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@article{DBLP:journals/ijdsa/BerrarD19,
  author       = {Daniel Berrar and
                  Werner Dubitzky},
  title        = {Should significance testing be abandoned in machine learning?},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {4},
  pages        = {247--257},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0148-4},
  doi          = {10.1007/S41060-018-0148-4},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/BerrarD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/Deng19,
  author       = {Houtao Deng},
  title        = {Interpreting tree ensembles with inTrees},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {4},
  pages        = {277--287},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0144-8},
  doi          = {10.1007/S41060-018-0144-8},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/Deng19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/Dinov19,
  author       = {Ivo D. Dinov},
  title        = {Quant data science meets dexterous artistry},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {81--86},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0138-6},
  doi          = {10.1007/S41060-018-0138-6},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/Dinov19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/Garcia-Mancilla19,
  author       = {Jesus Garcia{-}Mancilla and
                  Jose Emmanuel Ramirez{-}Marquez and
                  Carlo Lipizzi and
                  Gregg T. Vesonder and
                  V{\'{\i}}ctor M. Gonz{\'{a}}lez},
  title        = {Characterizing negative sentiments in at-risk populations via crowd
                  computing: a computational social science approach},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {3},
  pages        = {165--177},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0135-9},
  doi          = {10.1007/S41060-018-0135-9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/Garcia-Mancilla19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/GotzKBRBP19,
  author       = {Markus G{\"{o}}tz and
                  Mikhail Kononets and
                  Christian Bodenstein and
                  Morris Riedel and
                  Matthias Book and
                  Olafur P. Palsson},
  title        = {Automatic water mixing event identification in the Kolj{\"{o}}
                  fjord observatory data},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {1},
  pages        = {67--79},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0132-z},
  doi          = {10.1007/S41060-018-0132-Z},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/GotzKBRBP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/HasanRA19,
  author       = {Maryam Hasan and
                  Elke A. Rundensteiner and
                  Emmanuel Agu},
  title        = {Automatic emotion detection in text streams by analyzing Twitter data},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {1},
  pages        = {35--51},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0096-z},
  doi          = {10.1007/S41060-018-0096-Z},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/HasanRA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/HelalLLEDM19,
  author       = {Sumyea Helal and
                  Jiuyong Li and
                  Lin Liu and
                  Esmaeil Ebrahimie and
                  Shane Dawson and
                  Duncan J. Murray},
  title        = {Identifying key factors of student academic performance by subgroup
                  discovery},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {3},
  pages        = {227--245},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0141-y},
  doi          = {10.1007/S41060-018-0141-Y},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/HelalLLEDM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/KhattreeB19,
  author       = {Ravindra Khattree and
                  Manoj Bahuguna},
  title        = {An alternative data analytic approach to measure the univariate and
                  multivariate skewness},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {1},
  pages        = {1--16},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0106-1},
  doi          = {10.1007/S41060-018-0106-1},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/KhattreeB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/KoizumiEHI19,
  author       = {Kenichi Koizumi and
                  Peter Eades and
                  Kei Hiraki and
                  Mary Inaba},
  title        = {BJR-tree: fast skyline computation algorithm using dominance relation-based
                  tree structure},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {1},
  pages        = {17--34},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0098-x},
  doi          = {10.1007/S41060-018-0098-X},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/KoizumiEHI19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/LyuKS19,
  author       = {Lingyu Lyu and
                  Mehmed M. Kantardzic and
                  Tegjyot Singh Sethi},
  title        = {Sloppiness mitigation in crowdsourcing: detecting and correcting bias
                  for crowd scoring tasks},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {3},
  pages        = {179--199},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0139-5},
  doi          = {10.1007/S41060-018-0139-5},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/LyuKS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/MukherjiLTBWRW19,
  author       = {Abhishek Mukherji and
                  Xika Lin and
                  Ermal Toto and
                  Christopher R. Botaish and
                  Jason Whitehouse and
                  Elke A. Rundensteiner and
                  Matthew O. Ward},
  title        = {{FIRE:} a two-level interactive visualization for deep exploration
                  of association rules},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {3},
  pages        = {201--226},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0133-y},
  doi          = {10.1007/S41060-018-0133-Y},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/MukherjiLTBWRW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/NikulinPTS19,
  author       = {Vsevolod Nikulin and
                  Albert Podusenko and
                  Ivan Tanev and
                  Katsunori Shimohara},
  title        = {Regression-based supervised learning of autosteering of a road car
                  featuring a delayed steering response},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {149--163},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0140-z},
  doi          = {10.1007/S41060-018-0140-Z},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/NikulinPTS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/PramanikSDWGM19,
  author       = {Soumajit Pramanik and
                  Mohit Sharma and
                  Maximilien Danisch and
                  Qinna Wang and
                  Jean{-}Loup Guillaume and
                  Bivas Mitra},
  title        = {Easy-Mention: a model-driven mention recommendation heuristic to boost
                  your tweet popularity},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {131--147},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0121-2},
  doi          = {10.1007/S41060-018-0121-2},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/PramanikSDWGM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/SambasivanD19,
  author       = {Rajiv Sambasivan and
                  Sourish Das},
  title        = {Classification and regression using augmented trees},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {4},
  pages        = {259--276},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0146-6},
  doi          = {10.1007/S41060-018-0146-6},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SambasivanD19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/SchulteQ19,
  author       = {Oliver Schulte and
                  Zhensong Qian},
  title        = {{FACTORBASE:} multi-relational structure learning with {SQL} all the
                  way},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {4},
  pages        = {289--309},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0130-1},
  doi          = {10.1007/S41060-018-0130-1},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SchulteQ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/StefaniBCHB19,
  author       = {Jacopo De Stefani and
                  Yann{-}A{\"{e}}l Le Borgne and
                  Olivier Caelen and
                  Dalila Hattab and
                  Gianluca Bontempi},
  title        = {Batch and incremental dynamic factor machine learning for multivariate
                  and multi-step-ahead forecasting},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {4},
  pages        = {311--329},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0150-x},
  doi          = {10.1007/S41060-018-0150-X},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/StefaniBCHB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/SuthaharanS19,
  author       = {Shan Suthaharan and
                  Weining Shen},
  title        = {Elliptical modeling and pattern analysis for perturbation models and
                  classification},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {103--113},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0117-y},
  doi          = {10.1007/S41060-018-0117-Y},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/SuthaharanS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/TolomeiLFH19,
  author       = {Gabriele Tolomei and
                  Mounia Lalmas and
                  Ayman Farahat and
                  Andrew Haines},
  title        = {You must have clicked on this ad by mistake! Data-driven identification
                  of accidental clicks on mobile ads with applications to advertiser
                  cost discounting and click-through rate prediction},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {1},
  pages        = {53--66},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0122-1},
  doi          = {10.1007/S41060-018-0122-1},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/TolomeiLFH19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/TrittenbachB19,
  author       = {Holger Trittenbach and
                  Klemens B{\"{o}}hm},
  title        = {Dimension-based subspace search for outlier detection},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {87--101},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0137-7},
  doi          = {10.1007/S41060-018-0137-7},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/TrittenbachB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ijdsa/ZhangYYL19,
  author       = {Huimin Zhang and
                  Ming Yang and
                  Wanqi Yang and
                  Jing Lv},
  title        = {Spatial-aware hyperspectral image classification via multifeature
                  kernel dictionary learning},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {7},
  number       = {2},
  pages        = {115--129},
  year         = {2019},
  url          = {https://doi.org/10.1007/s41060-018-0115-0},
  doi          = {10.1007/S41060-018-0115-0},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/ZhangYYL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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