},
url = {https://doi.org/10.1002/sam.11407},
doi = {10.1002/SAM.11407},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AlexandrovSVR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AlivertiD19,
author = {Emanuele Aliverti and
Daniele Durante},
title = {Spatial modeling of brain connectivity data via latent distance models
with nodes clustering},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {185--196},
year = {2019},
url = {https://doi.org/10.1002/sam.11412},
doi = {10.1002/SAM.11412},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AlivertiD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AmorinKK19,
author = {Connor Amorin and
Laura M. Kegelmeyer and
W. Philip Kegelmeyer},
title = {A hybrid deep learning architecture for classification of microscopic
damage on National Ignition Facility laser optics},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {505--513},
year = {2019},
url = {https://doi.org/10.1002/sam.11437},
doi = {10.1002/SAM.11437},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AmorinKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Anderson-CookML19,
author = {Christine M. Anderson{-}Cook and
Kary L. Myers and
Lu Lu and
Michael Fugate and
Kevin R. Quinlan and
Norma H. Pawley},
title = {How to Host An Effective Data Competition: Statistical Advice for
Competition Design and Analysis},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {271--289},
year = {2019},
url = {https://doi.org/10.1002/sam.11404},
doi = {10.1002/SAM.11404},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/Anderson-CookML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BerryM19,
author = {Nicholas S. Berry and
Ranjan Maitra},
title = {TiK-means: Transformation-infused K-means clustering for skewed groups},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {223--233},
year = {2019},
url = {https://doi.org/10.1002/sam.11416},
doi = {10.1002/SAM.11416},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BerryM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BerryPS19,
author = {Jonathan W. Berry and
Cynthia A. Phillips and
Jared Saia},
title = {Making social networks more human: {A} topological approach},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {449--464},
year = {2019},
url = {https://doi.org/10.1002/sam.11420},
doi = {10.1002/SAM.11420},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BerryPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BertaV19,
author = {Paolo Berta and
Veronica Vinciotti},
title = {Multilevel logistic cluster-weighted model for outcome evaluation
in health care},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {434--443},
year = {2019},
url = {https://doi.org/10.1002/sam.11421},
doi = {10.1002/SAM.11421},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BertaV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BlairCGKRSW19,
author = {Brenton Blair and
Cliff Chen and
Andrew Glenn and
Alan David Kaplan and
Jaime Ruz and
Lance Simms and
Ron Wurtz},
title = {Gaussian mixture models as automated particle classifiers for fast
neutron detectors},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {479--488},
year = {2019},
url = {https://doi.org/10.1002/sam.11432},
doi = {10.1002/SAM.11432},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BlairCGKRSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BonanomiRO19,
author = {Andrea Bonanomi and
Marta Nai Ruscone and
Silvia Angela Osmetti},
title = {Dissimilarity measure for ranking data via mixture of copulae},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {412--425},
year = {2019},
url = {https://doi.org/10.1002/sam.11402},
doi = {10.1002/SAM.11402},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BonanomiRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BramanteFZ19,
author = {Riccardo Bramante and
Silvia Facchinetti and
Diego Zappa},
title = {Online detection of financial time series peaks and troughs: {A} probability-based
approach},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {426--433},
year = {2019},
url = {https://doi.org/10.1002/sam.11411},
doi = {10.1002/SAM.11411},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BramanteFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BugbeeBGPBK19,
author = {Bruce Bugbee and
Brian W. Bush and
Kenny Gruchalla and
Kristin Potter and
Nicholas Brunhart{-}Lupo and
Venkat Krishnan},
title = {Enabling immersive engagement in energy system models with deep learning},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {325--337},
year = {2019},
url = {https://doi.org/10.1002/sam.11419},
doi = {10.1002/SAM.11419},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BugbeeBGPBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenLLL19,
author = {Ke{-}Jia Chen and
Hao Lu and
Yun Li and
Bin Liu},
title = {On relationship formation in heterogeneous information networks: An
inferring method based on multilabel learning},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {157--167},
year = {2019},
url = {https://doi.org/10.1002/sam.11405},
doi = {10.1002/SAM.11405},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenLLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/EkinLM19,
author = {Tahir Ekin and
Greg Lakomski and
Rasim Muzaffer Musal},
title = {An unsupervised Bayesian hierarchical method for medical fraud assessment},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {116--124},
year = {2019},
url = {https://doi.org/10.1002/sam.11408},
doi = {10.1002/SAM.11408},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/EkinLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FanDM19,
author = {Angela Fan and
Finale Doshi{-}Velez and
Luke Miratrix},
title = {Assessing topic model relevance: Evaluation and informative priors},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {210--222},
year = {2019},
url = {https://doi.org/10.1002/sam.11415},
doi = {10.1002/SAM.11415},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FanDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GaoY19,
author = {Wei Gao and
Wenna Ye},
title = {A Min-Max conditional covariance algorithm for structure learning
of Gaussian graphical models},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {1},
pages = {12--22},
year = {2019},
url = {https://doi.org/10.1002/sam.11395},
doi = {10.1002/SAM.11395},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GaoY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Golchi19,
author = {Shirin Golchi},
title = {Informative priors in Bayesian inference and computation},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {45--55},
year = {2019},
url = {https://doi.org/10.1002/sam.11371},
doi = {10.1002/SAM.11371},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Golchi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HumbirdPM19,
author = {Kelli D. Humbird and
J. Luc Peterson and
Ryan G. McClarren},
title = {Parameter inference with deep jointly informed neural networks},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {496--504},
year = {2019},
url = {https://doi.org/10.1002/sam.11435},
doi = {10.1002/SAM.11435},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/HumbirdPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JinRM19,
author = {Ze Jin and
Benjamin B. Risk and
David S. Matteson},
title = {Optimization and testing in linear non-Gaussian component analysis},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {141--156},
year = {2019},
url = {https://doi.org/10.1002/sam.11403},
doi = {10.1002/SAM.11403},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JinRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KaplanNV19,
author = {Andee Kaplan and
Daniel J. Nordman and
Stephen B. Vardeman},
title = {Properties and Bayesian fitting of restricted Boltzmann machines},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {1},
pages = {23--38},
year = {2019},
url = {https://doi.org/10.1002/sam.11396},
doi = {10.1002/SAM.11396},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KaplanNV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LankerS19,
author = {Cory Lanker and
Milton O. Smith},
title = {A sparse Gaussian sigmoid basis function approximation of hyperspectral
data for detection of solids},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {489--495},
year = {2019},
url = {https://doi.org/10.1002/sam.11433},
doi = {10.1002/SAM.11433},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LankerS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiSL19,
author = {Jia Li and
Beomseok Seo and
Lin Lin},
title = {Optimal transport, mean partition, and uncertainty assessment in cluster
analysis},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {359--377},
year = {2019},
url = {https://doi.org/10.1002/sam.11418},
doi = {10.1002/SAM.11418},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MacNeilUPMBP19,
author = {J. Michael L. MacNeil and
Daniela M. Ushizima and
Francesco Panerai and
Nagi N. Mansour and
Harold S. Barnard and
Dilworth Y. Parkinson},
title = {Interactive volumetric segmentation for textile micro-tomography data
using wavelets and nonlocal means},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {338--353},
year = {2019},
url = {https://doi.org/10.1002/sam.11429},
doi = {10.1002/SAM.11429},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MacNeilUPMBP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ManciniP19,
author = {Luca Mancini and
Anna Maria Paganoni},
title = {Marked point process models for the admissions of heart failure patients},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {125--135},
year = {2019},
url = {https://doi.org/10.1002/sam.11409},
doi = {10.1002/SAM.11409},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ManciniP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Montero-MansoV19,
author = {Pablo Montero{-}Manso and
Jos{\'{e}} Antonio Vilar},
title = {Two-sample homogeneity testing: {A} procedure based on comparing distributions
of interpoint distances},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {234--252},
year = {2019},
url = {https://doi.org/10.1002/sam.11417},
doi = {10.1002/SAM.11417},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Montero-MansoV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RamachandraDV19,
author = {Bharathkumar Ramachandra and
Benjamin Dutton and
Ranga Raju Vatsavai},
title = {Anomalous cluster detection in spatiotemporal meteorological fields},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {88--100},
year = {2019},
url = {https://doi.org/10.1002/sam.11398},
doi = {10.1002/SAM.11398},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/RamachandraDV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RomanovKVBFCH19,
author = {Vyacheslav N. Romanov and
Narayanan Krishnamurthy and
Amit K. Verma and
Laura S. Bruckman and
Roger H. French and
Jennifer L. W. Carter and
Jeffrey A. Hawk},
title = {Materials data analytics for 9{\%} Cr family steel},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {290--301},
year = {2019},
url = {https://doi.org/10.1002/sam.11406},
doi = {10.1002/SAM.11406},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RomanovKVBFCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SafoL19,
author = {Sandra E. Safo and
Qi Long},
title = {Sparse linear discriminant analysis in structured covariates space},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {56--69},
year = {2019},
url = {https://doi.org/10.1002/sam.11376},
doi = {10.1002/SAM.11376},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SafoL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SchmidtSHMARG19,
author = {Kathleen L. Schmidt and
Ralph C. Smith and
Jason M. Hite and
John K. Mattingly and
Yousry Y. Azmy and
Deepak Rajan and
Ryan A. Goldhahn},
title = {Sequential optimal positioning of mobile sensors using mutual information},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {465--478},
year = {2019},
url = {https://doi.org/10.1002/sam.11431},
doi = {10.1002/SAM.11431},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SchmidtSHMARG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SunGHLH19,
author = {Furong Sun and
Robert B. Gramacy and
Benjamin Haaland and
Siyuan Lu and
Youngdeok Hwang},
title = {Synthesizing simulation and field data of solar irradiance},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {311--324},
year = {2019},
url = {https://doi.org/10.1002/sam.11414},
doi = {10.1002/SAM.11414},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SunGHLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TabarZSP19,
author = {Vahid Rezaei Tabar and
Hamid Zareifard and
Selva Salimi and
Dariusz Plewczynski},
title = {An empirical Bayes approach for learning directed acyclic graph using
{MCMC} algorithm},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {394--403},
year = {2019},
url = {https://doi.org/10.1002/sam.11430},
doi = {10.1002/SAM.11430},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TabarZSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TianBW19,
author = {Yiqing Tian and
Howard D. Bondell and
Alyson G. Wilson},
title = {Bayesian variable selection for logistic regression},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {5},
pages = {378--393},
year = {2019},
url = {https://doi.org/10.1002/sam.11428},
doi = {10.1002/SAM.11428},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TianBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TrendafilovF19,
author = {Nickolay T. Trendafilov and
Sara Fontanella},
title = {Exploratory factor analysis of large data matrices},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {1},
pages = {5--11},
year = {2019},
url = {https://doi.org/10.1002/sam.11393},
doi = {10.1002/SAM.11393},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TrendafilovF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TuckerLS19,
author = {J. Derek Tucker and
John R. Lewis and
Anuj Srivastava},
title = {Elastic functional principal component regression},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {101--115},
year = {2019},
url = {https://doi.org/10.1002/sam.11399},
doi = {10.1002/SAM.11399},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TuckerLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VarelaAWTS19,
author = {Jeanette J. Varela and
Christine M. Anderson{-}Cook and
Brian P. Weaver and
Lawrence O. Ticknor and
Cary B. Skidmore},
title = {Predicting historical indoor temperatures from available local weather
data},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {4},
pages = {257--270},
year = {2019},
url = {https://doi.org/10.1002/sam.11400},
doi = {10.1002/SAM.11400},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VarelaAWTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VinueE19,
author = {Guillermo Vinu{\'{e}} and
Irene Epifanio},
title = {Forecasting basketball players' performance using sparse functional
data},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {534--547},
year = {2019},
url = {https://doi.org/10.1002/sam.11436},
doi = {10.1002/SAM.11436},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VinueE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WalshD19,
author = {Joseph D. Walsh III and
Luca Dieci},
title = {A real-valued auction algorithm for optimal transport},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {6},
pages = {514--533},
year = {2019},
url = {https://doi.org/10.1002/sam.11443},
doi = {10.1002/SAM.11443},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WalshD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangA19,
author = {Yixin Wang and
Stefan Van Aelst},
title = {Robust variable screening for regression using factor profiling},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {2},
pages = {70--87},
year = {2019},
url = {https://doi.org/10.1002/sam.11397},
doi = {10.1002/SAM.11397},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/X19,
title = {Erratum},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {1},
pages = {39},
year = {2019},
url = {https://doi.org/10.1002/sam.11401},
doi = {10.1002/SAM.11401},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/X19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangDB19,
author = {Lu Zhang and
Abhirup Datta and
Sudipto Banerjee},
title = {Practical Bayesian modeling and inference for massive spatial data
sets on modest computing environments},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {197--209},
year = {2019},
url = {https://doi.org/10.1002/sam.11413},
doi = {10.1002/SAM.11413},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangWZ19,
author = {Chunxia Zhang and
Yilei Wu and
Mu Zhu},
title = {Pruning variable selection ensembles},
journal = {Stat. Anal. Data Min.},
volume = {12},
number = {3},
pages = {168--184},
year = {2019},
url = {https://doi.org/10.1002/sam.11410},
doi = {10.1002/SAM.11410},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Demidenko18,
author = {Eugene Demidenko},
title = {The next-generation K-means algorithm},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {4},
pages = {153--166},
year = {2018},
url = {https://doi.org/10.1002/sam.11379},
doi = {10.1002/SAM.11379},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Demidenko18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JiaYP18,
author = {Jun{-}Mei Jia and
Zaizai Yan and
Xiuyun Peng},
title = {Parameters estimation of Burr-XII distribution under first-failure
progressively unified hybrid censoring schemes},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {6},
pages = {271--281},
year = {2018},
url = {https://doi.org/10.1002/sam.11391},
doi = {10.1002/SAM.11391},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JiaYP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Li18,
author = {Jia Li},
title = {Advancing science and technology with big data analytics},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {3},
pages = {97},
year = {2018},
url = {https://doi.org/10.1002/sam.11375},
doi = {10.1002/SAM.11375},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Li18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LithioM18,
author = {Andrew Lithio and
Ranjan Maitra},
title = {An efficient k-means-type algorithm for clustering datasets with incomplete
records},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {6},
pages = {296--311},
year = {2018},
url = {https://doi.org/10.1002/sam.11392},
doi = {10.1002/SAM.11392},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LithioM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LoperfidoT18,
author = {Nicola Loperfido and
Thaddeus Tarpey},
title = {Some remarks on the {R2} for clustering},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {3},
pages = {135--148},
year = {2018},
url = {https://doi.org/10.1002/sam.11378},
doi = {10.1002/SAM.11378},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LoperfidoT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LovaglioCMM18,
author = {Pietro Giorgio Lovaglio and
Mirko Cesarini and
Fabio Mercorio and
Mario Mezzanzanica},
title = {Skills in demand for {ICT} and statistical occupations: Evidence from
web-based job vacancies},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {2},
pages = {78--91},
year = {2018},
url = {https://doi.org/10.1002/sam.11372},
doi = {10.1002/SAM.11372},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LovaglioCMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LuQ18,
author = {Qiyi Lu and
Xingye Qiao},
title = {Sparse Fisher's linear discriminant analysis for partially labeled
data},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {1},
pages = {17--31},
year = {2018},
url = {https://doi.org/10.1002/sam.11367},
doi = {10.1002/SAM.11367},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LuQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MaDZ18,
author = {Yuting Ma and
Yuejing Ding and
Tian Zheng},
title = {Feature subspace learning based on local point processes patterns},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {1},
pages = {32--50},
year = {2018},
url = {https://doi.org/10.1002/sam.11368},
doi = {10.1002/SAM.11368},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MaDZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MansalisNPT18,
author = {Stratos Mansalis and
Eirini Ntoutsi and
Nikos Pelekis and
Yannis Theodoridis},
title = {An evaluation of data stream clustering algorithms},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {4},
pages = {167--187},
year = {2018},
url = {https://doi.org/10.1002/sam.11380},
doi = {10.1002/SAM.11380},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/MansalisNPT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MohlerP18,
author = {George O. Mohler and
Michael D. Porter},
title = {Rotational grid, PAI-maximizing crime forecasts},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {5},
pages = {227--236},
year = {2018},
url = {https://doi.org/10.1002/sam.11389},
doi = {10.1002/SAM.11389},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MohlerP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MontiAM18,
author = {Ricardo Pio Monti and
Christoforos Anagnostopoulos and
Giovanni Montana},
title = {Adaptive regularization for Lasso models in the context of nonstationary
data streams},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {5},
pages = {237--247},
year = {2018},
url = {https://doi.org/10.1002/sam.11390},
doi = {10.1002/SAM.11390},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MontiAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MunozM18,
author = {Johanna Mu{\~{n}}oz and
Alejandro Murua},
title = {Building cancer prognosis systems with survival function clusters},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {3},
pages = {98--110},
year = {2018},
url = {https://doi.org/10.1002/sam.11373},
doi = {10.1002/SAM.11373},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MunozM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NguyenUMVLHRJ18,
author = {Hien Duy Nguyen and
Jeremy F. P. Ullmann and
Geoffrey J. McLachlan and
Venkatakaushik Voleti and
Wenze Li and
Elizabeth M. C. Hillman and
David C. Reutens and
Andrew L. Janke},
title = {Whole-volume clustering of time series data from zebrafish brain calcium
images via mixture modeling},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {1},
pages = {5--16},
year = {2018},
url = {https://doi.org/10.1002/sam.11366},
doi = {10.1002/SAM.11366},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NguyenUMVLHRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RamakiRJ18,
author = {Ali Ahmadian Ramaki and
Abbas Rasoolzadegan and
Abbas Javan Jafari},
title = {A systematic review on intrusion detection based on the Hidden Markov
Model},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {3},
pages = {111--134},
year = {2018},
url = {https://doi.org/10.1002/sam.11377},
doi = {10.1002/SAM.11377},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RamakiRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShaikhMAM18,
author = {Mateen Shaikh and
Paul D. McNicholas and
Maria{-}Luiza Antonie and
Thomas Brendan Murphy},
title = {Standardizing interestingness measures for association rules},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {6},
pages = {282--295},
year = {2018},
url = {https://doi.org/10.1002/sam.11394},
doi = {10.1002/SAM.11394},
timestamp = {Sat, 11 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShaikhMAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangZD18,
author = {Lu Wang and
Dongxiao Zhu and
Ming Dong},
title = {Clustering over-dispersed data with mixed feature types},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {2},
pages = {55--65},
year = {2018},
url = {https://doi.org/10.1002/sam.11369},
doi = {10.1002/SAM.11369},
timestamp = {Thu, 04 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangZD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WeiRV18,
author = {Dennis Wei and
Karthikeyan Natesan Ramamurthy and
Kush R. Varshney},
title = {Distribution-preserving k-anonymity},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {6},
pages = {253--270},
year = {2018},
url = {https://doi.org/10.1002/sam.11374},
doi = {10.1002/SAM.11374},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WeiRV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WuDR18,
author = {Hao Wu and
Xinwei Deng and
Naren Ramakrishnan},
title = {Sparse estimation of multivariate Poisson log-normal models from count
data},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {2},
pages = {66--77},
year = {2018},
url = {https://doi.org/10.1002/sam.11370},
doi = {10.1002/SAM.11370},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WuDR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Yu18,
author = {Tianwei Yu},
title = {Nonlinear variable selection with continuous outcome: {A} fully nonparametric
incremental forward stagewise approach},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {4},
pages = {188--197},
year = {2018},
url = {https://doi.org/10.1002/sam.11381},
doi = {10.1002/SAM.11381},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Yu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuLLXCB18,
author = {Donghyeon Yu and
Sang Han Lee and
Johan Lim and
Guanghua Xiao and
Richard Cameron Craddock and
Bharat B. Biswal},
title = {Fused lasso regression for identifying differential correlations in
brain connectome graphs},
journal = {Stat. Anal. Data Min.},
volume = {11},
number = {5},
pages = {203--226},
year = {2018},
url = {https://doi.org/10.1002/sam.11382},
doi = {10.1002/SAM.11382},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/YuLLXCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AertsW17,
author = {Stephanie Aerts and
Ines Wilms},
title = {Cellwise robust regularized discriminant analysis},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {436--447},
year = {2017},
url = {https://doi.org/10.1002/sam.11365},
doi = {10.1002/SAM.11365},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AertsW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BattistaF17,
author = {Tonio Di Battista and
Francesca Fortuna},
title = {Functional confidence bands for lichen biodiversity profiles: {A}
case study in Tuscany region (central Italy)},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {21--28},
year = {2017},
url = {https://doi.org/10.1002/sam.11334},
doi = {10.1002/SAM.11334},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BattistaF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BoltonA17,
author = {Alexander D. Bolton and
Christine M. Anderson{-}Cook},
title = {{APT} malware static trace analysis through bigrams and graph edit
distance},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {3},
pages = {182--193},
year = {2017},
url = {https://doi.org/10.1002/sam.11346},
doi = {10.1002/SAM.11346},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BoltonA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BugbeePEEGP17,
author = {Bruce Bugbee and
Caleb Phillips and
Hilary Egan and
Ryan Elmore and
Kenny Gruchalla and
Avi Purkayastha},
title = {Prediction and characterization of application power use in a high-performance
computing environment},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {3},
pages = {155--165},
year = {2017},
url = {https://doi.org/10.1002/sam.11339},
doi = {10.1002/SAM.11339},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BugbeePEEGP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenT17,
author = {Chen Chen and
Hanghang Tong},
title = {On the eigen-functions of dynamic graphs: Fast tracking and attribution
algorithms},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {121--135},
year = {2017},
url = {https://doi.org/10.1002/sam.11310},
doi = {10.1002/SAM.11310},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChengALC17,
author = {Yu Cheng and
Ankit Agrawal and
Huan Liu and
Alok N. Choudhary},
title = {Legislative prediction with dual uncertainty minimization from heterogeneous
information},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {107--120},
year = {2017},
url = {https://doi.org/10.1002/sam.11309},
doi = {10.1002/SAM.11309},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChengALC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CollinsWH17,
author = {David H. Collins and
Brian P. Weaver and
Michael S. Hamada},
title = {Panning for gold: Enhancing the precision of sensitivity test data},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {3},
pages = {166--181},
year = {2017},
url = {https://doi.org/10.1002/sam.11345},
doi = {10.1002/SAM.11345},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CollinsWH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ConstantineD17,
author = {Paul G. Constantine and
Alireza Doostan},
title = {Time-dependent global sensitivity analysis with active subspaces for
a lithium ion battery model},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {243--262},
year = {2017},
url = {https://doi.org/10.1002/sam.11347},
doi = {10.1002/SAM.11347},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ConstantineD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Fenga17,
author = {Livio Fenga},
title = {A wavelet threshold denoising procedure for multimodel predictions:
An application to economic time series},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {410--421},
year = {2017},
url = {https://doi.org/10.1002/sam.11351},
doi = {10.1002/SAM.11351},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Fenga17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GiordanoRP17,
author = {Francesco Giordano and
Michele La Rocca and
Maria Lucia Parrella},
title = {Clustering complex time-series databases by using periodic components},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {89--106},
year = {2017},
url = {https://doi.org/10.1002/sam.11341},
doi = {10.1002/SAM.11341},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GiordanoRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GiudiciGMR17,
author = {Paolo Giudici and
Francesca Greselin and
Thomas Brendan Murphy and
Carla Rampichini},
title = {{CLADAG} 2015 special issue: Selected papers on classification and
data analysis},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {5},
year = {2017},
url = {https://doi.org/10.1002/sam.11340},
doi = {10.1002/SAM.11340},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GiudiciGMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HubertVY17,
author = {Mia Hubert and
Tim Verdonck and
{\"{O}}zlem Yorulmaz},
title = {Fast robust {SUR} with economical and actuarial applications},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {77--88},
year = {2017},
url = {https://doi.org/10.1002/sam.11313},
doi = {10.1002/SAM.11313},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HubertVY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LarmatMHA17,
author = {Car{\`{e}}ne Larmat and
Monica Maceira and
David M. Higdon and
Dale N. Anderson},
title = {Joining statistics and geophysics for assessment and uncertainty quantification
of three-dimensional seismic Earth models},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {277--289},
year = {2017},
url = {https://doi.org/10.1002/sam.11353},
doi = {10.1002/SAM.11353},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LarmatMHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiGRBV17,
author = {Qiwei Li and
Michele Guindani and
Brian J. Reich and
Howard D. Bondell and
Marina Vannucci},
title = {A Bayesian mixture model for clustering and selection of feature occurrence
rates under mean constraints},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {393--409},
year = {2017},
url = {https://doi.org/10.1002/sam.11350},
doi = {10.1002/SAM.11350},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LiGRBV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiY17,
author = {Bin Li and
Qingzhao Yu},
title = {A nonparametric test of independence between 2 variables},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {422--435},
year = {2017},
url = {https://doi.org/10.1002/sam.11363},
doi = {10.1002/SAM.11363},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LoglisciM17,
author = {Corrado Loglisci and
Donato Malerba},
title = {Leveraging temporal autocorrelation of historical data for improving
accuracy in network regression},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {40--53},
year = {2017},
url = {https://doi.org/10.1002/sam.11336},
doi = {10.1002/SAM.11336},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LoglisciM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MudunuruKMC17,
author = {Maruti Kumar Mudunuru and
Satish Karra and
Nataliia Makedonska and
Ting Chen},
title = {Sequential geophysical and flow inversion to characterize fracture
networks in subsurface systems},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {326--342},
year = {2017},
url = {https://doi.org/10.1002/sam.11356},
doi = {10.1002/SAM.11356},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MudunuruKMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NoraPSFB17,
author = {Ryan Nora and
Jayson Luc Peterson and
Brian K. Spears and
John Everett Field and
Scott Brandon},
title = {Ensemble simulations of inertial confinement fusion implosions},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {4},
pages = {230--237},
year = {2017},
url = {https://doi.org/10.1002/sam.11344},
doi = {10.1002/SAM.11344},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NoraPSFB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OyenASA17,
author = {Diane Oyen and
Blake Anderson and
Kari Sentz and
Christine M. Anderson{-}Cook},
title = {Order priors for Bayesian network discovery with an application to
malware phylogeny},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {343--358},
year = {2017},
url = {https://doi.org/10.1002/sam.11364},
doi = {10.1002/SAM.11364},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/OyenASA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PallottaKCN17,
author = {Giuliana Pallotta and
Goran Konjevod and
Jose Cadena and
Phan Nguyen},
title = {Context-aided analysis of community evolution in networks},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {290--311},
year = {2017},
url = {https://doi.org/10.1002/sam.11354},
doi = {10.1002/SAM.11354},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PallottaKCN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Parisi17,
author = {Laura Parisi},
title = {Dynamic hierarchical models for monetary transmission},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {54--71},
year = {2017},
url = {https://doi.org/10.1002/sam.11338},
doi = {10.1002/SAM.11338},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Parisi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PennoniR17,
author = {Fulvia Pennoni and
Isabella Romeo},
title = {Latent Markov and growth mixture models for ordinal individual responses
with covariates: {A} comparison},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {29--39},
year = {2017},
url = {https://doi.org/10.1002/sam.11335},
doi = {10.1002/SAM.11335},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PennoniR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PurvineSHHLLW17,
author = {Emilie Purvine and
Eduardo Cotilla Sanchez and
Mahantesh Halappanavar and
Zhenyu Huang and
Guang Lin and
Shuai Lu and
Shaobu Wang},
title = {Comparative study of clustering techniques for real-time dynamic model
reduction},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {263--276},
year = {2017},
url = {https://doi.org/10.1002/sam.11352},
doi = {10.1002/SAM.11352},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PurvineSHHLLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RagoziniPD17,
author = {Giancarlo Ragozini and
Francesco Palumbo and
Maria Rosaria D'Esposito},
title = {Archetypal analysis for data-driven prototype identification},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {1},
pages = {6--20},
year = {2017},
url = {https://doi.org/10.1002/sam.11325},
doi = {10.1002/SAM.11325},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RagoziniPD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RekatsinasGMNBG17,
author = {Theodoros Rekatsinas and
Saurav Ghosh and
Sumiko R. Mekaru and
Elaine O. Nsoesie and
John S. Brownstein and
Lise Getoor and
Naren Ramakrishnan},
title = {Forecasting rare disease outbreaks from open source indicators},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {136--150},
year = {2017},
url = {https://doi.org/10.1002/sam.11337},
doi = {10.1002/SAM.11337},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RekatsinasGMNBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SalingerCSW17,
author = {Andrew G. Salinger and
Paul G. Constantine and
John N. Shadid and
Timothy Wildey},
title = {Dimension reduction in magnetohydrodynamics power generation models:
Dimensional analysis and active subspaces},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {5},
pages = {312--325},
year = {2017},
url = {https://doi.org/10.1002/sam.11355},
doi = {10.1002/SAM.11355},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SalingerCSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SimonsonWHLB17,
author = {Katherine M. Simonson and
R. Derek West and
Ross L. Hansen and
Thomas E. LaBruyere III and
Mark H. Van Benthem},
title = {A statistical approach to combining multisource information in one-class
classifiers},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {4},
pages = {199--210},
year = {2017},
url = {https://doi.org/10.1002/sam.11342},
doi = {10.1002/SAM.11342},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SimonsonWHLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TangI17,
author = {Fei Tang and
Hemant Ishwaran},
title = {Random forest missing data algorithms},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {363--377},
year = {2017},
url = {https://doi.org/10.1002/sam.11348},
doi = {10.1002/SAM.11348},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TangI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TheilerZ17,
author = {James Theiler and
Beate G. Zimmer},
title = {Selecting the selector: Comparison of update rules for discrete global
optimization},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {4},
pages = {211--229},
year = {2017},
url = {https://doi.org/10.1002/sam.11343},
doi = {10.1002/SAM.11343},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TheilerZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XuC17,
author = {Chang Xu and
Sounak Chakraborty},
title = {Bayesian kernel machine models for testing genetic pathway effects
in prostate cancer prognosis},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {6},
pages = {378--392},
year = {2017},
url = {https://doi.org/10.1002/sam.11349},
doi = {10.1002/SAM.11349},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ArndtB16,
author = {Cornelius Arndt and
Ulf Brefeld},
title = {Predicting the future performance of soccer players},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {373--382},
year = {2016},
url = {https://doi.org/10.1002/sam.11321},
doi = {10.1002/SAM.11321},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ArndtB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BarnesB16,
author = {Sean L. Barnes and
Margr{\'{e}}t V. Bjarnad{\'{o}}ttir},
title = {Great expectations: An analysis of major league baseball free agent
performance},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {295--309},
year = {2016},
url = {https://doi.org/10.1002/sam.11311},
doi = {10.1002/SAM.11311},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BarnesB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BeaudoinSS16,
author = {David Beaudoin and
Oliver Schulte and
Tim B. Swartz},
title = {Biased penalty calls in the National Hockey League},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {365--372},
year = {2016},
url = {https://doi.org/10.1002/sam.11320},
doi = {10.1002/SAM.11320},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BeaudoinSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BhuiyanH16,
author = {Mansurul Bhuiyan and
Mohammad Al Hasan},
title = {Interactive knowledge discovery from hidden data through sampling
of frequent patterns},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {205--229},
year = {2016},
url = {https://doi.org/10.1002/sam.11322},
doi = {10.1002/SAM.11322},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BhuiyanH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BrooksKG16,
author = {Joel Brooks and
Matthew Kerr and
John V. Guttag},
title = {Using machine learning to draw inferences from pass location data
in soccer},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {338--349},
year = {2016},
url = {https://doi.org/10.1002/sam.11318},
doi = {10.1002/SAM.11318},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BrooksKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CerchielloG16,
author = {Paola Cerchiello and
Paolo Giudici},
title = {A Bayesian h-index: How to measure research impact},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {388--396},
year = {2016},
url = {https://doi.org/10.1002/sam.11326},
doi = {10.1002/SAM.11326},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CerchielloG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenLSK16,
author = {Guanhua Chen and
Yufeng Liu and
Dinggang Shen and
Michael R. Kosorok},
title = {Composite large margin classifiers with latent subclasses for heterogeneous
biomedical data},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {2},
pages = {75--88},
year = {2016},
url = {https://doi.org/10.1002/sam.11300},
doi = {10.1002/SAM.11300},
timestamp = {Thu, 25 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenLSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DazardCLR16,
author = {Jean{-}Eudes J. Dazard and
Michael Choe and
Michael LeBlanc and
J. Sunil Rao},
title = {Cross-validation and peeling strategies for survival bump hunting
using recursive peeling methods},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {1},
pages = {12--42},
year = {2016},
url = {https://doi.org/10.1002/sam.11301},
doi = {10.1002/SAM.11301},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DazardCLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FanK16,
author = {Ya{-}Ju Fan and
Chandrika Kamath},
title = {Detecting ramp events in wind energy generation using affinity evaluation
on weather data},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {3},
pages = {155--173},
year = {2016},
url = {https://doi.org/10.1002/sam.11308},
doi = {10.1002/SAM.11308},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FanK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FarawayMSWWZ16,
author = {Julian Faraway and
Ashish Mahabal and
Jiayang Sun and
Xiao{-}Feng Wang and
Yi G. Wang and
Lingsong Zhang},
title = {Modeling lightcurves for improved classification of astronomical objects},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {1},
pages = {1--11},
year = {2016},
url = {https://doi.org/10.1002/sam.11305},
doi = {10.1002/SAM.11305},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FarawayMSWWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FengLMZ16,
author = {Wenning Feng and
Chae Young Lim and
Tapabrata Maiti and
Zhen Zhang},
title = {Spatial regression and estimation of disease risks: {A} clustering-based
approach},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {417--434},
year = {2016},
url = {https://doi.org/10.1002/sam.11314},
doi = {10.1002/SAM.11314},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FengLMZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FrumentoMPR16,
author = {Paolo Frumento and
Fabrizia Mealli and
Barbara Pacini and
Donald B. Rubin},
title = {The fragility of standard inferential approaches in principal stratification
models relative to direct likelihood approaches},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {1},
pages = {58--70},
year = {2016},
url = {https://doi.org/10.1002/sam.11299},
doi = {10.1002/SAM.11299},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FrumentoMPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HassaniHSG16,
author = {Hossein Hassani and
Xu Huang and
Emmanuel Sirimal Silva and
Mansi Ghodsi},
title = {A review of data mining applications in crime},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {3},
pages = {139--154},
year = {2016},
url = {https://doi.org/10.1002/sam.11312},
doi = {10.1002/SAM.11312},
timestamp = {Fri, 11 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/HassaniHSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KaneLTU16,
author = {Michael J. Kane and
Bryan Lewis and
Sekhar Tatikonda and
Simon Urbanek},
title = {Scatter matrix concordance as a diagnostic for regressions on subsets
of data},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {249--259},
year = {2016},
url = {https://doi.org/10.1002/sam.11283},
doi = {10.1002/SAM.11283},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KaneLTU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimesHMLI16,
author = {Patrick K. Kimes and
David Neil Hayes and
J. S. Marron and
Yufeng Liu},
title = {Large-margin classification with multiple decision rules},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {2},
pages = {89--105},
year = {2016},
url = {https://doi.org/10.1002/sam.11304},
doi = {10.1002/SAM.11304},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimesHMLI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeW16,
author = {Anthony Lee and
Nick Whiteley},
title = {Forest resampling for distributed sequential Monte Carlo},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {230--248},
year = {2016},
url = {https://doi.org/10.1002/sam.11280},
doi = {10.1002/SAM.11280},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuSP16,
author = {Binghui Liu and
Xiaotong Shen and
Wei Pan},
title = {Nonlinear joint latent variable models and integrative tumor subtype
discovery},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {2},
pages = {106--116},
year = {2016},
url = {https://doi.org/10.1002/sam.11306},
doi = {10.1002/SAM.11306},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MaZ16,
author = {Yuting Ma and
Tian Zheng},
title = {Boosted sparse nonlinear distance metric learning},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {2},
pages = {117--134},
year = {2016},
url = {https://doi.org/10.1002/sam.11307},
doi = {10.1002/SAM.11307},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MaZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Makosso-Kallyth16,
author = {Sun Makosso{-}Kallyth},
title = {Principal axes analysis of symbolic histogram variables},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {3},
pages = {188--200},
year = {2016},
url = {https://doi.org/10.1002/sam.11270},
doi = {10.1002/SAM.11270},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Makosso-Kallyth16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MecheriRMKB16,
author = {Sami Mecheri and
Fran{\c{c}}ois Rioult and
Bruno Mantel and
Fran{\c{c}}ois Kauffmann and
Nicolas Benguigui},
title = {The serve impact in tennis: First large-scale study of big Hawk-Eye
data},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {310--325},
year = {2016},
url = {https://doi.org/10.1002/sam.11316},
doi = {10.1002/SAM.11316},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MecheriRMKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MiratrixA16,
author = {Luke Miratrix and
Robin Ackerman},
title = {Conducting sparse feature selection on arbitrarily long phrases in
text corpora with a focus on interpretability},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {435--460},
year = {2016},
url = {https://doi.org/10.1002/sam.11323},
doi = {10.1002/SAM.11323},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MiratrixA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Murphy16,
author = {Thomas Brendan Murphy},
title = {Statistical thinking and practice},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {387},
year = {2016},
url = {https://doi.org/10.1002/sam.11333},
doi = {10.1002/SAM.11333},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Murphy16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PapalexakisMSFT16,
author = {Evangelos E. Papalexakis and
Tom M. Mitchell and
Nicholas D. Sidiropoulos and
Christos Faloutsos and
Partha Pratim Talukdar and
Brian Murphy},
title = {Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and
applications},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {269--290},
year = {2016},
url = {https://doi.org/10.1002/sam.11315},
doi = {10.1002/SAM.11315},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/PapalexakisMSFT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/QiaoL16,
author = {Mu Qiao and
Jia Li},
title = {Distance-based mixture modeling for classification via hypothetical
local mapping},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {1},
pages = {43--57},
year = {2016},
url = {https://doi.org/10.1002/sam.11285},
doi = {10.1002/SAM.11285},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/QiaoL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Raftery16,
author = {Adrian E. Raftery},
title = {Use and communication of probabilistic forecasts},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {397--410},
year = {2016},
url = {https://doi.org/10.1002/sam.11302},
doi = {10.1002/SAM.11302},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Raftery16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShaddoxRSMS16,
author = {Trevor R. Shaddox and
Patrick B. Ryan and
Martijn J. Schuemie and
David Madigan and
Marc A. Suchard},
title = {Hierarchical models for multiple, rare outcomes using massive observational
healthcare databases},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {4},
pages = {260--268},
year = {2016},
url = {https://doi.org/10.1002/sam.11324},
doi = {10.1002/SAM.11324},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShaddoxRSMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShettyOG16,
author = {Bhupesh Shetty and
Jeffrey W. Ohlmann and
Gary J. Gaeth},
title = {Analysis of monday night football viewership},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {326--337},
year = {2016},
url = {https://doi.org/10.1002/sam.11317},
doi = {10.1002/SAM.11317},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShettyOG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VeauxHS16,
author = {Richard D. De Veaux and
Roger W. Hoerl and
Ronald D. Snee},
title = {Big data and the missing links},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {6},
pages = {411--416},
year = {2016},
url = {https://doi.org/10.1002/sam.11303},
doi = {10.1002/SAM.11303},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VeauxHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YinHLL16,
author = {Peifeng Yin and
Qi He and
Xingjie Liu and
Wang{-}Chien Lee},
title = {It takes two to tango: Exploring social tie development with both
online and offline interactions},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {3},
pages = {174--187},
year = {2016},
url = {https://doi.org/10.1002/sam.11265},
doi = {10.1002/SAM.11265},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YinHLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Zimmermann16,
author = {Albrecht Zimmermann},
title = {Basketball predictions in the {NCAAB} and {NBA:} Similarities and
differences},
journal = {Stat. Anal. Data Min.},
volume = {9},
number = {5},
pages = {350--364},
year = {2016},
url = {https://doi.org/10.1002/sam.11319},
doi = {10.1002/SAM.11319},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Zimmermann16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AllenCH15,
author = {Genevera I. Allen and
Frederick Campbell and
Yue Hu},
title = {Comments on "visualizing statistical models": Visualizing modern statistical
methods for Big Data},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {226--228},
year = {2015},
url = {https://doi.org/10.1002/sam.11272},
doi = {10.1002/SAM.11272},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AllenCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Anderson-CookBH15,
author = {Christine M. Anderson{-}Cook and
Tom Burr and
Michael S. Hamada and
Edward V. Thomas},
title = {Statistical analysis for nuclear forensics experiments},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {364--377},
year = {2015},
url = {https://doi.org/10.1002/sam.11278},
doi = {10.1002/SAM.11278},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Anderson-CookBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChapmanLA15,
author = {Jessica L. Chapman and
Lu Lu and
Christine M. Anderson{-}Cook},
title = {Impact of response variability on Pareto front optimization},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {314--328},
year = {2015},
url = {https://doi.org/10.1002/sam.11279},
doi = {10.1002/SAM.11279},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ChapmanLA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ConstantineZC15,
author = {Paul G. Constantine and
Brian R. Zaharatos and
Mark Campanelli},
title = {Discovering an active subspace in a single-diode solar cell model},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {264--273},
year = {2015},
url = {https://doi.org/10.1002/sam.11281},
doi = {10.1002/SAM.11281},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ConstantineZC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DiasB15,
author = {S{\'{o}}nia Dias and
Paula Brito},
title = {Linear regression model with histogram-valued variables},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {2},
pages = {75--113},
year = {2015},
url = {https://doi.org/10.1002/sam.11260},
doi = {10.1002/SAM.11260},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DiasB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GhoshW15,
author = {Samiran Ghosh and
Yazhen Wang},
title = {Feature import vector machine: {A} general classifier with flexible
feature selection},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {1},
pages = {49--63},
year = {2015},
url = {https://doi.org/10.1002/sam.11259},
doi = {10.1002/SAM.11259},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GhoshW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HouseLH15,
author = {Leanna House and
Scotland Leman and
Chao Han},
title = {Bayesian visual analytics: BaVA},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {1},
pages = {1--13},
year = {2015},
url = {https://doi.org/10.1002/sam.11253},
doi = {10.1002/SAM.11253},
timestamp = {Wed, 28 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HouseLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Hurley15,
author = {Catherine Hurley},
title = {Discussion of "visualizing statistical models: Removing the blindfold"},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {229--231},
year = {2015},
url = {https://doi.org/10.1002/sam.11273},
doi = {10.1002/SAM.11273},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Hurley15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoutraKVF15,
author = {Danai Koutra and
U Kang and
Jilles Vreeken and
Christos Faloutsos},
title = {Summarizing and understanding large graphs},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {183--202},
year = {2015},
url = {https://doi.org/10.1002/sam.11267},
doi = {10.1002/SAM.11267},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KoutraKVF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeCS15,
author = {Kyu Ha Lee and
Sounak Chakraborty and
Jianguo Sun},
title = {Survival prediction and variable selection with simultaneous shrinkage
and grouping priors},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {2},
pages = {114--127},
year = {2015},
url = {https://doi.org/10.1002/sam.11266},
doi = {10.1002/SAM.11266},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeCS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MercatantiLM15,
author = {Andrea Mercatanti and
Fan Li and
Fabrizia Mealli},
title = {Improving inference of Gaussian mixtures using auxiliary variables},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {1},
pages = {34--48},
year = {2015},
url = {https://doi.org/10.1002/sam.11256},
doi = {10.1002/SAM.11256},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MercatantiLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Myers15,
author = {Kary L. Myers},
title = {CoDA 2014 special issue: Exploring data-focused research across the
department of energy},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {263},
year = {2015},
url = {https://doi.org/10.1002/sam.11297},
doi = {10.1002/SAM.11297},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Myers15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PatilL15,
author = {Prasad Patil and
Jeffrey T. Leek},
title = {Discussion of "visualizing statistical models: Removing the blindfold"},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {240--241},
year = {2015},
url = {https://doi.org/10.1002/sam.11275},
doi = {10.1002/SAM.11275},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PatilL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RahmanCBC15,
author = {Mahmudur Rahman and
Bogdan Carbunar and
Jaime Ballesteros and
Duen Horng (Polo) Chau},
title = {To catch a fake: Curbing deceptive Yelp ratings and venues},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {147--161},
year = {2015},
url = {https://doi.org/10.1002/sam.11264},
doi = {10.1002/SAM.11264},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RahmanCBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RanaGPV15,
author = {Santu Rana and
Sunil Gupta and
Dinh Q. Phung and
Svetha Venkatesh},
title = {A predictive framework for modeling healthcare data with evolving
clinical interventions},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {162--182},
year = {2015},
url = {https://doi.org/10.1002/sam.11262},
doi = {10.1002/SAM.11262},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RanaGPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ReeseSB15,
author = {C. Shane Reese and
Brittany S. Spencer and
Erika L. Ball},
title = {Modeling supernovae light curves: An application of hierarchical smoothing
splines},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {302--313},
year = {2015},
url = {https://doi.org/10.1002/sam.11295},
doi = {10.1002/SAM.11295},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ReeseSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RintoulW15,
author = {Mark D. Rintoul and
Andrew T. Wilson},
title = {Trajectory analysis via a geometric feature space approach},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {287--301},
year = {2015},
url = {https://doi.org/10.1002/sam.11287},
doi = {10.1002/SAM.11287},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RintoulW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SahaH15,
author = {Tanay Kumar Saha and
Mohammad Al Hasan},
title = {FS\({}^{\mbox{3}}\): {A} sampling based method for top-\emph{k} frequent
subgraph mining},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {245--261},
year = {2015},
url = {https://doi.org/10.1002/sam.11277},
doi = {10.1002/SAM.11277},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SahaH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SextonSN15,
author = {Joseph Sexton and
Curtis B. Storlie and
Joshua Neil},
title = {Attack chain detection},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {353--363},
year = {2015},
url = {https://doi.org/10.1002/sam.11296},
doi = {10.1002/SAM.11296},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SextonSN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShahnRM15,
author = {Zach Shahn and
Patrick B. Ryan and
David Madigan},
title = {Predicting health outcomes from high-dimensional longitudinal health
histories using relational random forests},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {2},
pages = {128--136},
year = {2015},
url = {https://doi.org/10.1002/sam.11268},
doi = {10.1002/SAM.11268},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShahnRM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/StracuzziBPRWW15,
author = {David J. Stracuzzi and
Randy C. Brost and
Cynthia A. Phillips and
David G. Robinson and
Alyson G. Wilson and
Diane Myung{-}kyung Woodbridge},
title = {Computing quality scores and uncertainty for approximate pattern matching
in geospatial semantic graphs},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {340--352},
year = {2015},
url = {https://doi.org/10.1002/sam.11294},
doi = {10.1002/SAM.11294},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/StracuzziBPRWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VapnikBI15,
author = {Vladimir Vapnik and
Igor Braga and
Rauf Izmailov},
title = {Constructive setting for problems of density ratio estimation},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {137--146},
year = {2015},
url = {https://doi.org/10.1002/sam.11263},
doi = {10.1002/SAM.11263},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VapnikBI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Villa-Vialaneix15,
author = {Nathalie Villa{-}Vialaneix and
Anne Ruiz{-}Gazen},
title = {Beyond multidimensional data in model visualization: High-dimensional
and complex nonnumeric data},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {232--239},
year = {2015},
url = {https://doi.org/10.1002/sam.11274},
doi = {10.1002/SAM.11274},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Villa-Vialaneix15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WeaverWAH15,
author = {Brian P. Weaver and
Richard L. Warr and
Christine M. Anderson{-}Cook and
David M. Higdon},
title = {Visualizing discrepancies from nonlinear models and computer experiments},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {274--286},
year = {2015},
url = {https://doi.org/10.1002/sam.11282},
doi = {10.1002/SAM.11282},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WeaverWAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WickhamCH15,
author = {Hadley Wickham and
Dianne Cook and
Heike Hofmann},
title = {Visualizing statistical models: Removing the blindfold},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {203--225},
year = {2015},
url = {https://doi.org/10.1002/sam.11271},
doi = {10.1002/SAM.11271},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WickhamCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WickhamCH15a,
author = {Hadley Wickham and
Dianne Cook and
Heike Hofmann},
title = {Authors' response to discussants},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {4},
pages = {242--244},
year = {2015},
url = {https://doi.org/10.1002/sam.11276},
doi = {10.1002/SAM.11276},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WickhamCH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YamalGAFMCC15,
author = {Jose{-}Miguel Yamal and
Martial Guillaud and
E. Neely Atkinson and
Michele Follen and
Calum MacAulay and
Scott B. Cantor and
Dennis D. Cox},
title = {Prediction using hierarchical data: Applications for automated detection
of cervical cancer},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {2},
pages = {65--74},
year = {2015},
url = {https://doi.org/10.1002/sam.11261},
doi = {10.1002/SAM.11261},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/YamalGAFMCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuC15,
author = {Chi Wai Yu and
Bertrand S. Clarke},
title = {Regular, median and Huber cross-validation: {A} computational comparison},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {1},
pages = {14--33},
year = {2015},
url = {https://doi.org/10.1002/sam.11254},
doi = {10.1002/SAM.11254},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZaharatosCT15,
author = {Brian R. Zaharatos and
Mark Campanelli and
Luis Tenorio},
title = {On the estimability of the {PV} single-diode model parameters},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {5-6},
pages = {329--339},
year = {2015},
url = {https://doi.org/10.1002/sam.11286},
doi = {10.1002/SAM.11286},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZaharatosCT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AbrahamTPWZL14,
author = {Zubin Abraham and
Pang{-}Ning Tan and
Perdinan and
Julie A. Winkler and
Shiyuan Zhong and
Malgorzata Liszewska},
title = {Contour regression: {A} distribution-regularized regression framework
for climate modeling},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {272--281},
year = {2014},
url = {https://doi.org/10.1002/sam.11222},
doi = {10.1002/SAM.11222},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AbrahamTPWZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalXY14,
author = {Charu C. Aggarwal and
Yan Xie and
Philip S. Yu},
title = {A framework for dynamic link prediction in heterogeneous networks},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {14--33},
year = {2014},
url = {https://doi.org/10.1002/sam.11198},
doi = {10.1002/SAM.11198},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalXY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AlotaibiRI14,
author = {Khaled Alotaibi and
Victor J. Rayward{-}Smith and
Beatriz de la Iglesia},
title = {Nonmetric multidimensional scaling: {A} perturbation model for privacy-preserving
data clustering},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {3},
pages = {175--193},
year = {2014},
url = {https://doi.org/10.1002/sam.11225},
doi = {10.1002/SAM.11225},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AlotaibiRI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AnwarJG14,
author = {Nafees Anwar and
Geoff Jones and
Siva Ganesh},
title = {Measurement of data complexity for classification problems with unbalanced
data},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {3},
pages = {194--211},
year = {2014},
url = {https://doi.org/10.1002/sam.11228},
doi = {10.1002/SAM.11228},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AnwarJG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BadarnaW14,
author = {Murad Badarna and
Ran Wolff},
title = {Fast and accurate detection of changes in data streams},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {2},
pages = {125--139},
year = {2014},
url = {https://doi.org/10.1002/sam.11216},
doi = {10.1002/SAM.11216},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BadarnaW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Cleveland14,
author = {William S. Cleveland},
title = {Data science: An action plan for expanding the technical areas of
the field of statistics},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {414--417},
year = {2014},
url = {https://doi.org/10.1002/sam.11239},
doi = {10.1002/SAM.11239},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Cleveland14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ClevelandH14,
author = {William S. Cleveland and
Ryan Hafen},
title = {Divide and recombine (D{\&}R): Data science for large complex
data},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {425--433},
year = {2014},
url = {https://doi.org/10.1002/sam.11242},
doi = {10.1002/SAM.11242},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ClevelandH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CuleTG14,
author = {Boris Cule and
Nikolaj Tatti and
Bart Goethals},
title = {{MARBLES:} Mining association rules buried in long event sequences},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {2},
pages = {93--110},
year = {2014},
url = {https://doi.org/10.1002/sam.11199},
doi = {10.1002/SAM.11199},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CuleTG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CurtinR14,
author = {Ryan R. Curtin and
Parikshit Ram},
title = {Dual-tree fast exact max-kernel search},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {229--253},
year = {2014},
url = {https://doi.org/10.1002/sam.11218},
doi = {10.1002/SAM.11218},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CurtinR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DengBR14,
author = {Houtao Deng and
Mustafa G{\"{o}}k{\c{c}}e Baydogan and
George C. Runger},
title = {{SMT:} Sparse multivariate tree},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {53--69},
year = {2014},
url = {https://doi.org/10.1002/sam.11208},
doi = {10.1002/SAM.11208},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/DengBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DengHLJWL14,
author = {Hongbo Deng and
Jiawei Han and
Hao Li and
Heng Ji and
Hongning Wang and
Yue Lu},
title = {Exploring and inferring user-user pseudo-friendship for sentiment
analysis with heterogeneous networks},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {308--321},
year = {2014},
url = {https://doi.org/10.1002/sam.11223},
doi = {10.1002/SAM.11223},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DengHLJWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DyZ14,
author = {Jennifer G. Dy and
Zhi{-}Hua Zhou},
title = {Editorial to the Special Issue of Selected Papers of {SDM} 2013},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {227--228},
year = {2014},
url = {https://doi.org/10.1002/sam.11238},
doi = {10.1002/SAM.11238},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DyZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FranksSALHGWKBM14,
author = {Riley Franks and
Sukhminder Sandhu and
Armen Avagyan and
Yun Lu and
Han Hong and
Bruno Garc{\'{\i}}a and
Christopher Worrall and
Jeffrey Kelman and
Robert Ball and
Thomas MaCurdy},
title = {Robustness properties of a sequential test for vaccine safety in the
presence of misspecification},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {368--375},
year = {2014},
url = {https://doi.org/10.1002/sam.11234},
doi = {10.1002/SAM.11234},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FranksSALHGWKBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GeGNLZ14,
author = {Liang Ge and
Jing Gao and
Hung Q. Ngo and
Kang Li and
Aidong Zhang},
title = {On handling negative transfer and imbalanced distributions in multiple
source transfer learning},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {254--271},
year = {2014},
url = {https://doi.org/10.1002/sam.11217},
doi = {10.1002/SAM.11217},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GeGNLZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HagarAPCDE14,
author = {Yolanda Hagar and
David J. Albers and
Rimma Pivovarov and
Herbert S. Chase and
Vanja Dukic and
No{\'{e}}mie Elhadad},
title = {Survival analysis with electronic health record data: Experiments
with chronic kidney disease},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {385--403},
year = {2014},
url = {https://doi.org/10.1002/sam.11236},
doi = {10.1002/SAM.11236},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/HagarAPCDE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kane14,
author = {Michael J. Kane},
title = {Cleveland's action plan and the development of data science over the
last 12 years},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {423--424},
year = {2014},
url = {https://doi.org/10.1002/sam.11244},
doi = {10.1002/SAM.11244},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Kane14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KangSLD14,
author = {Joseph Kang and
Xiaogang Su and
Lei Liu and
Martha L. Daviglus},
title = {Causal inference of interaction effects with inverse propensity weighting,
G-computation and tree-based standardization},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {323--336},
year = {2014},
url = {https://doi.org/10.1002/sam.11220},
doi = {10.1002/SAM.11220},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KangSLD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LahiriTC14,
author = {Bibudh Lahiri and
Srikanta Tirthapura and
Jaideep Chandrashekar},
title = {Space-efficient tracking of persistent items in a massive data stream},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {70--92},
year = {2014},
url = {https://doi.org/10.1002/sam.11214},
doi = {10.1002/SAM.11214},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LahiriTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LamMFC14,
author = {Hoang Thanh Lam and
Fabian M{\"{o}}rchen and
Dmitriy Fradkin and
Toon Calders},
title = {Mining Compressing Sequential Patterns},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {34--52},
year = {2014},
url = {https://doi.org/10.1002/sam.11192},
doi = {10.1002/SAM.11192},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LamMFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeSVG14,
author = {Dongryeol Lee and
Piyush Sao and
Richard W. Vuduc and
Alexander G. Gray},
title = {A distributed kernel summation framework for general-dimension machine
learning},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {1},
pages = {1--13},
year = {2014},
url = {https://doi.org/10.1002/sam.11207},
doi = {10.1002/SAM.11207},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeSVG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LevineFSN14,
author = {Richard A. Levine and
Juanjuan Fan and
Xiaogang Su and
Martha E. Nunn},
title = {Bayesian survival trees for clustered observations, applied to tooth
prognosis},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {2},
pages = {111--124},
year = {2014},
url = {https://doi.org/10.1002/sam.11215},
doi = {10.1002/SAM.11215},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LevineFSN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuSL14,
author = {Cong Liu and
Tao Shi and
Yoonkyung Lee},
title = {Two tales of variable selection for high dimensional regression: Screening
and model building},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {2},
pages = {140--159},
year = {2014},
url = {https://doi.org/10.1002/sam.11219},
doi = {10.1002/SAM.11219},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Loh14,
author = {Ji Meng Loh},
title = {Spatial detection of anomalous cellular network events},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {3},
pages = {212--225},
year = {2014},
url = {https://doi.org/10.1002/sam.11229},
doi = {10.1002/SAM.11229},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Loh14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LopianoOY14,
author = {Kenneth K. Lopiano and
Robert L. Obenchain and
S. Stanley Young},
title = {Fair treatment comparisons in observational research},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {376--384},
year = {2014},
url = {https://doi.org/10.1002/sam.11235},
doi = {10.1002/SAM.11235},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LopianoOY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MacKenzieTB14,
author = {Cameron A. MacKenzie and
Theodore B. Trafalis and
Kash Barker},
title = {A Bayesian beta kernel model for binary classification and online
learning problems},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {434--449},
year = {2014},
url = {https://doi.org/10.1002/sam.11241},
doi = {10.1002/SAM.11241},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MacKenzieTB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Madigan14,
author = {David Madigan},
title = {Editorial},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {413},
year = {2014},
url = {https://doi.org/10.1002/sam.11257},
doi = {10.1002/SAM.11257},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Madigan14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MarkatouB14,
author = {Marianthi Markatou and
Robert Ball},
title = {A pattern discovery framework for adverse event evaluation and inference
in spontaneous reporting systems},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {352--367},
year = {2014},
url = {https://doi.org/10.1002/sam.11233},
doi = {10.1002/SAM.11233},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MarkatouB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/McCormickFKR14,
author = {Tyler H. McCormick and
Rebecca Ferrell and
Alan F. Karr and
Patrick B. Ryan},
title = {Big data, big results: Knowledge discovery in output from large-scale
analytics},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {404--412},
year = {2014},
url = {https://doi.org/10.1002/sam.11237},
doi = {10.1002/SAM.11237},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/McCormickFKR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MinasM14,
author = {Christopher Minas and
Giovanni Montana},
title = {Distance-Based Analysis of Variance: Approximate Inference},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {450--470},
year = {2014},
url = {https://doi.org/10.1002/sam.11227},
doi = {10.1002/SAM.11227},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MinasM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MyersW14,
author = {Kary L. Myers and
Scott A. Vander Wiel},
title = {Discussion of 'data science: An action plan for expanding the technical
areas of the field of statistics'},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {420--422},
year = {2014},
url = {https://doi.org/10.1002/sam.11245},
doi = {10.1002/SAM.11245},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MyersW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NelsonSYPBFLMWXJ14,
author = {Jennifer C. Nelson and
Susan M. Shortreed and
Onchee Yu and
Do Peterson and
Roger Baxter and
Bruce Fireman and
Ned Lewis and
Dave McClure and
Eric Weintraub and
Stan Xu and
Lisa A. Jackson},
title = {Integrating database knowledge and epidemiological design to improve
the implementation of data mining methods that evaluate vaccine safety
in large healthcare databases},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {5},
pages = {337--351},
year = {2014},
url = {https://doi.org/10.1002/sam.11232},
doi = {10.1002/SAM.11232},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NelsonSYPBFLMWXJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Scott14,
author = {Steven L. Scott},
title = {\emph{Carpe Datum}! Comment on 'data science: An action plan for expanding
the technical areas of the field of statistics'},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {6},
pages = {418--419},
year = {2014},
url = {https://doi.org/10.1002/sam.11243},
doi = {10.1002/SAM.11243},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Scott14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SeshadhriPK14,
author = {C. Seshadhri and
Ali Pinar and
Tamara G. Kolda},
title = {Wedge sampling for computing clustering coefficients and triangle
counts on large graphs},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {294--307},
year = {2014},
url = {https://doi.org/10.1002/sam.11224},
doi = {10.1002/SAM.11224},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SeshadhriPK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShiPGY14,
author = {Xiaoxiao Shi and
Jean{-}Fran{\c{c}}ois Paiement and
David Grangier and
Philip S. Yu},
title = {{GBC:} Gradient boosting consensus model for heterogeneous data},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {3},
pages = {161--174},
year = {2014},
url = {https://doi.org/10.1002/sam.11193},
doi = {10.1002/SAM.11193},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShiPGY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TanZX014,
author = {Ben Tan and
Erheng Zhong and
Evan Wei Xiang and
Qiang Yang},
title = {Multi-transfer: Transfer learning with multiple views and multiple
sources},
journal = {Stat. Anal. Data Min.},
volume = {7},
number = {4},
pages = {282--293},
year = {2014},
url = {https://doi.org/10.1002/sam.11226},
doi = {10.1002/SAM.11226},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TanZX014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AllenPVM13,
author = {Genevera I. Allen and
Christine B. Peterson and
Marina Vannucci and
Mirjana Maletic{-}Savatic},
title = {Regularized partial least squares with an application to {NMR} spectroscopy},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {302--314},
year = {2013},
url = {https://doi.org/10.1002/sam.11169},
doi = {10.1002/SAM.11169},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AllenPVM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AndreonH13,
author = {Stefano Andreon and
Merrilee Hurn},
title = {Measurement errors and scaling relations in astrophysics: a review},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {15--33},
year = {2013},
url = {https://doi.org/10.1002/sam.11173},
doi = {10.1002/SAM.11173},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AndreonH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AustinPS13,
author = {Erin Austin and
Wei Pan and
Xiaotong Shen},
title = {Penalized regression and risk prediction in genome-wide association
studies},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {315--328},
year = {2013},
url = {https://doi.org/10.1002/sam.11183},
doi = {10.1002/SAM.11183},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AustinPS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BanksS13,
author = {David Banks and
Xiaotong Shen},
title = {Introduction},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {457},
year = {2013},
url = {https://doi.org/10.1002/sam.11213},
doi = {10.1002/SAM.11213},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BanksS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BellangerVPJS13,
author = {Lise Bellanger and
Caroline Vigneau and
Jacques Pivette and
Pascale Jolliet and
V{\'{e}}ronique S{\'{e}}bille},
title = {Discrimination of psychotropic drugs over-consumers using a threshold
exceedance based approach},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {2},
pages = {91--101},
year = {2013},
url = {https://doi.org/10.1002/sam.11165},
doi = {10.1002/SAM.11165},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BellangerVPJS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BianG13,
author = {Linkan Bian and
Nagi Gebraeel},
title = {Stochastic methodology for prognostics under continuously varying
environmental profiles},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {260--270},
year = {2013},
url = {https://doi.org/10.1002/sam.11154},
doi = {10.1002/SAM.11154},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BianG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Clarke13,
author = {Bertrand S. Clarke},
title = {Special Issue on Statistical Learning},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {271--272},
year = {2013},
url = {https://doi.org/10.1002/sam.11201},
doi = {10.1002/SAM.11201},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Clarke13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DasS13,
author = {Kamalika Das and
Ashok N. Srivastava},
title = {Sparse inverse kernel Gaussian Process regression},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {205--220},
year = {2013},
url = {https://doi.org/10.1002/sam.11189},
doi = {10.1002/SAM.11189},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DasS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Diday13,
author = {Edwin Diday},
title = {Principal component analysis for bar charts and metabins tables},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {5},
pages = {403--430},
year = {2013},
url = {https://doi.org/10.1002/sam.11188},
doi = {10.1002/SAM.11188},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Diday13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Epifanio13,
author = {Irene Epifanio},
title = {h-plots for displaying nonmetric dissimilarity matrices},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {2},
pages = {136--143},
year = {2013},
url = {https://doi.org/10.1002/sam.11177},
doi = {10.1002/SAM.11177},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Epifanio13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FreyC13,
author = {Micheal R. Frey and
Kyle A. Caudle},
title = {Flow field forecasting for univariate time series},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {506--518},
year = {2013},
url = {https://doi.org/10.1002/sam.11191},
doi = {10.1002/SAM.11191},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FreyC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GandyT13,
author = {Axel Gandy and
Roberto Trotta},
title = {Special Issue on Astrostatistics},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {1--2},
year = {2013},
url = {https://doi.org/10.1002/sam.11182},
doi = {10.1002/SAM.11182},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/GandyT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GhaouiPLDSB13,
author = {Laurent El Ghaoui and
Vu Pham and
Guan{-}Cheng Li and
Viet{-}An Duong and
Ashok N. Srivastava and
Kanishka Bhaduri},
title = {Understanding large text corpora via sparse machine learning},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {221--242},
year = {2013},
url = {https://doi.org/10.1002/sam.11187},
doi = {10.1002/SAM.11187},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GhaouiPLDSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GiannakisM13,
author = {Dimitrios Giannakis and
Andrew J. Majda},
title = {Nonlinear Laplacian spectral analysis: capturing intermittent and
low-frequency spatiotemporal patterns in high-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {180--194},
year = {2013},
url = {https://doi.org/10.1002/sam.11171},
doi = {10.1002/SAM.11171},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/GiannakisM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GulloPT13,
author = {Francesco Gullo and
Giovanni Ponti and
Andrea Tagarelli},
title = {Minimizing the variance of cluster mixture models for clustering uncertain
objects},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {2},
pages = {116--135},
year = {2013},
url = {https://doi.org/10.1002/sam.11170},
doi = {10.1002/SAM.11170},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GulloPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HenrionHGM13,
author = {Marc Y. R. Henrion and
David J. Hand and
Axel Gandy and
Daniel J. Mortlock},
title = {{CASOS:} a subspace method for anomaly detection in high dimensional
astronomical databases},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {53--72},
year = {2013},
url = {https://doi.org/10.1002/sam.11167},
doi = {10.1002/SAM.11167},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HenrionHGM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HolmstromL13,
author = {Lasse Holmstr{\"{o}}m and
Ilkka Launonen},
title = {Posterior singular spectrum analysis},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {5},
pages = {387--402},
year = {2013},
url = {https://doi.org/10.1002/sam.11195},
doi = {10.1002/SAM.11195},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HolmstromL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/IzbickiS13,
author = {Rafael Izbicki and
Rafael Bassi Stern},
title = {Learning with many experts: Model selection and sparsity},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {565--577},
year = {2013},
url = {https://doi.org/10.1002/sam.11206},
doi = {10.1002/SAM.11206},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/IzbickiS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KawaleLKSSKGSS13,
author = {Jaya Kawale and
Stefan Liess and
Arjun Kumar and
Michael S. Steinbach and
Peter K. Snyder and
Vipin Kumar and
Auroop R. Ganguly and
Nagiza F. Samatova and
Fredrick H. M. Semazzi},
title = {A graph-based approach to find teleconnections in climate data},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {158--179},
year = {2013},
url = {https://doi.org/10.1002/sam.11181},
doi = {10.1002/SAM.11181},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KawaleLKSSKGSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kawano13,
author = {Shuichi Kawano},
title = {Semi-supervised logistic discrimination via labeled data and unlabeled
data from different sampling distributions},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {472--481},
year = {2013},
url = {https://doi.org/10.1002/sam.11204},
doi = {10.1002/SAM.11204},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/Kawano13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoepkeC13,
author = {Hoyt A. Koepke and
Bertrand S. Clarke},
title = {A Bayesian criterion for cluster stability},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {346--374},
year = {2013},
url = {https://doi.org/10.1002/sam.11176},
doi = {10.1002/SAM.11176},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KoepkeC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiangL13,
author = {Zhiyu Liang and
Yoonkyung Lee},
title = {Eigen-analysis of nonlinear {PCA} with polynomial kernels},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {529--544},
year = {2013},
url = {https://doi.org/10.1002/sam.11211},
doi = {10.1002/SAM.11211},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiangL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Maboudou-TchaoS13,
author = {Edgard M. Maboudou{-}Tchao and
Ivair Silva},
title = {Tests for mean vectors in high dimension},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {578--598},
year = {2013},
url = {https://doi.org/10.1002/sam.11209},
doi = {10.1002/SAM.11209},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Maboudou-TchaoS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/NguyenZ13,
author = {Jennifer Nguyen and
Mu Zhu},
title = {Content-boosted matrix factorization techniques for recommender systems},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {286--301},
year = {2013},
url = {https://doi.org/10.1002/sam.11184},
doi = {10.1002/SAM.11184},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/NguyenZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParkinsonL13,
author = {David Parkinson and
Andrew R. Liddle},
title = {Bayesian model averaging in astrophysics: a review},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {3--14},
year = {2013},
url = {https://doi.org/10.1002/sam.11179},
doi = {10.1002/SAM.11179},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParkinsonL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SampathV13,
author = {Srinath Sampath and
Joseph S. Verducci},
title = {Detecting the end of agreement between two long ranked lists},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {458--471},
year = {2013},
url = {https://doi.org/10.1002/sam.11205},
doi = {10.1002/SAM.11205},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SampathV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShawC13,
author = {David A. Shaw and
Rama Chellappa},
title = {Regression on manifolds using data-dependent regularization with applications
in computer vision},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {519--528},
year = {2013},
url = {https://doi.org/10.1002/sam.11190},
doi = {10.1002/SAM.11190},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShawC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SorianoAB13,
author = {Jacopo Soriano and
Timothy Au and
David Banks},
title = {Text mining in computational advertising},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {273--285},
year = {2013},
url = {https://doi.org/10.1002/sam.11197},
doi = {10.1002/SAM.11197},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SorianoAB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SrivastavaC13,
author = {Ashok N. Srivastava and
Nitesh V. Chawla},
title = {Special Issue on {CIDU} '11},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {157},
year = {2013},
url = {https://doi.org/10.1002/sam.11194},
doi = {10.1002/SAM.11194},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SrivastavaC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinDHDJJ13,
author = {Nathan M. Stein and
David A. Van Dyk and
Ted von Hippel and
Steven DeGennaro and
Elizabeth J. Jeffery and
William H. Jefferys},
title = {Combining computer models to account for mass loss in stellar evolution},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {34--52},
year = {2013},
url = {https://doi.org/10.1002/sam.11172},
doi = {10.1002/SAM.11172},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/SteinDHDJJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/StenningLDKSY13,
author = {David C. Stenning and
Thomas C. M. Lee and
David A. Van Dyk and
Vinay Kashyap and
Julia Sandell and
C. Alex Young},
title = {Morphological feature extraction for statistical learning with applications
to solar image data},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {329--345},
year = {2013},
url = {https://doi.org/10.1002/sam.11200},
doi = {10.1002/SAM.11200},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/StenningLDKSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ThielerBFR13,
author = {Anita Monika Thieler and
Michael Backes and
Roland Fried and
Wolfgang Rhode},
title = {Periodicity detection in irregularly sampled light curves by robust
regression and outlier detection},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {1},
pages = {73--89},
year = {2013},
url = {https://doi.org/10.1002/sam.11178},
doi = {10.1002/SAM.11178},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ThielerBFR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ThompsonMRW13,
author = {David R. Thompson and
Walid A. Majid and
Colorado Reed and
Kiri L. Wagstaff},
title = {Semi-supervised Eigenbasis novelty detection},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {195--204},
year = {2013},
url = {https://doi.org/10.1002/sam.11148},
doi = {10.1002/SAM.11148},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ThompsonMRW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TianHS13,
author = {Tian Siva Tian and
Jianhua Z. Huang and
Haipeng Shen},
title = {Two-way regularization for {MEG} source reconstruction via multilevel
coordinate descent},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {545--556},
year = {2013},
url = {https://doi.org/10.1002/sam.11210},
doi = {10.1002/SAM.11210},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TianHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TurnbullGZ13,
author = {Bradley C. Turnbull and
Subhashis Ghosal and
Hao Helen Zhang},
title = {Iterative selection using orthogonal regression techniques},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {557--564},
year = {2013},
url = {https://doi.org/10.1002/sam.11212},
doi = {10.1002/SAM.11212},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TurnbullGZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Wagaman13,
author = {Amy Wagaman},
title = {Efficient \emph{k}-NN graph construction for graphs on variables},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {5},
pages = {443--455},
year = {2013},
url = {https://doi.org/10.1002/sam.11186},
doi = {10.1002/SAM.11186},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Wagaman13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Wagaman13a,
author = {Amy Wagaman},
title = {Graph construction and random graph generation for modeling protein
structures},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {482--495},
year = {2013},
url = {https://doi.org/10.1002/sam.11203},
doi = {10.1002/SAM.11203},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Wagaman13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WinhamFB13,
author = {Stacey J. Winham and
Robert R. Freimuth and
Joanna M. Biernacka},
title = {A weighted random forests approach to improve predictive performance},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {6},
pages = {496--505},
year = {2013},
url = {https://doi.org/10.1002/sam.11196},
doi = {10.1002/SAM.11196},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WinhamFB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YoungX13,
author = {S. Stanley Young and
Jessie Q. Xia},
title = {Assessing geographic heterogeneity and variable importance in an air
pollution data set},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {4},
pages = {375--386},
year = {2013},
url = {https://doi.org/10.1002/sam.11202},
doi = {10.1002/SAM.11202},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YoungX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuZS13,
author = {Tianwei Yu and
Yize Zhao and
Shihao Shen},
title = {{AAPL:} assessing association between \emph{p}-value lists},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {2},
pages = {144--155},
year = {2013},
url = {https://doi.org/10.1002/sam.11180},
doi = {10.1002/SAM.11180},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuanW13,
author = {Ting Yuan and
Junhui Wang},
title = {A coordinate descent algorithm for sparse positive definite matrix
estimation},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {5},
pages = {431--442},
year = {2013},
url = {https://doi.org/10.1002/sam.11185},
doi = {10.1002/SAM.11185},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuanW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangCJB13,
author = {Zhanpan Zhang and
Xinping Cui and
Daniel R. Jeske and
James Borneman},
title = {Biclustering scatter plots using data depth measures},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {2},
pages = {102--115},
year = {2013},
url = {https://doi.org/10.1002/sam.11166},
doi = {10.1002/SAM.11166},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangCJB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangZH13,
author = {Duo Zhang and
ChengXiang Zhai and
Jiawei Han},
title = {MiTexCube: MicroTextCluster Cube for online analysis of text cells
and its applications},
journal = {Stat. Anal. Data Min.},
volume = {6},
number = {3},
pages = {243--259},
year = {2013},
url = {https://doi.org/10.1002/sam.11159},
doi = {10.1002/SAM.11159},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangZH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/0001SE12,
author = {Fei Wang and
Jimeng Sun and
Shahram Ebadollahi},
title = {Composite distance metric integration by leveraging multiple experts'
inputs and its application in patient similarity assessment},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {54--69},
year = {2012},
url = {https://doi.org/10.1002/sam.11135},
doi = {10.1002/SAM.11135},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/0001SE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalL12,
author = {Charu C. Aggarwal and
Nan Li},
title = {On supervised mining of dynamic content-based networks},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {16--34},
year = {2012},
url = {https://doi.org/10.1002/sam.10140},
doi = {10.1002/SAM.10140},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AhnPPJ12,
author = {Jeongyoun Ahn and
Muliang Peng and
Cheolwoo Park and
Yongho Jeon},
title = {A resampling approach for interval-valued data regression},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {336--348},
year = {2012},
url = {https://doi.org/10.1002/sam.11150},
doi = {10.1002/SAM.11150},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/AhnPPJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AnagnostopoulosTAPH12,
author = {Christoforos Anagnostopoulos and
Dimitris K. Tasoulis and
Niall M. Adams and
Nicos G. Pavlidis and
David J. Hand},
title = {Online linear and quadratic discriminant analysis with adaptive forgetting
for streaming classification},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {139--166},
year = {2012},
url = {https://doi.org/10.1002/sam.10151},
doi = {10.1002/SAM.10151},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AnagnostopoulosTAPH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CastroA12,
author = {Nuno Filipe Castro and
Paulo J. Azevedo},
title = {Significant motifs in time series},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {35--53},
year = {2012},
url = {https://doi.org/10.1002/sam.11134},
doi = {10.1002/SAM.11134},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/CastroA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CliftonW12,
author = {Chris Clifton and
Takashi Washio},
title = {Special issue on the best papers of SDM'11},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {1--2},
year = {2012},
url = {https://doi.org/10.1002/sam.11136},
doi = {10.1002/SAM.11136},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CliftonW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CorleyFR12,
author = {Courtney D. Corley and
Robert M. Farber and
William N. Reynolds},
title = {Thought leaders during crises in massive social networks},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {205--217},
year = {2012},
url = {https://doi.org/10.1002/sam.11147},
doi = {10.1002/SAM.11147},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CorleyFR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DEspositoPR12,
author = {Maria Rosaria D'Esposito and
Francesco Palumbo and
Giancarlo Ragozini},
title = {Interval Archetypes: {A} New Tool for Interval Data Analysis},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {322--335},
year = {2012},
url = {https://doi.org/10.1002/sam.11140},
doi = {10.1002/SAM.11140},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DEspositoPR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DongZ12,
author = {Yuexiao Dong and
Liping Zhu},
title = {A note on sliced inverse regression with missing predictors},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {128--138},
year = {2012},
url = {https://doi.org/10.1002/sam.10132},
doi = {10.1002/SAM.10132},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/DongZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Emilion12,
author = {Richard Emilion},
title = {Unsupervised classification and analysis of objects described by nonparametric
probability distributions},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {388--398},
year = {2012},
url = {https://doi.org/10.1002/sam.11160},
doi = {10.1002/SAM.11160},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Emilion12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FowlerH12,
author = {Anna Fowler and
Nicholas A. Heard},
title = {On two-way Bayesian agglomerative clustering of gene expression data},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {463--476},
year = {2012},
url = {https://doi.org/10.1002/sam.11162},
doi = {10.1002/SAM.11162},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FowlerH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GalbrunM12,
author = {Esther Galbrun and
Pauli Miettinen},
title = {From black and white to full color: extending redescription mining
outside the Boolean world},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {284--303},
year = {2012},
url = {https://doi.org/10.1002/sam.11145},
doi = {10.1002/SAM.11145},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GalbrunM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goerg12,
author = {Georg M. Goerg},
title = {Testing for white noise against locally stationary alternatives},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {6},
pages = {478--492},
year = {2012},
url = {https://doi.org/10.1002/sam.11157},
doi = {10.1002/SAM.11157},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goerg12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HanY12,
author = {Yue Han and
Lei Yu},
title = {A variance reduction framework for stable feature selection},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {428--445},
year = {2012},
url = {https://doi.org/10.1002/sam.11152},
doi = {10.1002/SAM.11152},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HanY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HuB12,
author = {Zhen Hu and
Raj Bhatnagar},
title = {Clustering algorithm based on mutual K-nearest neighbor relationships},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {100--113},
year = {2012},
url = {https://doi.org/10.1002/sam.10149},
doi = {10.1002/SAM.10149},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HuB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JohannsenM12,
author = {David A. Johannsen and
David J. Marchette},
title = {Betti numbers of graphs with an application to anomaly detection},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {235--242},
year = {2012},
url = {https://doi.org/10.1002/sam.11141},
doi = {10.1002/SAM.11141},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JohannsenM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KamathF12,
author = {Chandrika Kamath and
Ya{-}Ju Fan},
title = {Using data mining to enable integration of wind resources on the power
grid},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {410--427},
year = {2012},
url = {https://doi.org/10.1002/sam.11164},
doi = {10.1002/SAM.11164},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KamathF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KawaharaS12,
author = {Yoshinobu Kawahara and
Masashi Sugiyama},
title = {Sequential change-point detection based on direct density-ratio estimation},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {114--127},
year = {2012},
url = {https://doi.org/10.1002/sam.10124},
doi = {10.1002/SAM.10124},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/KawaharaS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeeDSHL12,
author = {Wonyul Lee and
Ying Du and
Wei Sun and
David Neil Hayes and
Yufeng Liu},
title = {Multiple Response Regression for Gaussian Mixture Models with Known
Labels},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {6},
pages = {493--508},
year = {2012},
url = {https://doi.org/10.1002/sam.11158},
doi = {10.1002/SAM.11158},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeeDSHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiSYZ12,
author = {Geng Li and
Murat Semerci and
B{\"{u}}lent Yener and
Mohammed J. Zaki},
title = {Effective graph classification based on topological and label attributes},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {265--283},
year = {2012},
url = {https://doi.org/10.1002/sam.11153},
doi = {10.1002/SAM.11153},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiSYZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MaMP12,
author = {Zhiliang Ma and
David J. Marchette and
Carey E. Priebe},
title = {Fusion and inference from multiple data sources in a commensurate
space},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {187--193},
year = {2012},
url = {https://doi.org/10.1002/sam.11142},
doi = {10.1002/SAM.11142},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MaMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/McWilliamsM12,
author = {Brian McWilliams and
Giovanni Montana},
title = {Multi-view predictive partitioning in high dimensions},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {304--321},
year = {2012},
url = {https://doi.org/10.1002/sam.11144},
doi = {10.1002/SAM.11144},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/McWilliamsM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Melnykov12,
author = {Volodymyr Melnykov},
title = {Efficient estimation in model-based clustering of Gaussian regression
time series},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {95--99},
year = {2012},
url = {https://doi.org/10.1002/sam.11138},
doi = {10.1002/SAM.11138},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Melnykov12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PenaVZ12,
author = {Daniel Pe{\~{n}}a and
J{\'{u}}lia Viladomat and
Ruben H. Zamar},
title = {Nearest-neighbors medians clustering},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {349--362},
year = {2012},
url = {https://doi.org/10.1002/sam.11149},
doi = {10.1002/SAM.11149},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PenaVZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PriebeSMB12,
author = {Carey E. Priebe and
Jeffrey L. Solka and
David J. Marchette and
Avory C. Bryant},
title = {Quantitative Horizon Scanning for Mitigating Technological Surprise:
Detecting the Potential for Collaboration at the Interface},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {178--186},
year = {2012},
url = {https://doi.org/10.1002/sam.11143},
doi = {10.1002/SAM.11143},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PriebeSMB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Rodriguez12,
author = {Abel Rodr{\'{\i}}guez},
title = {Modeling the dynamics of social networks using Bayesian hierarchical
blockmodels},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {218--234},
year = {2012},
url = {https://doi.org/10.1002/sam.10150},
doi = {10.1002/SAM.10150},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Rodriguez12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Salter-TownshendWGM12,
author = {Michael Salter{-}Townshend and
Arthur J. White and
Isabella Gollini and
Thomas Brendan Murphy},
title = {Review of statistical network analysis: models, algorithms, and software},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {4},
pages = {243--264},
year = {2012},
url = {https://doi.org/10.1002/sam.11146},
doi = {10.1002/SAM.11146},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Salter-TownshendWGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Stine12,
author = {Robert A. Stine},
title = {Making room for the modeler in data mining},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {90--91},
year = {2012},
url = {https://doi.org/10.1002/sam.10145},
doi = {10.1002/SAM.10145},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Stine12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Takahashi12,
author = {Rikiya Takahashi},
title = {Sequential minimal optimization in convex clustering repetitions},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {70--89},
year = {2012},
url = {https://doi.org/10.1002/sam.10146},
doi = {10.1002/SAM.10146},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Takahashi12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TongL12,
author = {Hanghang Tong and
Ching{-}Yung Lin},
title = {Non-negative residual matrix factorization: problem definition, fast
solutions, and applications},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {1},
pages = {3--15},
year = {2012},
url = {https://doi.org/10.1002/sam.10148},
doi = {10.1002/SAM.10148},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TongL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci12,
author = {Joseph S. Verducci},
title = {Introduction to Volume 5 Issue 2},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {93--94},
year = {2012},
url = {https://doi.org/10.1002/sam.11139},
doi = {10.1002/SAM.11139},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci12a,
author = {Joseph S. Verducci},
title = {Prize Winning Papers on Statistical Learning and Data Mining},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {6},
pages = {477},
year = {2012},
url = {https://doi.org/10.1002/sam.11175},
doi = {10.1002/SAM.11175},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Wegman12,
author = {Edward J. Wegman},
title = {Special issue of statistical analysis and data mining},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {177},
year = {2012},
url = {https://doi.org/10.1002/sam.11151},
doi = {10.1002/SAM.11151},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Wegman12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WuW12,
author = {Tong Tong Wu and
Yichao Wu},
title = {Nonlinear vertex discriminant analysis with reproducing kernels},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {2},
pages = {167--176},
year = {2012},
url = {https://doi.org/10.1002/sam.11137},
doi = {10.1002/SAM.11137},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WuW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuLFP12,
author = {Qingzhao Yu and
Bin Li and
Zhide Fang and
Lu Peng},
title = {Model guided adaptive design and analysis in computer experiment},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {399--409},
year = {2012},
url = {https://doi.org/10.1002/sam.11156},
doi = {10.1002/SAM.11156},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/YuLFP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YuanSP12,
author = {Yiping Yuan and
Xiaotong Shen and
Wei Pan},
title = {Maximum Likelihood Estimation Over Directed Acyclic Gaussian Graphs},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {6},
pages = {523--530},
year = {2012},
url = {https://doi.org/10.1002/sam.11168},
doi = {10.1002/SAM.11168},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YuanSP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuMDAKB12,
author = {Xianshu Zhu and
Tushar Mahule and
Haimonti Dutta and
Sugandha Arora and
Hillol Kargupta and
Kirk D. Borne},
title = {Peer-to-peer distributed text classifier learning in {PADMINI}},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {446--462},
year = {2012},
url = {https://doi.org/10.1002/sam.11155},
doi = {10.1002/SAM.11155},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuMDAKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuWJL12,
author = {Xiangxin Zhu and
Max Welling and
Fang Jin and
John S. Lowengrub},
title = {Predicting simulation parameters of biological systems using a Gaussian
process model},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {6},
pages = {509--522},
year = {2012},
url = {https://doi.org/10.1002/sam.11163},
doi = {10.1002/SAM.11163},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuWJL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZimekSK12,
author = {Arthur Zimek and
Erich Schubert and
Hans{-}Peter Kriegel},
title = {A survey on unsupervised outlier detection in high-dimensional numerical
data},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {5},
pages = {363--387},
year = {2012},
url = {https://doi.org/10.1002/sam.11161},
doi = {10.1002/SAM.11161},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZimekSK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZouKBHDLV12,
author = {Jian Zou and
Alan F. Karr and
David Banks and
Matthew J. Heaton and
Gauri Datta and
James Lynch and
Francisco Vera},
title = {Bayesian methodology for the analysis of spatial-temporal surveillance
data},
journal = {Stat. Anal. Data Min.},
volume = {5},
number = {3},
pages = {194--204},
year = {2012},
url = {https://doi.org/10.1002/sam.10142},
doi = {10.1002/SAM.10142},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZouKBHDLV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AiroldiCW11,
author = {Edoardo M. Airoldi and
David S. Choi and
Patrick J. Wolfe},
title = {Confidence sets for network structure},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {461--469},
year = {2011},
url = {https://doi.org/10.1002/sam.10136},
doi = {10.1002/SAM.10136},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AiroldiCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ArroyoGMR11,
author = {Javier Arroyo and
Gloria Gonz{\'{a}}lez{-}Rivera and
Carlos G. Mat{\'{e}} and
Antonio Mu{\~{n}}oz San Roque},
title = {Smoothing methods for histogram-valued time series: an application
to value-at-risk},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {216--228},
year = {2011},
url = {https://doi.org/10.1002/sam.10114},
doi = {10.1002/SAM.10114},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ArroyoGMR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BhaduriDBGMK11,
author = {Kanishka Bhaduri and
Kamalika Das and
Kirk D. Borne and
Chris Giannella and
Tushar Mahule and
Hillol Kargupta},
title = {Scalable, asynchronous, distributed eigen monitoring of astronomy
data streams},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {336--352},
year = {2011},
url = {https://doi.org/10.1002/sam.10120},
doi = {10.1002/SAM.10120},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BhaduriDBGMK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Billard11,
author = {Lynne Billard},
title = {In this issue},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {147--148},
year = {2011},
url = {https://doi.org/10.1002/sam.10117},
doi = {10.1002/SAM.10117},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Billard11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Billard11a,
author = {Lynne Billard},
title = {Brief overview of symbolic data and analytic issues},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {149--156},
year = {2011},
url = {https://doi.org/10.1002/sam.10115},
doi = {10.1002/SAM.10115},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Billard11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BlackstockMPJY11,
author = {Anna J. Blackstock and
Amita K. Manatunga and
Youngja Park and
Dean P. Jones and
Tianwei Yu},
title = {Clustering based on periodicity in high-throughput time course data},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {579--589},
year = {2011},
url = {https://doi.org/10.1002/sam.10137},
doi = {10.1002/SAM.10137},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BlackstockMPJY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BravermanCT11,
author = {Amy Braverman and
Noel Cressie and
Joao Teixeira},
title = {A likelihood-based comparison of temporal models for physical processes},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {247--258},
year = {2011},
url = {https://doi.org/10.1002/sam.10113},
doi = {10.1002/SAM.10113},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BravermanCT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChandolaV11,
author = {Varun Chandola and
Ranga Raju Vatsavai},
title = {A scalable gaussian process analysis algorithm for biomass monitoring},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {430--445},
year = {2011},
url = {https://doi.org/10.1002/sam.10129},
doi = {10.1002/SAM.10129},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ChandolaV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenB11,
author = {Shuo Chen and
F. DuBois Bowman},
title = {A novel support vector classifier for longitudinal high-dimensional
data and its application to neuroimaging data},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {604--611},
year = {2011},
url = {https://doi.org/10.1002/sam.10141},
doi = {10.1002/SAM.10141},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenM11,
author = {Wei{-}Chen Chen and
Ranjan Maitra},
title = {Model-based clustering of regression time series data via {APECM}
- an {AECM} algorithm sung to an even faster beat},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {567--578},
year = {2011},
url = {https://doi.org/10.1002/sam.10143},
doi = {10.1002/SAM.10143},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChouakriaBD11,
author = {Ahlame Douzal Chouakria and
Lynne Billard and
Edwin Diday},
title = {Principal component analysis for interval-valued observations},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {229--246},
year = {2011},
url = {https://doi.org/10.1002/sam.10118},
doi = {10.1002/SAM.10118},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChouakriaBD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CosciaGP11,
author = {Michele Coscia and
Fosca Giannotti and
Dino Pedreschi},
title = {A classification for community discovery methods in complex networks},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {512--546},
year = {2011},
url = {https://doi.org/10.1002/sam.10133},
doi = {10.1002/SAM.10133},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/CosciaGP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DAmatoRB11,
author = {Anthony M. D'Amato and
Aaron J. Ridley and
Dennis S. Bernstein},
title = {Retrospective-cost-based adaptive model refinement for the ionosphere
and thermosphere},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {446--458},
year = {2011},
url = {https://doi.org/10.1002/sam.10127},
doi = {10.1002/SAM.10127},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DAmatoRB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DabbishTDH11,
author = {Laura Dabbish and
W. Ben Towne and
Jana Diesner and
James D. Herbsleb},
title = {Construction of association networks from communication in teams working
on complex projects},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {547--563},
year = {2011},
url = {https://doi.org/10.1002/sam.10135},
doi = {10.1002/SAM.10135},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DabbishTDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DasBV11,
author = {Kamalika Das and
Kanishka Bhaduri and
Petr Votava},
title = {Distributed anomaly detection using 1-class {SVM} for vertically partitioned
data},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {393--406},
year = {2011},
url = {https://doi.org/10.1002/sam.10125},
doi = {10.1002/SAM.10125},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DasBV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FreitasAPOMS11,
author = {Adelaide Freitas and
Vera Afreixo and
Miguel Pinheiro and
Jos{\'{e}} Lu{\'{\i}}s Oliveira and
Gabriela R. Moura and
Manuel A. S. Santos},
title = {Improving the performance of the iterative signature algorithm for
the identification of relevant patterns},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {71--83},
year = {2011},
url = {https://doi.org/10.1002/sam.10104},
doi = {10.1002/SAM.10104},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FreitasAPOMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FuentesXC11,
author = {Montserrat Fuentes and
Bowei Xi and
William S. Cleveland},
title = {Trellis display for modeling data from designed experiments},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {133--145},
year = {2011},
url = {https://doi.org/10.1002/sam.10102},
doi = {10.1002/SAM.10102},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FuentesXC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goerg11,
author = {Georg M. Goerg},
title = {A nonparametric frequency domain {EM} algorithm for time series classification
with applications to spike sorting and macro-economics},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {590--603},
year = {2011},
url = {https://doi.org/10.1002/sam.10144},
doi = {10.1002/SAM.10144},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goerg11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goodman11,
author = {Arnold Goodman},
title = {Emerging topics and challenges for statistical analysis and data mining},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {3--8},
year = {2011},
url = {https://doi.org/10.1002/sam.10107},
doi = {10.1002/SAM.10107},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goodman11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goodman11a,
author = {Arnold Goodman},
title = {Erratum: Emerging Topics and Challenges for Statistical Analysis and
Data Mining},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {353},
year = {2011},
url = {https://doi.org/10.1002/sam.10121},
doi = {10.1002/SAM.10121},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goodman11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goodnight11,
author = {James Goodnight},
title = {The forecast for predictive analytics: hot and getting hotter},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {9--10},
year = {2011},
url = {https://doi.org/10.1002/sam.10106},
doi = {10.1002/SAM.10106},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goodnight11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Ichino11,
author = {Manabu Ichino},
title = {The quantile method for symbolic principal component analysis},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {184--198},
year = {2011},
url = {https://doi.org/10.1002/sam.10111},
doi = {10.1002/SAM.10111},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Ichino11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/IshwaranKCM11,
author = {Hemant Ishwaran and
Udaya B. Kogalur and
Xi Chen and
Andy J. Minn},
title = {Random survival forests for high-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {115--132},
year = {2011},
url = {https://doi.org/10.1002/sam.10103},
doi = {10.1002/SAM.10103},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/IshwaranKCM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/IzenmanHMJO11,
author = {Alan J. Izenman and
Philip W. Harris and
Jeremy Mennis and
Joseph Jupin and
Zoran Obradovic},
title = {Local spatial biclustering and prediction of urban juvenile delinquency
and recidivism},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {259--275},
year = {2011},
url = {https://doi.org/10.1002/sam.10123},
doi = {10.1002/SAM.10123},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/IzenmanHMJO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JanejaGMP11,
author = {Vandana Pursnani Janeja and
Aryya Gangopadhyay and
Seyed H. Mohammadi and
Revathi Palanisamy},
title = {Discovery of anomalous spatio-temporal windows using discretized spatio-temporal
scan statistics},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {276--300},
year = {2011},
url = {https://doi.org/10.1002/sam.10122},
doi = {10.1002/SAM.10122},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JanejaGMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JinKHCY11,
author = {Xin Jin and
Sangkyum Kim and
Jiawei Han and
Liangliang Cao and
Zhijun Yin},
title = {A general framework for efficient clustering of large datasets based
on activity detection},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {11--29},
year = {2011},
url = {https://doi.org/10.1002/sam.10097},
doi = {10.1002/SAM.10097},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JinKHCY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JunG11,
author = {Goo Jun and
Joydeep Ghosh},
title = {Spatially adaptive semi-supervised learning with Gaussian processes
for hyperspectral data analysis},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {358--371},
year = {2011},
url = {https://doi.org/10.1002/sam.10119},
doi = {10.1002/SAM.10119},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JunG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KoepkeC11,
author = {Hoyt A. Koepke and
Bertrand S. Clarke},
title = {On the limits of clustering in high dimensions via cost functions},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {30--53},
year = {2011},
url = {https://doi.org/10.1002/sam.10095},
doi = {10.1002/SAM.10095},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KoepkeC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Korenjak-CerneBP11,
author = {Simona Korenjak{-}Cerne and
Vladimir Batagelj and
Barbara Japelj Pavesic},
title = {Clustering large data sets described with discrete distributions and
its application on {TIMSS} data set},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {199--215},
year = {2011},
url = {https://doi.org/10.1002/sam.10105},
doi = {10.1002/SAM.10105},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Korenjak-CerneBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Li11,
author = {Jia Li},
title = {Agglomerative connectivity constrained clustering for image segmentation},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {84--99},
year = {2011},
url = {https://doi.org/10.1002/sam.10109},
doi = {10.1002/SAM.10109},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Li11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiangK11,
author = {Yulan Liang and
Arpad Kelemen},
title = {Sequential support vector regression with embedded entropy for {SNP}
selection and disease classification},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {301--312},
year = {2011},
url = {https://doi.org/10.1002/sam.10110},
doi = {10.1002/SAM.10110},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiangK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/McGovernGTBBW11,
author = {Amy McGovern and
David John Gagne II and
Nathaniel Troutman and
Rodger A. Brown and
Jeffrey B. Basara and
John K. Williams},
title = {Using spatiotemporal relational random forests to improve our understanding
of severe weather processes},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {407--429},
year = {2011},
url = {https://doi.org/10.1002/sam.10128},
doi = {10.1002/SAM.10128},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/McGovernGTBBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MonteleoniSSA11,
author = {Claire Monteleoni and
Gavin A. Schmidt and
Shailesh Saroha and
Eva Asplund},
title = {Tracking climate models},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {372--392},
year = {2011},
url = {https://doi.org/10.1002/sam.10126},
doi = {10.1002/SAM.10126},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MonteleoniSSA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MukherjeeZ11,
author = {Ashin Mukherjee and
Ji Zhu},
title = {Reduced rank ridge regression and its kernel extensions},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {612--622},
year = {2011},
url = {https://doi.org/10.1002/sam.10138},
doi = {10.1002/SAM.10138},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MukherjeeZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Noirhomme-FraitureB11,
author = {Monique Noirhomme{-}Fraiture and
Paula Brito},
title = {Far beyond the classical data models: symbolic data analysis},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {157--170},
year = {2011},
url = {https://doi.org/10.1002/sam.10112},
doi = {10.1002/SAM.10112},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Noirhomme-FraitureB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OuzienkoGO11,
author = {Vladimir Ouzienko and
Yuhong Guo and
Zoran Obradovic},
title = {A decoupled exponential random graph model for prediction of structure
and attributes in temporal social networks},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {470--486},
year = {2011},
url = {https://doi.org/10.1002/sam.10130},
doi = {10.1002/SAM.10130},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/OuzienkoGO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PlastinoFMFS11,
author = {Alexandre Plastino and
Richard Fuchshuber and
Simone L. Martins and
Alex Alves Freitas and
Sa{\"{\i}}d Salhi},
title = {A hybrid data mining metaheuristic for the \emph{p}-median problem},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {3},
pages = {313--335},
year = {2011},
url = {https://doi.org/10.1002/sam.10116},
doi = {10.1002/SAM.10116},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PlastinoFMFS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SrivastavaC11,
author = {Ashok N. Srivastava and
Nitesh V. Chawla},
title = {Special issue on the best papers of the Conference on Intelligent
Data Understanding {(CIDU} 2010)},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {4},
pages = {355--357},
year = {2011},
url = {https://doi.org/10.1002/sam.10131},
doi = {10.1002/SAM.10131},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SrivastavaC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinhaeuserCG11,
author = {Karsten Steinhaeuser and
Nitesh V. Chawla and
Auroop R. Ganguly},
title = {Complex networks as a unified framework for descriptive analysis and
predictive modeling in climate science},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {497--511},
year = {2011},
url = {https://doi.org/10.1002/sam.10100},
doi = {10.1002/SAM.10100},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SteinhaeuserCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinleyBW11,
author = {Douglas L. Steinley and
Michael J. Brusco and
Stanley Wasserman},
title = {Clusterwise p\({}^{\mbox{*}}\) models for social network analysis},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {487--496},
year = {2011},
url = {https://doi.org/10.1002/sam.10139},
doi = {10.1002/SAM.10139},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SteinleyBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SteinleyW11,
author = {Douglas L. Steinley and
Stanley Wasserman},
title = {Introduction: special issue of statistical analysis and data mining
on networks},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {5},
pages = {459--460},
year = {2011},
url = {https://doi.org/10.1002/sam.10134},
doi = {10.1002/SAM.10134},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SteinleyW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci11,
author = {Joseph S. Verducci},
title = {In this issue},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {1--2},
year = {2011},
url = {https://doi.org/10.1002/sam.10108},
doi = {10.1002/SAM.10108},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VerducciO11,
author = {Joseph S. Verducci and
Hernando Ombao},
title = {Introduction to the special issue on best papers from the {SLDM} competition},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {6},
pages = {565--566},
year = {2011},
url = {https://doi.org/10.1002/sam.10147},
doi = {10.1002/SAM.10147},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/VerducciO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangSB11,
author = {Hongjun Wang and
Hanhuai Shan and
Arindam Banerjee},
title = {Bayesian cluster ensembles},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {54--70},
year = {2011},
url = {https://doi.org/10.1002/sam.10098},
doi = {10.1002/SAM.10098},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/WangSB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhuangLXHXS11,
author = {Fuzhen Zhuang and
Ping Luo and
Hui Xiong and
Qing He and
Yuhong Xiong and
Zhongzhi Shi},
title = {Exploiting associations between word clusters and document classes
for cross-domain text categorization},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {1},
pages = {100--114},
year = {2011},
url = {https://doi.org/10.1002/sam.10099},
doi = {10.1002/SAM.10099},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhuangLXHXS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Zuccolotto11,
author = {Paola Zuccolotto},
title = {Symbolic missing data imputation in principal component analysis},
journal = {Stat. Anal. Data Min.},
volume = {4},
number = {2},
pages = {171--183},
year = {2011},
url = {https://doi.org/10.1002/sam.10101},
doi = {10.1002/SAM.10101},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Zuccolotto11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AggarwalZY10,
author = {Charu C. Aggarwal and
Yuchen Zhao and
Philip S. Yu},
title = {A framework for clustering massive graph streams},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {399--416},
year = {2010},
url = {https://doi.org/10.1002/sam.10090},
doi = {10.1002/SAM.10090},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AggarwalZY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Ahn10,
author = {Jeongyoun Ahn},
title = {A stable hyperparameter selection for the Gaussian {RBF} kernel for
discrimination},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {3},
pages = {142--148},
year = {2010},
url = {https://doi.org/10.1002/sam.10073},
doi = {10.1002/SAM.10073},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Ahn10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AkovaDDHBRR10,
author = {Ferit Akova and
Murat Dundar and
V. Jo Davisson and
E. Daniel Hirleman and
Arun K. Bhunia and
J. Paul Robinson and
Bartek Rajwa},
title = {A machine-learning approach to detecting unknown bacterial serovars},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {289--301},
year = {2010},
url = {https://doi.org/10.1002/sam.10085},
doi = {10.1002/SAM.10085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AkovaDDHBRR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AlqadahBJ10,
author = {Faris Alqadah and
Raj Bhatnagar and
Anil G. Jegga},
title = {A novel framework for detecting maximally banded matrices in binary
data},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {431--445},
year = {2010},
url = {https://doi.org/10.1002/sam.10089},
doi = {10.1002/SAM.10089},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/AlqadahBJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CampanaK10,
author = {Bilson J. L. Campana and
Eamonn J. Keogh},
title = {A compression-based distance measure for texture},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {381--398},
year = {2010},
url = {https://doi.org/10.1002/sam.10093},
doi = {10.1002/SAM.10093},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CampanaK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CasterNMB10,
author = {Ola Caster and
G. Niklas Nor{\'{e}}n and
David Madigan and
Andrew Bate},
title = {Large-scale regression-based pattern discovery: The example of screening
the {WHO} global drug safety database},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {197--208},
year = {2010},
url = {https://doi.org/10.1002/sam.10078},
doi = {10.1002/SAM.10078},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CasterNMB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GoethalsP10,
author = {Bart Goethals and
Jian Pei},
title = {Special issue on the best papers of SDM'10},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {359--360},
year = {2010},
url = {https://doi.org/10.1002/sam.10094},
doi = {10.1002/SAM.10094},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/GoethalsP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GuoC10,
author = {Ruixin Guo and
Sounak Chakraborty},
title = {Bayesian adaptive nearest neighbor},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {2},
pages = {92--105},
year = {2010},
url = {https://doi.org/10.1002/sam.10067},
doi = {10.1002/SAM.10067},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GuoC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HawwashN10,
author = {Basheer Hawwash and
Olfa Nasraoui},
title = {Mining and tracking evolving web user trends from large web server
logs},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {2},
pages = {106--125},
year = {2010},
url = {https://doi.org/10.1002/sam.10069},
doi = {10.1002/SAM.10069},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HawwashN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HeC10,
author = {Jingrui He and
Jaime G. Carbonell},
title = {Coselection of features and instances for unsupervised rare category
analysis},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {417--430},
year = {2010},
url = {https://doi.org/10.1002/sam.10091},
doi = {10.1002/SAM.10091},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HeC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JavanmardiLB10,
author = {Sara Javanmardi and
Cristina Videira Lopes and
Pierre Baldi},
title = {Modeling user reputation in wikis},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {2},
pages = {126--139},
year = {2010},
url = {https://doi.org/10.1002/sam.10070},
doi = {10.1002/SAM.10070},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JavanmardiLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Liiv10,
author = {Innar Liiv},
title = {Seriation and matrix reordering methods: An historical overview},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {2},
pages = {70--91},
year = {2010},
url = {https://doi.org/10.1002/sam.10071},
doi = {10.1002/SAM.10071},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Liiv10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Magdon-IsmailM10,
author = {Malik Magdon{-}Ismail and
Konstantin Mertsalov},
title = {A permutation approach to validation},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {6},
pages = {361--380},
year = {2010},
url = {https://doi.org/10.1002/sam.10096},
doi = {10.1002/SAM.10096},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Magdon-IsmailM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/McWilliamsM10,
author = {Brian McWilliams and
Giovanni Montana},
title = {Sparse partial least squares regression for on-line variable selection
with multivariate data streams},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {3},
pages = {170--193},
year = {2010},
url = {https://doi.org/10.1002/sam.10074},
doi = {10.1002/SAM.10074},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/McWilliamsM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParkLLS10,
author = {Seo Young Park and
Yufeng Liu and
Dacheng Liu and
Paul Scholl},
title = {Multicategory composite least squares classifiers},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {272--286},
year = {2010},
url = {https://doi.org/10.1002/sam.10081},
doi = {10.1002/SAM.10081},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParkLLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PensaBCA10,
author = {Ruggero G. Pensa and
Jean{-}Fran{\c{c}}ois Boulicaut and
Francesca Cordero and
Maurizio Atzori},
title = {Co-clustering numerical data under user-defined constraints},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {1},
pages = {38--55},
year = {2010},
url = {https://doi.org/10.1002/sam.10064},
doi = {10.1002/SAM.10064},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PensaBCA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PetrieW10,
author = {Adam Petrie and
Thomas R. Willemain},
title = {The snake for visualizing and for counting clusters in multivariate
data},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {236--252},
year = {2010},
url = {https://doi.org/10.1002/sam.10076},
doi = {10.1002/SAM.10076},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PetrieW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/QiaoL10,
author = {Mu Qiao and
Jia Li},
title = {Two-way Gaussian mixture models for high dimensional classification},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {259--271},
year = {2010},
url = {https://doi.org/10.1002/sam.10082},
doi = {10.1002/SAM.10082},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/QiaoL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ReddyA10,
author = {Chandan K. Reddy and
Mohammad S. Aziz},
title = {Modeling local nonlinear correlations using subspace principal curves},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {332--349},
year = {2010},
url = {https://doi.org/10.1002/sam.10086},
doi = {10.1002/SAM.10086},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ReddyA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ScrippsT10,
author = {Jerry Scripps and
Pang{-}Ning Tan},
title = {Constrained overlapping clusters: minimizing the negative effects
of bridge-nodes},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {1},
pages = {20--37},
year = {2010},
url = {https://doi.org/10.1002/sam.10066},
doi = {10.1002/SAM.10066},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ScrippsT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TamhaneQA10,
author = {Ajit C. Tamhane and
Dingxi Qiu and
Bruce E. Ankenman},
title = {A parametric mixture model for clustering multivariate binary data},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {1},
pages = {3--19},
year = {2010},
url = {https://doi.org/10.1002/sam.10063},
doi = {10.1002/SAM.10063},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TamhaneQA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ThomaCGHKSSYYB10,
author = {Marisa Thoma and
Hong Cheng and
Arthur Gretton and
Jiawei Han and
Hans{-}Peter Kriegel and
Alexander J. Smola and
Le Song and
Philip S. Yu and
Xifeng Yan and
Karsten M. Borgwardt},
title = {Discriminative frequent subgraph mining with optimality guarantees},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {302--318},
year = {2010},
url = {https://doi.org/10.1002/sam.10084},
doi = {10.1002/SAM.10084},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ThomaCGHKSSYYB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TianWJ10,
author = {Tian Siva Tian and
Rand R. Wilcox and
Gareth M. James},
title = {Data reduction in classification: {A} simulated annealing based projection
method},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {319--331},
year = {2010},
url = {https://doi.org/10.1002/sam.10087},
doi = {10.1002/SAM.10087},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TianWJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VendraminCH10,
author = {Lucas Vendramin and
Ricardo J. G. B. Campello and
Eduardo R. Hruschka},
title = {Relative clustering validity criteria: {A} comparative overview},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {209--235},
year = {2010},
url = {https://doi.org/10.1002/sam.10080},
doi = {10.1002/SAM.10080},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/VendraminCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci10,
author = {Joseph S. Verducci},
title = {New Era of {SAM}},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {1},
pages = {1--2},
year = {2010},
url = {https://doi.org/10.1002/sam.10068},
doi = {10.1002/SAM.10068},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci10a,
author = {Joseph S. Verducci},
title = {In This Issue},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {2},
pages = {69},
year = {2010},
url = {https://doi.org/10.1002/sam.10072},
doi = {10.1002/SAM.10072},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci10b,
author = {Joseph S. Verducci},
title = {In this issue},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {3},
pages = {141},
year = {2010},
url = {https://doi.org/10.1002/sam.10077},
doi = {10.1002/SAM.10077},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci10b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci10c,
author = {Joseph S. Verducci},
title = {In this Issue},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {195--196},
year = {2010},
url = {https://doi.org/10.1002/sam.10083},
doi = {10.1002/SAM.10083},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci10c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci10d,
author = {Joseph S. Verducci},
title = {In this issue},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {287--288},
year = {2010},
url = {https://doi.org/10.1002/sam.10092},
doi = {10.1002/SAM.10092},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci10d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/WangV10,
author = {Zhuang Wang and
Slobodan Vucetic},
title = {Online training on a budget of support vector machines using twin
prototypes},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {3},
pages = {149--169},
year = {2010},
url = {https://doi.org/10.1002/sam.10075},
doi = {10.1002/SAM.10075},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/WangV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/XieC10,
author = {Jianjun Xie and
Stephen Coggeshall},
title = {Prediction of transfers to tertiary care and hospital mortality: {A}
gradient boosting decision tree approach},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {4},
pages = {253--258},
year = {2010},
url = {https://doi.org/10.1002/sam.10079},
doi = {10.1002/SAM.10079},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/XieC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangPU10,
author = {Jian Zhang and
Phillip A. Porras and
Johannes Ullrich},
title = {Gaussian process learning for cyber-attack early warning},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {1},
pages = {56--68},
year = {2010},
url = {https://doi.org/10.1002/sam.10065},
doi = {10.1002/SAM.10065},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangPU10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangS10,
author = {Yongli Zhang and
Xiaotong Shen},
title = {Model selection procedure for high-dimensional data},
journal = {Stat. Anal. Data Min.},
volume = {3},
number = {5},
pages = {350--358},
year = {2010},
url = {https://doi.org/10.1002/sam.10088},
doi = {10.1002/SAM.10088},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Bhadeshia09,
author = {H. K. D. H. Bhadeshia},
title = {Neural Networks and Information in Materials Science},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {296--305},
year = {2009},
url = {https://doi.org/10.1002/sam.10018},
doi = {10.1002/SAM.10018},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Bhadeshia09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Blower09,
author = {Paul Blower},
title = {Chemogenomic databases: Construction, search and analysis},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {87},
year = {2009},
url = {https://doi.org/10.1002/sam.10045},
doi = {10.1002/SAM.10045},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Blower09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BoleyHW09,
author = {Mario Boley and
Tam{\'{a}}s Horv{\'{a}}th and
Stefan Wrobel},
title = {Efficient discovery of interesting patterns based on strong closedness},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {346--360},
year = {2009},
url = {https://doi.org/10.1002/sam.10057},
doi = {10.1002/SAM.10057},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BoleyHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BroderickAR09,
author = {Scott R. Broderick and
Hafid Aourag and
Krishna Rajan},
title = {Data mining density of states spectra for crystal structure classification:
An inverse problem approach},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {6},
pages = {353--360},
year = {2009},
url = {https://doi.org/10.1002/sam.10026},
doi = {10.1002/SAM.10026},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BroderickAR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Chakraborti09,
author = {Nirupam Chakraborti},
title = {How multi-objective genetic algorithms handle lack of data, sparse
data and excess data: evaluation of some recent case studies in the
materials domain},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {322--328},
year = {2009},
url = {https://doi.org/10.1002/sam.10025},
doi = {10.1002/SAM.10025},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Chakraborti09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChenZCL09,
author = {Ting Chen and
Chong Zhang and
Xia Chen and
Liqing Li},
title = {An Input Variable Selection Method for the Artificial Neural Network
of Shear Stiffness of Worsted Fabrics},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {287--295},
year = {2009},
url = {https://doi.org/10.1002/sam.10020},
doi = {10.1002/SAM.10020},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChenZCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ClarkeC09,
author = {Jennifer Clarke and
Bertrand S. Clarke},
title = {Prequential analysis of complex data with adaptive model reselection},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {4},
pages = {274--290},
year = {2009},
url = {https://doi.org/10.1002/sam.10052},
doi = {10.1002/SAM.10052},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ClarkeC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/CormodeTX09,
author = {Graham Cormode and
Srikanta Tirthapura and
Bojian Xu},
title = {Time-decayed correlated aggregates over data streams},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {294--310},
year = {2009},
url = {https://doi.org/10.1002/sam.10053},
doi = {10.1002/SAM.10053},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/CormodeTX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Datta09,
author = {Shubhabrata Datta},
title = {Extraction of knowledge from high strength steel data using soft computing
techniques - an overview},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {6},
pages = {329--337},
year = {2009},
url = {https://doi.org/10.1002/sam.10024},
doi = {10.1002/SAM.10024},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Datta09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DattaK09,
author = {Souptik Datta and
Hillol Kargupta},
title = {A communication efficient probabilistic algorithm for mining frequent
itemsets from a peer-to-peer network},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {1},
pages = {48--69},
year = {2009},
url = {https://doi.org/10.1002/sam.10033},
doi = {10.1002/SAM.10033},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DattaK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DoddareddyWHPCIEJB09,
author = {Munikumar R. Doddareddy and
Gerard J. P. van Westen and
Eelke van der Horst and
Julio E. Peironcely and
Frans Corthals and
Adriaan P. IJzerman and
Michael Emmerich and
Jeremy L. Jenkins and
Andreas Bender},
title = {Chemogenomics: Looking at biology through the lens of chemistry},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {149--160},
year = {2009},
url = {https://doi.org/10.1002/sam.10046},
doi = {10.1002/SAM.10046},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DoddareddyWHPCIEJB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DoganaksoyH09,
author = {Necip Doganaksoy and
Gerald J. Hahn},
title = {Data Mining: {A} Gateway to Better Data Gathering},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {280--283},
year = {2009},
url = {https://doi.org/10.1002/sam.10015},
doi = {10.1002/SAM.10015},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DoganaksoyH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DriesR09,
author = {Anton Dries and
Ulrich R{\"{u}}ckert},
title = {Adaptive concept drift detection},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {311--327},
year = {2009},
url = {https://doi.org/10.1002/sam.10054},
doi = {10.1002/SAM.10054},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DriesR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/DuanC09,
author = {Yitao Duan and
John F. Canny},
title = {How to deal with malicious users in privacy-preserving distributed
data mining},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {1},
pages = {18--33},
year = {2009},
url = {https://doi.org/10.1002/sam.10029},
doi = {10.1002/SAM.10029},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/DuanC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FraleyH09,
author = {Chris Fraley and
Tim Hesterberg},
title = {Least Angle Regression and {LASSO} for Large Datasets},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {251--259},
year = {2009},
url = {https://doi.org/10.1002/sam.10021},
doi = {10.1002/SAM.10021},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FraleyH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FujimakiNTSY09,
author = {Ryohei Fujimaki and
Takayuki Nakata and
Hidenori Tsukahara and
Akinori Sato and
Kenji Yamanishi},
title = {Mining abnormal patterns from heterogeneous time-series with irrelevant
features for fault event detection},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {1},
pages = {1--17},
year = {2009},
url = {https://doi.org/10.1002/sam.10030},
doi = {10.1002/SAM.10030},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FujimakiNTSY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GaoLH09,
author = {Xin Gao and
Lina Lin and
Ying Huang},
title = {Application of model selection technique in chemogenomic data analysis},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {186--191},
year = {2009},
url = {https://doi.org/10.1002/sam.10048},
doi = {10.1002/SAM.10048},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GaoLH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GardinerGHHHMPW09,
author = {Eleanor J. Gardiner and
Valerie J. Gillet and
Maciej Haranczyk and
J{\'{e}}r{\^{o}}me Hert and
John D. Holliday and
Nurul Malim and
Yogendra Patel and
Peter Willett},
title = {Turbo similarity searching: Effect of fingerprint and dataset on virtual-screening
performance},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {103--114},
year = {2009},
url = {https://doi.org/10.1002/sam.10037},
doi = {10.1002/SAM.10037},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GardinerGHHHMPW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Gardner-LubbeRMSP09,
author = {Sugnet Gardner{-}Lubbe and
Ni{\"{e}}l J. le Roux and
H. Maunders and
V. Shah and
S. Patwardhan},
title = {Biplot methodology in exploratory analysis of microarray data},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {135--145},
year = {2009},
url = {https://doi.org/10.1002/sam.10038},
doi = {10.1002/SAM.10038},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Gardner-LubbeRMSP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HaasILM09,
author = {Peter J. Haas and
Ihab F. Ilyas and
Guy M. Lohman and
Volker Markl},
title = {Discovering and Exploiting Statistical Properties for Query Optimization
in Relational Databases: {A} Survey},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {223--250},
year = {2009},
url = {https://doi.org/10.1002/sam.10016},
doi = {10.1002/SAM.10016},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HaasILM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HidoKT09,
author = {Shohei Hido and
Hisashi Kashima and
Yutaka Takahashi},
title = {Roughly balanced bagging for imbalanced data},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {412--426},
year = {2009},
url = {https://doi.org/10.1002/sam.10061},
doi = {10.1002/SAM.10061},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HidoKT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/HiroseY09,
author = {Shunsuke Hirose and
Kenji Yamanishi},
title = {Latent variable mining with its applications to anomalous behavior
detection},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {1},
pages = {70--86},
year = {2009},
url = {https://doi.org/10.1002/sam.10032},
doi = {10.1002/SAM.10032},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/HiroseY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kamath09,
author = {Chandrika Kamath},
title = {Application-Driven Data Analysis},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {285},
year = {2009},
url = {https://doi.org/10.1002/sam.10023},
doi = {10.1002/SAM.10023},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Kamath09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KummamuruPRS09,
author = {Krishna Kummamuru and
Deepak Padmanabhan and
Shourya Roy and
L. Venkata Subramaniam},
title = {Unsupervised segmentation of conversational transcripts},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {4},
pages = {231--245},
year = {2009},
url = {https://doi.org/10.1002/sam.10043},
doi = {10.1002/SAM.10043},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KummamuruPRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LeSar09,
author = {Richard LeSar},
title = {Materials informatics: An emerging technology for materials development},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {6},
pages = {372--374},
year = {2009},
url = {https://doi.org/10.1002/sam.10034},
doi = {10.1002/SAM.10034},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LeSar09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuSLW09,
author = {Guimei Liu and
Kelvin Sim and
Jinyan Li and
Limsoon Wong},
title = {Efficient mining of distance-based subspace clusters},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {427--444},
year = {2009},
url = {https://doi.org/10.1002/sam.10062},
doi = {10.1002/SAM.10062},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/LiuSLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuV09,
author = {Yushi Liu and
Joseph S. Verducci},
title = {Review of statistical analyses in drug discovery and chemogenomics},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {88--102},
year = {2009},
url = {https://doi.org/10.1002/sam.10041},
doi = {10.1002/SAM.10041},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LiuV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/LiuVSHNCSH09,
author = {Yushi Liu and
Joseph S. Verducci and
Irvin R. Schultz and
Sharon Hook and
James J. Nagler and
Gheorghe Craciun and
Kaitlin Sundling and
William L. Hayton},
title = {Time course analysis of microarray data for the pathway of reproductive
development in female rainbow trout},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {192--208},
year = {2009},
url = {https://doi.org/10.1002/sam.10047},
doi = {10.1002/SAM.10047},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/LiuVSHNCSH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MaTLSSS09,
author = {Junshui Ma and
Christopher Tong and
Andy Liaw and
Robert P. Sheridan and
John Szumiloski and
Vladimir Svetnik},
title = {Generating hypotheses about molecular structure-activity relationships
(SARs) by solving an optimization problem},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {161--174},
year = {2009},
url = {https://doi.org/10.1002/sam.10040},
doi = {10.1002/SAM.10040},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MaTLSSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MangasarianWF09,
author = {Olvi L. Mangasarian and
Edward W. Wild and
Glenn Fung},
title = {Proximal Knowledge-based Classification},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {215--222},
year = {2009},
url = {https://doi.org/10.1002/sam.10019},
doi = {10.1002/SAM.10019},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MangasarianWF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/MentgesRM09,
author = {Michael Mentges and
Rudolf Richter and
Wilhelm F. Maier},
title = {Development of a high throughput environment for the optimization
of process parameters for the solvothermal synthesis of isomerization
catalysts},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {6},
pages = {338--352},
year = {2009},
url = {https://doi.org/10.1002/sam.10039},
doi = {10.1002/SAM.10039},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/MentgesRM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ObradovicL09,
author = {Zoran Obradovic and
Huan Liu},
title = {Special issue on the best papers of SDM'09},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {291--293},
year = {2009},
url = {https://doi.org/10.1002/sam.10056},
doi = {10.1002/SAM.10056},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ObradovicL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/OjalaVKHM09,
author = {Markus Ojala and
Niko Vuokko and
Aleksi Kallio and
Niina Haiminen and
Heikki Mannila},
title = {Randomization methods for assessing data analysis results on real-valued
matrices},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {4},
pages = {209--230},
year = {2009},
url = {https://doi.org/10.1002/sam.10042},
doi = {10.1002/SAM.10042},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/OjalaVKHM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PandeyCPAD09,
author = {Gaurav Pandey and
Sanjay Chawla and
Simon K. Poon and
Bavani Arunasalam and
Joseph G. Davis},
title = {Association Rules Network: Definition and Applications},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {4},
pages = {260--279},
year = {2009},
url = {https://doi.org/10.1002/sam.10027},
doi = {10.1002/SAM.10027},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PandeyCPAD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PennyC09,
author = {Kay I. Penny and
Thomas Chesney},
title = {Mining trauma injury data with imputed values},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {4},
pages = {246--254},
year = {2009},
url = {https://doi.org/10.1002/sam.10044},
doi = {10.1002/SAM.10044},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PennyC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/PrestonPB09,
author = {Dan Preston and
Pavlos Protopapas and
Carla E. Brodley},
title = {Discovering arbitrary event types in time series},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {396--411},
year = {2009},
url = {https://doi.org/10.1002/sam.10060},
doi = {10.1002/SAM.10060},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/PrestonPB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RajanM09,
author = {Krishna Rajan and
Patricio F. Mendez},
title = {Materials Informatics},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {286},
year = {2009},
url = {https://doi.org/10.1002/sam.10022},
doi = {10.1002/SAM.10022},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RajanM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RajanSM09,
author = {Krishna Rajan and
Changwon Suh and
Patricio F. Mendez},
title = {Principal component analysis and dimensional analysis as materials
informatics tools to reduce dimensionality in materials science and
engineering},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {6},
pages = {361--371},
year = {2009},
url = {https://doi.org/10.1002/sam.10031},
doi = {10.1002/SAM.10031},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RajanSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ScheiberJBMMSCWUDG09,
author = {Josef Scheiber and
Jeremy L. Jenkins and
Andreas Bender and
Mariusz Milik and
Dmitri Mikhailov and
Sai Chetan K. Sukuru and
Ben Cornett and
Steven Whitebread and
Laszlo Urban and
John W. Davies and
Meir Glick},
title = {{SPREAD} - exploiting chemical features that cause differential activity
behavior},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {115--122},
year = {2009},
url = {https://doi.org/10.1002/sam.10036},
doi = {10.1002/SAM.10036},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/ScheiberJBMMSCWUDG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SheddenYR09,
author = {Kerby Shedden and
Yang Yang and
Gustavo R. Rosania},
title = {Gene expression associations with the growth inhibitory effects of
small molecules on live cells: Specificity of effects and uniformity
of mechanisms},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {175--185},
year = {2009},
url = {https://doi.org/10.1002/sam.10049},
doi = {10.1002/SAM.10049},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SheddenYR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ShenD09,
author = {Jianqiang Shen and
Thomas G. Dietterich},
title = {A family of large margin linear classifiers and its application in
dynamic environments},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {328--345},
year = {2009},
url = {https://doi.org/10.1002/sam.10055},
doi = {10.1002/SAM.10055},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ShenD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SimLGL09,
author = {Kelvin Sim and
Jinyan Li and
Vivekanand Gopalkrishnan and
Guimei Liu},
title = {Mining maximal quasi-bicliques: Novel algorithm and applications in
the stock market and protein networks},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {4},
pages = {255--273},
year = {2009},
url = {https://doi.org/10.1002/sam.10051},
doi = {10.1002/SAM.10051},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SimLGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SunW09,
author = {Yijun Sun and
Dapeng Wu},
title = {Feature extraction through local learning},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {1},
pages = {34--47},
year = {2009},
url = {https://doi.org/10.1002/sam.10028},
doi = {10.1002/SAM.10028},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SunW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SundararaghavanZ09,
author = {Veera Sundararaghavan and
Nicholas Zabaras},
title = {A statistical learning approach for the design of polycrystalline
materials},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {5},
pages = {306--321},
year = {2009},
url = {https://doi.org/10.1002/sam.10017},
doi = {10.1002/SAM.10017},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SundararaghavanZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VelosoZMG09,
author = {Adriano Veloso and
Mohammed Javeed Zaki and
Wagner Meira Jr. and
Marcos Andr{\'{e}} Gon{\c{c}}alves},
title = {Competence-conscious associative classification},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {361--377},
year = {2009},
url = {https://doi.org/10.1002/sam.10058},
doi = {10.1002/SAM.10058},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/VelosoZMG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Verducci09,
author = {Joseph S. Verducci},
title = {Chemogenomic insights into biological systems},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {3},
pages = {147--148},
year = {2009},
url = {https://doi.org/10.1002/sam.10050},
doi = {10.1002/SAM.10050},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Verducci09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/VogtNB09,
author = {Martin Vogt and
Britta Nisius and
J{\"{u}}rgen Bajorath},
title = {Predicting the similarity search performance of fingerprints and their
combination with molecular property descriptors using probabilistic
and information theoretic modeling},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {2},
pages = {123--134},
year = {2009},
url = {https://doi.org/10.1002/sam.10035},
doi = {10.1002/SAM.10035},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/VogtNB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZhangZHSO09,
author = {Duo Zhang and
ChengXiang Zhai and
Jiawei Han and
Ashok N. Srivastava and
Nikunj C. Oza},
title = {Topic modeling for {OLAP} on multidimensional text databases: topic
cube and its applications},
journal = {Stat. Anal. Data Min.},
volume = {2},
number = {5-6},
pages = {378--395},
year = {2009},
url = {https://doi.org/10.1002/sam.10059},
doi = {10.1002/SAM.10059},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZhangZHSO09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/AchtertBDKZ08,
author = {Elke Achtert and
Christian B{\"{o}}hm and
J{\"{o}}rn David and
Peer Kr{\"{o}}ger and
Arthur Zimek},
title = {Global Correlation Clustering Based on the Hough Transform},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {111--127},
year = {2008},
url = {https://doi.org/10.1002/sam.10012},
doi = {10.1002/SAM.10012},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/AchtertBDKZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BhaduriK08,
author = {Kanishka Bhaduri and
Hillol Kargupta},
title = {A Scalable Local Algorithm for Distributed Multivariate Regression},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {177--194},
year = {2008},
url = {https://doi.org/10.1002/sam.10009},
doi = {10.1002/SAM.10009},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/BhaduriK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/BhaduriWGK08,
author = {Kanishka Bhaduri and
Ran Wolff and
Chris Giannella and
Hillol Kargupta},
title = {Distributed Decision-Tree Induction in Peer-to-Peer Systems},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {2},
pages = {85--103},
year = {2008},
url = {https://doi.org/10.1002/sam.10006},
doi = {10.1002/SAM.10006},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sadm/BhaduriWGK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ChaojiHSBZ08,
author = {Vineet Chaoji and
Mohammad Al Hasan and
Saeed Salem and
J{\'{e}}r{\'{e}}my Besson and
Mohammed J. Zaki},
title = {{ORIGAMI:} {A} Novel and Effective Approach for Mining Representative
Orthogonal Graph Patterns},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {2},
pages = {67--84},
year = {2008},
url = {https://doi.org/10.1002/sam.10004},
doi = {10.1002/SAM.10004},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ChaojiHSBZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/FernL08,
author = {Xiaoli Z. Fern and
Wei Lin},
title = {Cluster Ensemble Selection},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {128--141},
year = {2008},
url = {https://doi.org/10.1002/sam.10008},
doi = {10.1002/SAM.10008},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/FernL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Goodman08,
author = {Arnold Goodman},
title = {Brief History of the Interface of Computing and Statistics which Preceded
Data Mining's Birth},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {54--56},
year = {2008},
url = {https://doi.org/10.1002/sam.101},
doi = {10.1002/SAM.101},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Goodman08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/GoodmanKK08,
author = {Arnold Goodman and
Chandrika Kamath and
Vipin Kumar},
title = {Data Analysis in the 21st Century},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {1--3},
year = {2008},
url = {https://doi.org/10.1002/sam.10000},
doi = {10.1002/SAM.10000},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/GoodmanKK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Hirsh08,
author = {Haym Hirsh},
title = {Data Mining Research: Current Status and Future Opportunities},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {2},
pages = {104--107},
year = {2008},
url = {https://doi.org/10.1002/sam.10003},
doi = {10.1002/SAM.10003},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Hirsh08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Houle08,
author = {Michael E. Houle},
title = {The Relevant-Set Correlation Model for Data Clustering},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {157--176},
year = {2008},
url = {https://doi.org/10.1002/sam.10013},
doi = {10.1002/SAM.10013},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Houle08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JainMD08,
author = {Prateek Jain and
Raghu Meka and
Inderjit S. Dhillon},
title = {Simultaneous Unsupervised Learning of Disparate Clusterings},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {195--210},
year = {2008},
url = {https://doi.org/10.1002/sam.10007},
doi = {10.1002/SAM.10007},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JainMD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kettenring08,
author = {Jon R. Kettenring},
title = {A Perspective on Cluster Analysis},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {52--53},
year = {2008},
url = {https://doi.org/10.1002/sam.10001},
doi = {10.1002/SAM.10001},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Kettenring08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimCPZJ08,
author = {Seoung Bum Kim and
Victoria C. P. Chen and
Youngja Park and
Thomas R. Ziegler and
Dean P. Jones},
title = {Controlling the False Discovery Rate for Feature Selection in High-resolution
{NMR} Spectra},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {2},
pages = {57--66},
year = {2008},
url = {https://doi.org/10.1002/sam.10005},
doi = {10.1002/SAM.10005},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimCPZJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimSD08,
author = {Dongmin Kim and
Suvrit Sra and
Inderjit S. Dhillon},
title = {Fast Projection-Based Methods for the Least Squares Nonnegative Matrix
Approximation Problem},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {38--51},
year = {2008},
url = {https://doi.org/10.1002/sam.104},
doi = {10.1002/SAM.104},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimSD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/Kumar08,
author = {Vipin Kumar},
title = {Summary Report of {SDM} 2008 Panel: Perspectives on Research Directions
and Trends for the Data Mining Research Community},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {211--213},
year = {2008},
url = {https://doi.org/10.1002/sam.10011},
doi = {10.1002/SAM.10011},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/Kumar08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ParthasarathyL08,
author = {Srinivasan Parthasarathy and
Bing Liu},
title = {Guest editorial},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {4--5},
year = {2008},
url = {https://doi.org/10.1002/sam.10002},
doi = {10.1002/SAM.10002},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ParthasarathyL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/SunXZF08,
author = {Jimeng Sun and
Yinglian Xie and
Hui Zhang and
Christos Faloutsos},
title = {Less is More: Sparse Graph Mining with Compact Matrix Decomposition},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {6--22},
year = {2008},
url = {https://doi.org/10.1002/sam.102},
doi = {10.1002/SAM.102},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/SunXZF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/TongPYF08,
author = {Hanghang Tong and
Spiros Papadimitriou and
Philip S. Yu and
Christos Faloutsos},
title = {Fast Monitoring Proximity and Centrality on Time-evolving Bipartite
Graphs},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {142--156},
year = {2008},
url = {https://doi.org/10.1002/sam.10014},
doi = {10.1002/SAM.10014},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/TongPYF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/YangYLX08,
author = {Jun Yang and
Rong Yan and
Yan Liu and
Eric P. Xing},
title = {Harmonium Models for Video Classification},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {1},
pages = {23--37},
year = {2008},
url = {https://doi.org/10.1002/sam.103},
doi = {10.1002/SAM.103},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/YangYLX08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/ZakiW08,
author = {Mohammed J. Zaki and
Ke Wang},
title = {Special Issue on the Best Papers of SDM'08},
journal = {Stat. Anal. Data Min.},
volume = {1},
number = {3},
pages = {109--110},
year = {2008},
url = {https://doi.org/10.1002/sam.10010},
doi = {10.1002/SAM.10010},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/ZakiW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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