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@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 = {Wed, 25 Nov 2020 00:00:00 +0100},
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 = {Thu, 01 Oct 2020 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 = {Thu, 01 Oct 2020 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}
}
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