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@article{DBLP:journals/air/BehnamianGF23,
  author       = {Javad Behnamian and
                  M. Ghadimi and
                  Mina Farajiamiri},
  title        = {Data mining-based firefly algorithm for green vehicle routing problem
                  with heterogeneous fleet and refueling constraint},
  journal      = {Artif. Intell. Rev.},
  volume       = {56},
  number       = {7},
  pages        = {6557--6589},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10462-022-10336-9},
  doi          = {10.1007/S10462-022-10336-9},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/air/BehnamianGF23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/SchulteN23,
  author       = {Julian Schulte and
                  Volker Nissen},
  title        = {Sensitivity analysis of combinatorial optimization problems using
                  evolutionary bilevel optimization and data mining},
  journal      = {Ann. Math. Artif. Intell.},
  volume       = {91},
  number       = {2-3},
  pages        = {309--328},
  year         = {2023},
  url          = {https://doi.org/10.1007/s10472-022-09827-w},
  doi          = {10.1007/S10472-022-09827-W},
  timestamp    = {Tue, 12 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/amai/SchulteN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/AmigoGM23,
  author       = {Enrique Amig{\'{o}} and
                  Julio Gonzalo and
                  Stefano Mizzaro},
  title        = {What is My Problem? Identifying Formal Tasks and Metrics in Data Mining
                  on the Basis of Measurement Theory},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {2},
  pages        = {2147--2157},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3109823},
  doi          = {10.1109/TKDE.2021.3109823},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/AmigoGM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouLCYT23,
  author       = {Qinghai Zhou and
                  Liangyue Li and
                  Nan Cao and
                  Lei Ying and
                  Hanghang Tong},
  title        = {Adversarial Attacks on Multi-Network Mining: Problem Definition and
                  Fast Solutions},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {1},
  pages        = {96--107},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3078634},
  doi          = {10.1109/TKDE.2021.3078634},
  timestamp    = {Sat, 16 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhouLCYT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Shigarov23,
  author       = {Alexey O. Shigarov},
  title        = {Table understanding: Problem overview},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {13},
  number       = {1},
  year         = {2023},
  url          = {https://doi.org/10.1002/widm.1482},
  doi          = {10.1002/WIDM.1482},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/Shigarov23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/Lim023,
  author       = {Jungeun Lim and
                  Minseok Song},
  editor       = {Jochen De Weerdt and
                  Luise Pufahl},
  title        = {Navigating Event Abstraction in Process Mining: {A} Comprehensive
                  Analysis of Sub-problems, Data, and Process Characteristic Considerations},
  booktitle    = {Business Process Management Workshops - {BPM} 2023 International Workshops,
                  Utrecht, The Netherlands, September 11-15, 2023, Revised Selected
                  Papers},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {492},
  pages        = {174--185},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-50974-2\_14},
  doi          = {10.1007/978-3-031-50974-2\_14},
  timestamp    = {Sat, 10 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bpm/Lim023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmbd/DingZ23,
  author       = {Zihuan Ding and
                  Guangyan Zhao},
  editor       = {Ying Tan and
                  Yuhui Shi},
  title        = {Research on Data Mining Methods in the Field of Quality Problem Analysis
                  Based on {BERT} Model},
  booktitle    = {Data Mining and Big Data - 8th International Conference, {DMBD} 2023,
                  Sanya, China, December 9-12, 2023, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {2017},
  pages        = {111--123},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-97-0837-6\_8},
  doi          = {10.1007/978-981-97-0837-6\_8},
  timestamp    = {Mon, 26 Feb 2024 17:29:32 +0100},
  biburl       = {https://dblp.org/rec/conf/dmbd/DingZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/educon/Pena-BecerrilCB23,
  author       = {Maritza Pe{\~{n}}a{-}Becerril and
                  Claudia Camacho{-}Zu{\~{n}}iga and
                  David Antonio Buentello{-}Montoya and
                  Julio C{\'{e}}sar {\'{A}}vila and
                  Nicol{\'{a}}s Amado{-}Moranchel},
  title        = {Undergraduates' Perceptions of Mathematics Learning Through Contextualized
                  Problems in Professional Practice: Comparative Analysis of Traditional
                  Qualitative and Data Mining Techniques},
  booktitle    = {{IEEE} Global Engineering Education Conference, {EDUCON} 2023, Kuwait,
                  May 1-4, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/EDUCON54358.2023.10125241},
  doi          = {10.1109/EDUCON54358.2023.10125241},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/educon/Pena-BecerrilCB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsce/ChuaKJW23,
  author       = {Hui Na Chua and
                  Qaisar Khan and
                  Muhammed Basheer Jasser and
                  Richard T. K. Wong},
  title        = {Problem Understanding of Fake News Detection from a Data Mining Perspective},
  booktitle    = {13th {IEEE} International Conference on Control System, Computing
                  and Engineering, {ICCSCE} 2023, Penang, Malaysia, August 25-26, 2023},
  pages        = {297--302},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCSCE58721.2023.10237152},
  doi          = {10.1109/ICCSCE58721.2023.10237152},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccsce/ChuaKJW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuangL23,
  author       = {Mingyu Huang and
                  Ke Li},
  title        = {Exploring Structural Similarity in Fitness Landscapes via Graph Data
                  Mining: {A} Case Study on Number Partitioning Problems},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
                  SAR, China},
  pages        = {5595--5603},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/621},
  doi          = {10.24963/IJCAI.2023/621},
  timestamp    = {Mon, 28 Aug 2023 17:23:07 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/HuangL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04228,
  author       = {Chandrika Kamath and
                  Juliette Franzman and
                  Ravi Ponmalai},
  title        = {Data Mining for Faster, Interpretable Solutions to Inverse Problems:
                  {A} Case Study Using Additive Manufacturing},
  journal      = {CoRR},
  volume       = {abs/2306.04228},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.04228},
  doi          = {10.48550/ARXIV.2306.04228},
  eprinttype    = {arXiv},
  eprint       = {2306.04228},
  timestamp    = {Fri, 06 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-04228.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/RahmanWMKN22,
  author       = {Md. Mostafizer Rahman and
                  Yutaka Watanobe and
                  Taku Matsumoto and
                  Rage Uday Kiran and
                  Keita Nakamura},
  title        = {Educational Data Mining to Support Programming Learning Using Problem-Solving
                  Data},
  journal      = {{IEEE} Access},
  volume       = {10},
  pages        = {26186--26202},
  year         = {2022},
  url          = {https://doi.org/10.1109/ACCESS.2022.3157288},
  doi          = {10.1109/ACCESS.2022.3157288},
  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/RahmanWMKN22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/HamdiSEMRS22,
  author       = {Ali Hamdi and
                  Khaled B. Shaban and
                  Abdelkarim Erradi and
                  Amr Mohamed and
                  Shakila Khan Rumi and
                  Flora D. Salim},
  title        = {Spatiotemporal data mining: a survey on challenges and open problems},
  journal      = {Artif. Intell. Rev.},
  volume       = {55},
  number       = {2},
  pages        = {1441--1488},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10462-021-09994-y},
  doi          = {10.1007/S10462-021-09994-Y},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/air/HamdiSEMRS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsis/YuL22,
  author       = {Jia Yu and
                  Jingjing Lin},
  title        = {Data mining technology in the analysis of college students' psychological
                  problems},
  journal      = {Comput. Sci. Inf. Syst.},
  volume       = {19},
  number       = {3},
  pages        = {1583--1596},
  year         = {2022},
  url          = {https://doi.org/10.2298/csis210404044y},
  doi          = {10.2298/CSIS210404044Y},
  timestamp    = {Sun, 30 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/comsis/YuL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eis/SuHWW22,
  author       = {Yingying Su and
                  Lianjuan Han and
                  Huimin Wang and
                  Jianan Wang},
  title        = {The workshop scheduling problems based on data mining and particle
                  swarm optimisation algorithm in machine learning areas},
  journal      = {Enterp. Inf. Syst.},
  volume       = {16},
  number       = {2},
  pages        = {363--378},
  year         = {2022},
  url          = {https://doi.org/10.1080/17517575.2019.1700551},
  doi          = {10.1080/17517575.2019.1700551},
  timestamp    = {Tue, 06 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eis/SuHWW22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/GalindoSNCL22,
  author       = {Juan Camilo Fonseca Galindo and
                  Gabriela de Castro Surita and
                  Jos{\'{e}} Maia Neto and
                  Cristiano Leite de Castro and
                  Andr{\'{e}} Paim Lemos},
  title        = {A multi-agent system for solving the Dynamic Capacitated Vehicle Routing
                  Problem with stochastic customers using trajectory data mining},
  journal      = {Expert Syst. Appl.},
  volume       = {195},
  pages        = {116602},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.116602},
  doi          = {10.1016/J.ESWA.2022.116602},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/GalindoSNCL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itm/RogicKKD22,
  author       = {Suncica Rogic and
                  Ljiljana Kascelan and
                  Vladimir Kascelan and
                  Vladimir Durisic},
  title        = {Automatic customer targeting: a data mining solution to the problem
                  of asymmetric profitability distribution},
  journal      = {Inf. Technol. Manag.},
  volume       = {23},
  number       = {4},
  pages        = {315--333},
  year         = {2022},
  url          = {https://doi.org/10.1007/s10799-021-00353-5},
  doi          = {10.1007/S10799-021-00353-5},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/itm/RogicKKD22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itor/SantanaPR22,
  author       = {{\'{I}}talo Santana and
                  Alexandre Plastino and
                  Isabel Rosseti},
  title        = {Improving a state-of-the-art heuristic for the minimum latency problem
                  with data mining},
  journal      = {Int. Trans. Oper. Res.},
  volume       = {29},
  number       = {2},
  pages        = {959--986},
  year         = {2022},
  url          = {https://doi.org/10.1111/itor.12774},
  doi          = {10.1111/ITOR.12774},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/itor/SantanaPR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpmds/0001UHA22,
  author       = {Marco Pegoraro and
                  Merih Seran Uysal and
                  Tom{-}Hendrik H{\"{u}}lsmann and
                  Wil M. P. van der Aalst},
  editor       = {Adriano Augusto and
                  Asif Gill and
                  Dominik Bork and
                  Selmin Nurcan and
                  Iris Reinhartz{-}Berger and
                  Rainer Schmidt},
  title        = {Uncertain Case Identifiers in Process Mining: {A} User Study of the
                  Event-Case Correlation Problem on Click Data},
  booktitle    = {Enterprise, Business-Process and Information Systems Modeling - 23rd
                  International Conference, {BPMDS} 2022 and 27th International Conference,
                  {EMMSAD} 2022, Held at CAiSE 2022, Leuven, Belgium, June 6-7, 2022,
                  Proceedings},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {450},
  pages        = {173--187},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-07475-2\_12},
  doi          = {10.1007/978-3-031-07475-2\_12},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bpmds/0001UHA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05311,
  author       = {Sayantan Bhadra and
                  Umberto Villa and
                  Mark A. Anastasio},
  title        = {Mining the manifolds of deep generative models for multiple data-consistent
                  solutions of ill-posed tomographic imaging problems},
  journal      = {CoRR},
  volume       = {abs/2202.05311},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.05311},
  eprinttype    = {arXiv},
  eprint       = {2202.05311},
  timestamp    = {Tue, 01 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-05311.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04164,
  author       = {Marco Pegoraro and
                  Merih Seran Uysal and
                  Tom{-}Hendrik H{\"{u}}lsmann and
                  Wil M. P. van der Aalst},
  title        = {Uncertain Case Identifiers in Process Mining: {A} User Study of the
                  Event-Case Correlation Problem on Click Data},
  journal      = {CoRR},
  volume       = {abs/2204.04164},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.04164},
  doi          = {10.48550/ARXIV.2204.04164},
  eprinttype    = {arXiv},
  eprint       = {2204.04164},
  timestamp    = {Wed, 13 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-04164.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/AlSabaawi21,
  author       = {Ali M. Ahmed Al Sabaawi},
  title        = {Adopting several models to alleviate sparsity and cold-start problems
                  using data mining techniques for recommendation systems (Tavsiye sistemi
                  i{\c{c}}in veri madencili{\u{g}}i tekniklerini kullanarak veri seyrekli{\u{g}}ini
                  ve so{\u{g}}uk ba{\c{s}}latma sorunlar{\i}n{\i} hafifletmek i{\c{c}}in
                  {\c{c}}e{\c{s}}itli modeller)},
  school       = {Aksaray University, Turkey},
  year         = {2021},
  url          = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=ydAzgXIP41gxAILw2wVPlQ\&no=recEH6EpsnM-dQkbgGrj1A},
  timestamp    = {Sun, 29 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/tr/AlSabaawi21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ce/HeBP21,
  author       = {Qiwei He and
                  Francesca Borgonovi and
                  Marco Paccagnella},
  title        = {Leveraging process data to assess adults' problem-solving skills:
                  Using sequence mining to identify behavioral patterns across digital
                  tasks},
  journal      = {Comput. Educ.},
  volume       = {166},
  pages        = {104170},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.compedu.2021.104170},
  doi          = {10.1016/J.COMPEDU.2021.104170},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ce/HeBP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijet/ZhangC21a,
  author       = {Guomeng Zhang and
                  Siyuan Chen},
  title        = {Problem-oriented Teaching Mode based on Data Mining Technology in
                  the Sports Psychology Classroom},
  journal      = {Int. J. Emerg. Technol. Learn.},
  volume       = {16},
  number       = {20},
  year         = {2021},
  url          = {https://doi.org/10.3991/ijet.v16i20.26411},
  doi          = {10.3991/IJET.V16I20.26411},
  timestamp    = {Fri, 10 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijet/ZhangC21a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijstm/WuZLZW21,
  author       = {Yiqiong Wu and
                  Qing Zhu and
                  Shan Liu and
                  Fan Zhang and
                  Linbo Wang},
  title        = {Using unlabeled data mining to detect customer perceptions of undefined
                  commodity problems},
  journal      = {Int. J. Serv. Technol. Manag.},
  volume       = {27},
  number       = {3},
  pages        = {209--228},
  year         = {2021},
  url          = {https://doi.org/10.1504/IJSTM.2021.115164},
  doi          = {10.1504/IJSTM.2021.115164},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijstm/WuZLZW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiuDW21,
  author       = {Jie Liu and
                  Huachao Dong and
                  Peng Wang},
  title        = {Multi-fidelity global optimization using a data-mining strategy for
                  computationally intensive black-box problems},
  journal      = {Knowl. Based Syst.},
  volume       = {227},
  pages        = {107212},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.knosys.2021.107212},
  doi          = {10.1016/J.KNOSYS.2021.107212},
  timestamp    = {Mon, 12 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kbs/LiuDW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mis/ZuSHHH21,
  author       = {Enhou Zu and
                  Ming{-}Hung Shu and
                  Jui{-}Chan Huang and
                  Bi{-}Min Hsu and
                  Chien{-}Ming Hu},
  title        = {Management Problems of Modern Logistics Information System Based on
                  Data Mining},
  journal      = {Mob. Inf. Syst.},
  volume       = {2021},
  pages        = {5241921:1--5241921:9},
  year         = {2021},
  url          = {https://doi.org/10.1155/2021/5241921},
  doi          = {10.1155/2021/5241921},
  timestamp    = {Mon, 25 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mis/ZuSHHH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/CarvalhoPSA21,
  author       = {Veronica Oliveira de Carvalho and
                  Bruno Elias Penteado and
                  Leandro Rondado de Sousa and
                  Frank Jos{\'{e}} Affonso},
  editor       = {Beno Csap{\'{o}} and
                  James Uhomoibhi},
  title        = {Guidelines for the Application of Data Mining to the Problem of School
                  Dropout},
  booktitle    = {Computer Supported Education - 13th International Conference, {CSEDU}
                  2021, Virtual Event, April 23-25, 2021, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1624},
  pages        = {55--72},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-031-14756-2\_4},
  doi          = {10.1007/978-3-031-14756-2\_4},
  timestamp    = {Thu, 25 Aug 2022 16:49:42 +0200},
  biburl       = {https://dblp.org/rec/conf/csedu/CarvalhoPSA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csedu/SousaCPA21,
  author       = {Leandro Rondado de Sousa and
                  Veronica Oliveira de Carvalho and
                  Bruno Elias Penteado and
                  Frank Jos{\'{e}} Affonso},
  editor       = {Beno Csap{\'{o}} and
                  James Uhomoibhi},
  title        = {A Systematic Mapping on the Use of Data Mining for the Face-to-Face
                  School Dropout Problem},
  booktitle    = {Proceedings of the 13th International Conference on Computer Supported
                  Education, {CSEDU} 2021, Online Streaming, April 23-25, 2021, Volume
                  1},
  pages        = {36--47},
  publisher    = {{SCITEPRESS}},
  year         = {2021},
  url          = {https://doi.org/10.5220/0010476300360047},
  doi          = {10.5220/0010476300360047},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/csedu/SousaCPA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Dardzinska-Glebocka21,
  author       = {Agnieszka Dardzinska{-}Glebocka and
                  Malgorzata Zdrodowska},
  editor       = {Jaroslaw Watr{\'{o}}bski and
                  Wojciech Salabun and
                  Carlos Toro and
                  Cecilia Zanni{-}Merk and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Analysis children with disabilities self-care problems based on selected
                  data mining techniques},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 25th International Conference KES-2021, Virtual
                  Event / Szczecin, Poland, 8-10 September 2021},
  series       = {Procedia Computer Science},
  volume       = {192},
  pages        = {2854--2862},
  publisher    = {Elsevier},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.procs.2021.09.056},
  doi          = {10.1016/J.PROCS.2021.09.056},
  timestamp    = {Mon, 24 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Dardzinska-Glebocka21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/WangSANW21,
  author       = {Karen D. Wang and
                  Shima Salehi and
                  Max Arseneault and
                  Krishnan Nair and
                  Carl E. Wieman},
  editor       = {Christoph Meinel and
                  Mar P{\'{e}}rez{-}Sanagust{\'{\i}}n and
                  Marcus Specht and
                  Amy Ogan},
  title        = {Automating the Assessment of Problem-solving Practices Using Log Data
                  and Data Mining Techniques},
  booktitle    = {L@S'21: Eighth {ACM} Conference on Learning @ Scale, Virtual Event,
                  Germany, June 22-25, 2021},
  pages        = {69--76},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3430895.3460127},
  doi          = {10.1145/3430895.3460127},
  timestamp    = {Fri, 11 Jun 2021 13:39:27 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/WangSANW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-17128,
  author       = {Ali Hamdi and
                  Khaled B. Shaban and
                  Abdelkarim Erradi and
                  Amr Mohamed and
                  Shakila Khan Rumi and
                  Flora D. Salim},
  title        = {Spatiotemporal Data Mining: {A} Survey on Challenges and Open Problems},
  journal      = {CoRR},
  volume       = {abs/2103.17128},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.17128},
  eprinttype    = {arXiv},
  eprint       = {2103.17128},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-17128.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07890,
  author       = {Tanya Aghazadeh and
                  Mostafa Bagheri},
  title        = {Investigating myocardial infarction and its effects in patients with
                  urgent medical problems using advanced data mining tools},
  journal      = {CoRR},
  volume       = {abs/2112.07890},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.07890},
  eprinttype    = {arXiv},
  eprint       = {2112.07890},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-07890.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/BelhadiADL20,
  author       = {Hiba Belhadi and
                  Karima Akli{-}Astouati and
                  Youcef Djenouri and
                  Jerry Chun{-}Wei Lin},
  title        = {Data mining-based approach for ontology matching problem},
  journal      = {Appl. Intell.},
  volume       = {50},
  number       = {4},
  pages        = {1204--1221},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10489-019-01593-3},
  doi          = {10.1007/S10489-019-01593-3},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/BelhadiADL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/MaiaPP20,
  author       = {Marcelo Rodrigues de Holanda Maia and
                  Alexandre Plastino and
                  Puca Huachi Vaz Penna},
  title        = {MineReduce: An approach based on data mining for problem size reduction},
  journal      = {Comput. Oper. Res.},
  volume       = {122},
  pages        = {104995},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.cor.2020.104995},
  doi          = {10.1016/J.COR.2020.104995},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cor/MaiaPP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cse/ForouzandehAFX20,
  author       = {Saman Forouzandeh and
                  Atae Rezaei Aghdam and
                  Soran Forouzandeh and
                  Shuxiang Xu},
  title        = {Addressing the Cold-Start Problem Using Data Mining Techniques and
                  Improving Recommender Systems by Cuckoo Algorithm: {A} Case Study
                  of Facebook},
  journal      = {Comput. Sci. Eng.},
  volume       = {22},
  number       = {4},
  pages        = {62--73},
  year         = {2020},
  url          = {https://doi.org/10.1109/MCSE.2018.2875321},
  doi          = {10.1109/MCSE.2018.2875321},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cse/ForouzandehAFX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itor/GuerineRP20,
  author       = {Marcos A. Guerine and
                  Isabel Rosseti and
                  Alexandre Plastino},
  title        = {A hybrid data mining heuristic to solve the point-feature cartographic
                  label placement problem},
  journal      = {Int. Trans. Oper. Res.},
  volume       = {27},
  number       = {2},
  pages        = {1189--1209},
  year         = {2020},
  url          = {https://doi.org/10.1111/itor.12666},
  doi          = {10.1111/ITOR.12666},
  timestamp    = {Fri, 18 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/itor/GuerineRP20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/ChuangCL20,
  author       = {Hui{-}Chi Chuang and
                  Chih{-}Chuan Chen and
                  Sheng{-}Tun Li},
  title        = {Incorporating monotonic domain knowledge in support vector learning
                  for data mining regression problems},
  journal      = {Neural Comput. Appl.},
  volume       = {32},
  number       = {15},
  pages        = {11791--11805},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00521-019-04661-4},
  doi          = {10.1007/S00521-019-04661-4},
  timestamp    = {Thu, 10 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nca/ChuangCL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/IbrahimH20,
  author       = {Mohammed H. Ibrahim and
                  Mehmet Hacibeyoglu},
  title        = {A novel switching function approach for data mining classification
                  problems},
  journal      = {Soft Comput.},
  volume       = {24},
  number       = {7},
  pages        = {4941--4957},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00500-019-04246-2},
  doi          = {10.1007/S00500-019-04246-2},
  timestamp    = {Thu, 19 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/soco/IbrahimH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bdet/AungSA20,
  author       = {Zayar Aung and
                  Mikhaylov Ilya Sergeevich and
                  Ye Thu Aung},
  title        = {Data Mining Methods for Solving Classification Problem of Oil Wells},
  booktitle    = {{BDET} 2020: 2nd International Conference on Big Data Engineering
                  and Technology, Singapore, January 3-5, 2020},
  pages        = {40--44},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3378904.3378911},
  doi          = {10.1145/3378904.3378911},
  timestamp    = {Fri, 17 Apr 2020 16:30:49 +0200},
  biburl       = {https://dblp.org/rec/conf/bdet/AungSA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gol/LeghrariKAE20,
  author       = {Lina Leghrari and
                  Noussaima El Khattabi and
                  Bela{\"{\i}}d Ahiod and
                  Youssef Elbenani},
  title        = {Mining Tourism as An Orienteering Problem: {A} Real-World Data Case},
  booktitle    = {5th International Conference on Logistics Operations Management, {GOL}
                  2020, Rabat, Morocco, October 28-30, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/GOL49479.2020.9314750},
  doi          = {10.1109/GOL49479.2020.9314750},
  timestamp    = {Tue, 02 Feb 2021 12:26:40 +0100},
  biburl       = {https://dblp.org/rec/conf/gol/LeghrariKAE20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icca3/AungSA20,
  author       = {Zayar Aung and
                  Mihailov Ilya Sergeevich and
                  Ye Thu Aung},
  title        = {Data Mining to Solve Oil Well Problems},
  booktitle    = {{IEEE} Conference on Computer Applications, {ICCA} 2020, Yangon, Myanmar,
                  February 27-28, 2020},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICCA49400.2020.9022816},
  doi          = {10.1109/ICCA49400.2020.9022816},
  timestamp    = {Tue, 27 Dec 2022 16:01:21 +0100},
  biburl       = {https://dblp.org/rec/conf/icca3/AungSA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TawhidI20,
  author       = {Mohamed A. Tawhid and
                  Abdel{-}Monem M. Ibrahim},
  editor       = {Xin{-}She Yang and
                  Xingshi He},
  title        = {Hybrid Binary Particle Swarm Optimization and Flower Pollination Algorithm
                  Based on Rough Set Approach for Feature Selection Problem},
  booktitle    = {Nature-Inspired Computation in Data Mining and Machine Learning},
  series       = {Studies in Computational Intelligence},
  volume       = {855},
  pages        = {249--273},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-28553-1\_12},
  doi          = {10.1007/978-3-030-28553-1\_12},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TawhidI20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07415,
  author       = {Marcelo Rodrigues de Holanda Maia and
                  Alexandre Plastino and
                  Puca Huachi Vaz Penna},
  title        = {MineReduce: an approach based on data mining for problem size reduction},
  journal      = {CoRR},
  volume       = {abs/2005.07415},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.07415},
  eprinttype    = {arXiv},
  eprint       = {2005.07415},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-07415.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12691,
  author       = {Juan Camilo Fonseca Galindo and
                  Gabriela de Castro Surita and
                  Jos{\'{e}} Maia Neto and
                  Cristiano Leite de Castro and
                  Andr{\'{e}} Paim Lemos},
  title        = {A Multi-Agent System for Solving the Dynamic Capacitated Vehicle Routing
                  Problem with Stochastic Customers using Trajectory Data Mining},
  journal      = {CoRR},
  volume       = {abs/2009.12691},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.12691},
  eprinttype    = {arXiv},
  eprint       = {2009.12691},
  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-12691.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2019Dong,
  author       = {Guozhu Dong},
  title        = {Exploiting the Power of Group Differences: Using Patterns to Solve
                  Data Analysis Problems},
  series       = {Synthesis Lectures on Data Mining and Knowledge Discovery},
  publisher    = {Morgan {\&} Claypool Publishers},
  year         = {2019},
  url          = {https://doi.org/10.2200/S00897ED1V01Y201901DMK016},
  doi          = {10.2200/S00897ED1V01Y201901DMK016},
  isbn         = {978-3-031-00785-9},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/synthesis/2019Dong.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aires/KanoT19,
  author       = {Eiji Kano and
                  Kazuhiko Tsuda},
  title        = {Use of a text mining method for classifying citizen report data and
                  analyzing the occurrence trend of local problems},
  journal      = {Artif. Intell. Res.},
  volume       = {8},
  number       = {2},
  pages        = {1},
  year         = {2019},
  url          = {https://doi.org/10.5430/air.v8n2p1},
  doi          = {10.5430/AIR.V8N2P1},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aires/KanoT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candie/SantosSFL19,
  author       = {Bruno Samways dos Santos and
                  Maria Teresinha Arns Steiner and
                  Amanda Trojan Fenerich and
                  Rafael Henrique Palma Lima},
  title        = {Data mining and machine learning techniques applied to public health
                  problems: {A} bibliometric analysis from 2009 to 2018},
  journal      = {Comput. Ind. Eng.},
  volume       = {138},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.cie.2019.106120},
  doi          = {10.1016/J.CIE.2019.106120},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/candie/SantosSFL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/JuniorSGSO19,
  author       = {Alvaro Neuenfeldt J{\'{u}}nior and
                  Elsa Silva and
                  Antonio Miguel Gomes and
                  Carlos Soares and
                  Jos{\'{e}} Fernando Oliveira},
  title        = {Data mining based framework to assess solution quality for the rectangular
                  2D strip-packing problem},
  journal      = {Expert Syst. Appl.},
  volume       = {118},
  pages        = {365--380},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.eswa.2018.10.006},
  doi          = {10.1016/J.ESWA.2018.10.006},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/JuniorSGSO19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijamc-igi/Bourennani19a,
  author       = {Farid Bourennani},
  title        = {Solving Heterogeneous Big Data Mining Problems Using Multi-Objective
                  Optimization},
  journal      = {Int. J. Appl. Metaheuristic Comput.},
  volume       = {10},
  number       = {4},
  pages        = {18--37},
  year         = {2019},
  url          = {https://doi.org/10.4018/IJAMC.2019100102},
  doi          = {10.4018/IJAMC.2019100102},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijamc-igi/Bourennani19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/LuckenBB19,
  author       = {Christian von L{\"{u}}cken and
                  Carlos A. Brizuela and
                  Benjam{\'{\i}}n Bar{\'{a}}n},
  title        = {An overview on evolutionary algorithms for many-objective optimization
                  problems},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {9},
  number       = {1},
  year         = {2019},
  url          = {https://doi.org/10.1002/widm.1267},
  doi          = {10.1002/WIDM.1267},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/LuckenBB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/JanuzajJM19,
  author       = {Eshref Januzaj and
                  Visar Januzaj and
                  Peter Mandl},
  title        = {An Application of Distributed Data Mining to Identify Data Quality
                  Problems},
  booktitle    = {Proceedings of the 21st International Conference on Information Integration
                  and Web-based Applications {\&} Services, iiWAS 2019, Munich,
                  Germany, December 2-4, 2019},
  pages        = {418--422},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3366030.3366103},
  doi          = {10.1145/3366030.3366103},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iiwas/JanuzajJM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/KanoFT19,
  author       = {Eiji Kano and
                  Yoshikatsu Fujita and
                  Kazuhiko Tsuda},
  editor       = {Imre J. Rudas and
                  J{\'{a}}nos Csirik and
                  Carlos Toro and
                  J{\'{a}}nos Botzheim and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {A Method of Extracting and Classifying Local Community Problems from
                  Citizen-Report Data using Text Mining},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 23rd International Conference KES-2019, Budapest,
                  Hungary, 4-6 September 2019},
  series       = {Procedia Computer Science},
  volume       = {159},
  pages        = {1347--1356},
  publisher    = {Elsevier},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.procs.2019.09.305},
  doi          = {10.1016/J.PROCS.2019.09.305},
  timestamp    = {Mon, 24 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/KanoFT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10705,
  author       = {{\'{I}}talo Gomes Santana},
  title        = {Improving a State-of-the-Art Heuristic for the Minimum Latency Problem
                  with Data Mining},
  journal      = {CoRR},
  volume       = {abs/1908.10705},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.10705},
  eprinttype    = {arXiv},
  eprint       = {1908.10705},
  timestamp    = {Thu, 29 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-10705.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/AtluriKK18,
  author       = {Gowtham Atluri and
                  Anuj Karpatne and
                  Vipin Kumar},
  title        = {Spatio-Temporal Data Mining: {A} Survey of Problems and Methods},
  journal      = {{ACM} Comput. Surv.},
  volume       = {51},
  number       = {4},
  pages        = {83:1--83:41},
  year         = {2018},
  url          = {https://doi.org/10.1145/3161602},
  doi          = {10.1145/3161602},
  timestamp    = {Sat, 08 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/csur/AtluriKK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dpd/DjenouriDHB18,
  author       = {Youcef Djenouri and
                  Djamel Djenouri and
                  Zineb Habbas and
                  Asma Belhadi},
  title        = {How to exploit high performance computing in population-based metaheuristics
                  for solving association rule mining problem},
  journal      = {Distributed Parallel Databases},
  volume       = {36},
  number       = {2},
  pages        = {369--397},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10619-018-7218-4},
  doi          = {10.1007/S10619-018-7218-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dpd/DjenouriDHB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TrautschHMG18,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Philip Makedonski and
                  Jens Grabowski},
  title        = {Addressing problems with replicability and validity of repository
                  mining studies through a smart data platform},
  journal      = {Empir. Softw. Eng.},
  volume       = {23},
  number       = {2},
  pages        = {1036--1083},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10664-017-9537-x},
  doi          = {10.1007/S10664-017-9537-X},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ese/TrautschHMG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imds/LeeCYSLH18,
  author       = {Hanjun Lee and
                  Keunho Choi and
                  Donghee Yoo and
                  Yongmoo Suh and
                  Soowon Lee and
                  Guijia He},
  title        = {Recommending valuable ideas in an open innovation community: {A} text
                  mining approach to information overload problem},
  journal      = {Ind. Manag. Data Syst.},
  volume       = {118},
  number       = {4},
  pages        = {683--699},
  year         = {2018},
  url          = {https://doi.org/10.1108/IMDS-02-2017-0044},
  doi          = {10.1108/IMDS-02-2017-0044},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/imds/LeeCYSLH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rairo/MaiaPP18,
  author       = {Marcelo Rodrigues de Holanda Maia and
                  Alexandre Plastino and
                  Puca Huachi Vaz Penna},
  title        = {Hybrid data mining heuristics for the heterogeneous fleet vehicle
                  routing problem},
  journal      = {{RAIRO} Oper. Res.},
  volume       = {52},
  number       = {3},
  pages        = {661--690},
  year         = {2018},
  url          = {https://doi.org/10.1051/ro/2017072},
  doi          = {10.1051/RO/2017072},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/rairo/MaiaPP18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsit/NdiranguMN18,
  author       = {Dalton Ndirangu and
                  Waweru Mwangi and
                  Lawrence Nderu},
  title        = {An ensemble outlier detection method for multiclass classification
                  problem in data mining},
  booktitle    = {Proceedings of the 2018 International Conference on Data Science and
                  Information Technology, {DSIT} 2018, Singapore, July 20-22, 2018},
  pages        = {38--42},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3239283.3239303},
  doi          = {10.1145/3239283.3239303},
  timestamp    = {Fri, 28 Jun 2019 14:56:18 +0200},
  biburl       = {https://dblp.org/rec/conf/dsit/NdiranguMN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saci/PejicM18,
  author       = {Aleksandar Pejic and
                  Piroska Stanic Molcer},
  title        = {Relationship Mining in {PISA} {CBA} 2012 Problem Solving Dataset Using
                  Association Rules},
  booktitle    = {12th {IEEE} International Symposium on Applied Computational Intelligence
                  and Informatics, {SACI} 2018, Timisoara, Romania, May 17-19, 2018},
  pages        = {549--554},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/SACI.2018.8440942},
  doi          = {10.1109/SACI.2018.8440942},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/saci/PejicM18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vehits/Vassilev18,
  author       = {Andrea Vassilev},
  editor       = {Markus Helfert and
                  Oleg Gusikhin},
  title        = {Data Mining Applied to Transportation Mode Classification Problem},
  booktitle    = {Proceedings of the 4th International Conference on Vehicle Technology
                  and Intelligent Transport Systems, {VEHITS} 2018, Funchal, Madeira,
                  Portugal, March 16-18, 2018},
  pages        = {36--46},
  publisher    = {SciTePress},
  year         = {2018},
  url          = {https://doi.org/10.5220/0006633300360046},
  doi          = {10.5220/0006633300360046},
  timestamp    = {Mon, 30 Apr 2018 15:03:36 +0200},
  biburl       = {https://dblp.org/rec/conf/vehits/Vassilev18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wetice/Askinadze018,
  author       = {Alexander Askinadze and
                  Stefan Conrad},
  editor       = {Layth Sliman and
                  Ismael Bouassida Rodriguez and
                  Kaori Yoshida},
  title        = {Respecting Data Privacy in Educational Data Mining: An Approach to
                  the Transparent Handling of Student Data and Dealing with the Resulting
                  Missing Value Problem},
  booktitle    = {27th {IEEE} International Conference on Enabling Technologies: Infrastructure
                  for Collaborative Enterprises, {WETICE} 2018, Paris, France, June
                  27-29, 2018},
  pages        = {160--164},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/WETICE.2018.00037},
  doi          = {10.1109/WETICE.2018.00037},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wetice/Askinadze018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whiceb/ZhuWLZ18,
  author       = {Qing Zhu and
                  Yiqiong Wu and
                  Yuze Li and
                  Renxian Zuo},
  title        = {A Text Mining Based Approach for Mining Customer Attribute Data on
                  Undefined Quality Problem},
  booktitle    = {The 17th Wuhan International Conference on E-Business, {WHICEB} 2018,
                  Wuhan, China, May 25-27, 2018},
  pages        = {64},
  publisher    = {Association for Information Systems},
  year         = {2018},
  url          = {https://aisel.aisnet.org/whiceb2018/64},
  timestamp    = {Thu, 12 Dec 2019 13:53:00 +0100},
  biburl       = {https://dblp.org/rec/conf/whiceb/ZhuWLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10530,
  author       = {Shreya Inamdar and
                  Charitha Saumya and
                  Nomchin Banga},
  title        = {Orion+: Automated Problem Diagnosis in Computing Systems by Mining
                  Metric Data},
  journal      = {CoRR},
  volume       = {abs/1802.10530},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.10530},
  eprinttype    = {arXiv},
  eprint       = {1802.10530},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-10530.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03320,
  author       = {Mingtao Lei and
                  Lingyang Chu and
                  Zhefeng Wang},
  title        = {Mining Top-k Sequential Patterns in Database Graphs: {A} New Challenging
                  Problem and a Sampling-based Approach},
  journal      = {CoRR},
  volume       = {abs/1805.03320},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.03320},
  eprinttype    = {arXiv},
  eprint       = {1805.03320},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-03320.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02179,
  author       = {Sapna Negi and
                  Maarten de Rijke and
                  Paul Buitelaar},
  title        = {Open Domain Suggestion Mining: Problem Definition and Datasets},
  journal      = {CoRR},
  volume       = {abs/1806.02179},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02179},
  eprinttype    = {arXiv},
  eprint       = {1806.02179},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02179.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/DebieSML17,
  author       = {Essam Soliman Debie and
                  Kamran Shafi and
                  Kathryn E. Merrick and
                  Chris Lokan},
  title        = {On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier
                  System Ensemble Approaches for Data Mining Problems},
  journal      = {Comput. Intell.},
  volume       = {33},
  number       = {3},
  pages        = {554--578},
  year         = {2017},
  url          = {https://doi.org/10.1111/coin.12099},
  doi          = {10.1111/COIN.12099},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ci/DebieSML17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/DjenouriHD17,
  author       = {Youcef Djenouri and
                  Zineb Habbas and
                  Djamel Djenouri},
  title        = {Data Mining-Based Decomposition for Solving the {MAXSAT} Problem:
                  Toward a New Approach},
  journal      = {{IEEE} Intell. Syst.},
  volume       = {32},
  number       = {4},
  pages        = {48--58},
  year         = {2017},
  url          = {https://doi.org/10.1109/MIS.2017.3121546},
  doi          = {10.1109/MIS.2017.3121546},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/expert/DjenouriHD17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hcis/SagarS17,
  author       = {Kalpna Sagar and
                  Anju Saha},
  title        = {Qualitative usability feature selection with ranking: a novel approach
                  for ranking the identified usability problematic attributes for academic
                  websites using data-mining techniques},
  journal      = {Hum. centric Comput. Inf. Sci.},
  volume       = {7},
  pages        = {29},
  year         = {2017},
  url          = {https://doi.org/10.1186/s13673-017-0111-8},
  doi          = {10.1186/S13673-017-0111-8},
  timestamp    = {Thu, 16 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/hcis/SagarS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetes/AbdiDA17,
  author       = {Farshid Abdi and
                  Kaveh Khalili Damghani and
                  Shaghayegh Abolmakarem},
  title        = {Solving customer insurance coverage sales plan problem using a multi-stage
                  data mining approach},
  journal      = {Kybernetes},
  volume       = {47},
  number       = {1},
  pages        = {2--19},
  year         = {2017},
  url          = {https://doi.org/10.1108/K-07-2017-0244},
  doi          = {10.1108/K-07-2017-0244},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kybernetes/AbdiDA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aics/LittleWR17,
  author       = {James Little and
                  Hayder Abdulabbas Waheed and
                  Andy Rixon},
  editor       = {John McAuley and
                  Susan McKeever},
  title        = {Evaluation of Data Mining Techniques for Two Child-related Social
                  Problems},
  booktitle    = {Proceedings of the 25th Irish Conference on Artificial Intelligence
                  and Cognitive Science, Dublin, Ireland, December 7 - 8, 2017},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2086},
  pages        = {219--231},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-2086/AICS2017\_paper\_42.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:44 +0100},
  biburl       = {https://dblp.org/rec/conf/aics/LittleWR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bica/Vadim17,
  author       = {Kochetov Vadim},
  editor       = {Alexei V. Samsonovich and
                  Valentin V. Klimov},
  title        = {Overview of different approaches to solving problems of Data Mining},
  booktitle    = {8th Annual International Conference on Biologically Inspired Cognitive
                  Architectures, {BICA} 2017, August 1-6, 2017, Moscow, Russia},
  series       = {Procedia Computer Science},
  volume       = {123},
  pages        = {234--239},
  publisher    = {Elsevier},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.procs.2018.01.036},
  doi          = {10.1016/J.PROCS.2018.01.036},
  timestamp    = {Tue, 17 May 2022 16:11:27 +0200},
  biburl       = {https://dblp.org/rec/conf/bica/Vadim17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Garcia-Vico0JC17,
  author       = {{\'{A}}ngel Miguel Garc{\'{\i}}a{-}Vico and
                  Pedro Gonz{\'{a}}lez and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Crist{\'{o}}bal J. Carmona},
  title        = {A first approach to handle fuzzy emerging patterns mining on big data
                  problems: The EvAEFP-spark algorithm},
  booktitle    = {2017 {IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE}
                  2017, Naples, Italy, July 9-12, 2017},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/FUZZ-IEEE.2017.8015673},
  doi          = {10.1109/FUZZ-IEEE.2017.8015673},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fuzzIEEE/Garcia-Vico0JC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003M17,
  author       = {Stefan Neumann and
                  Pauli Miettinen},
  editor       = {Vijay Raghavan and
                  Srinivas Aluru and
                  George Karypis and
                  Lucio Miele and
                  Xindong Wu},
  title        = {Reductions for Frequency-Based Data Mining Problems},
  booktitle    = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
                  New Orleans, LA, USA, November 18-21, 2017},
  pages        = {997--1002},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICDM.2017.128},
  doi          = {10.1109/ICDM.2017.128},
  timestamp    = {Mon, 01 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/0003M17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/LingS17,
  author       = {Charles X. Ling and
                  Victor S. Sheng},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Class Imbalance Problem},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {204--205},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_110},
  doi          = {10.1007/978-1-4899-7687-1\_110},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/LingS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ae,
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Associative Bandit Problem},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {71},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_100023},
  doi          = {10.1007/978-1-4899-7687-1\_100023},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/X17ae.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17ap,
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Bandit Problem with Side Information},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {98},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_100031},
  doi          = {10.1007/978-1-4899-7687-1\_100031},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/X17ap.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17aq,
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Bandit Problem with Side Observations},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {98},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_100032},
  doi          = {10.1007/978-1-4899-7687-1\_100032},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/X17aq.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17oz,
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Multi-armed Bandit Problem},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {863},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_100316},
  doi          = {10.1007/978-1-4899-7687-1\_100316},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/X17oz.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/X17yj,
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Utility Problem},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {1309},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_100499},
  doi          = {10.1007/978-1-4899-7687-1\_100499},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/X17yj.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AdeodatoPN17,
  author       = {Paulo J. L. Adeodato and
                  F{\'{a}}bio C. Pereira and
                  Rosalvo F. Oliveira Neto},
  title        = {Optimal Categorical Attribute Transformation for Granularity Change
                  in Relational Databases for Binary Decision Problems in Educational
                  Data Mining},
  journal      = {CoRR},
  volume       = {abs/1702.08745},
  year         = {2017},
  url          = {http://arxiv.org/abs/1702.08745},
  eprinttype    = {arXiv},
  eprint       = {1702.08745},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AdeodatoPN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05214,
  author       = {Yangming Zhou and
                  Jin{-}Kao Hao and
                  B{\'{e}}atrice Duval},
  title        = {When data mining meets optimization: {A} case study on the quadratic
                  assignment problem},
  journal      = {CoRR},
  volume       = {abs/1708.05214},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.05214},
  eprinttype    = {arXiv},
  eprint       = {1708.05214},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-05214.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-00900,
  author       = {Stefan Neumann and
                  Pauli Miettinen},
  title        = {Reductions for Frequency-Based Data Mining Problems},
  journal      = {CoRR},
  volume       = {abs/1709.00900},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.00900},
  eprinttype    = {arXiv},
  eprint       = {1709.00900},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-00900.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04710,
  author       = {Gowtham Atluri and
                  Anuj Karpatne and
                  Vipin Kumar},
  title        = {Spatio-Temporal Data Mining: {A} Survey of Problems and Methods},
  journal      = {CoRR},
  volume       = {abs/1711.04710},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.04710},
  eprinttype    = {arXiv},
  eprint       = {1711.04710},
  timestamp    = {Mon, 08 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-04710.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Begum16,
  author       = {Nurjahan Begum},
  title        = {Exploiting Time Series Primitives to Solve Realistic Data Mining Problems},
  school       = {University of California, Riverside, {USA}},
  year         = {2016},
  url          = {http://www.escholarship.org/uc/item/6r725821},
  timestamp    = {Mon, 15 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Begum16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Ortakaya16,
  author       = {Ahmet Fatih Ortakaya},
  title        = {A Statistical approach to job matching problem via difference metrics
                  and data mining ; Fark metri{\u{g}}i ve veri madencili{\u{g}}i kullan{\i}larak
                  i{\c{s}} e{\c{s}}le{\c{s}}tirme problemine istatistiksel bir yakla{\c{s}}{\i}m},
  school       = {Middle East Technical University, {\c{C}}ankaya, Ankara, Turkey},
  year         = {2016},
  url          = {https://hdl.handle.net/11511/26191},
  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Ortakaya16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csimq/SuriadiSPWS16,
  author       = {Suriadi Suriadi and
                  Teo Susnjak and
                  Agate M. Ponder{-}Sutton and
                  Paul A. Watters and
                  Christoph Schumacher},
  title        = {Using Data-Driven and Process Mining Techniques for Identifying and
                  Characterizing Problem Gamblers in New Zealand},
  journal      = {Complex Syst. Informatics Model. Q.},
  volume       = {9},
  pages        = {44--66},
  year         = {2016},
  url          = {https://doi.org/10.7250/csimq.2016-9.03},
  doi          = {10.7250/CSIMQ.2016-9.03},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csimq/SuriadiSPWS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/HaoLDKK16,
  author       = {Jiangang Hao and
                  Lei Liu and
                  Alina von Davier and
                  Patrick C. Kyllonen and
                  Christopher Kitchen},
  editor       = {Tiffany Barnes and
                  Min Chi and
                  Mingyu Feng},
  title        = {Collaborative Problem Solving Skills versus Collaboration Outcomes:
                  Findings from Statistical Analysis and Data Mining},
  booktitle    = {Proceedings of the 9th International Conference on Educational Data
                  Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
                  2016},
  pages        = {382--387},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2016},
  url          = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_20.pdf},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/HaoLDKK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihci/SagarS16,
  author       = {Kalpna Sagar and
                  Anju Saha},
  editor       = {Anupam Basu and
                  Sukhendu Das and
                  Patrick Horain and
                  Samit Bhattacharya},
  title        = {Enhancing Usability Inspection Through Data-Mining Techniques: An
                  Automated Approach for Detecting Usability Problem Patterns of Academic
                  Websites},
  booktitle    = {Intelligent Human Computer Interaction - 8th International Conference,
                  {IHCI} 2016, Pilani, India, December 12-13, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10127},
  pages        = {229--247},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-52503-7\_19},
  doi          = {10.1007/978-3-319-52503-7\_19},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ihci/SagarS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/CuzzocreaL16,
  author       = {Alfredo Cuzzocrea and
                  Carson K. Leung},
  editor       = {Jo{\~{a}}o Paulo Carvalho and
                  Marie{-}Jeanne Lesot and
                  Uzay Kaymak and
                  Susana M. Vieira and
                  Bernadette Bouchon{-}Meunier and
                  Ronald R. Yager},
  title        = {Computing Theoretically-Sound Upper Bounds to Expected Support for
                  Frequent Pattern Mining Problems over Uncertain Big Data},
  booktitle    = {Information Processing and Management of Uncertainty in Knowledge-Based
                  Systems - 16th International Conference, {IPMU} 2016, Eindhoven, The
                  Netherlands, June 20-24, 2016, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {611},
  pages        = {379--392},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-40581-0\_31},
  doi          = {10.1007/978-3-319-40581-0\_31},
  timestamp    = {Mon, 15 Jun 2020 17:08:03 +0200},
  biburl       = {https://dblp.org/rec/conf/ipmu/CuzzocreaL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/TrautschHMG16,
  author       = {Fabian Trautsch and
                  Steffen Herbold and
                  Philip Makedonski and
                  Jens Grabowski},
  editor       = {Miryung Kim and
                  Romain Robbes and
                  Christian Bird},
  title        = {Adressing problems with external validity of repository mining studies
                  through a smart data platform},
  booktitle    = {Proceedings of the 13th International Conference on Mining Software
                  Repositories, {MSR} 2016, Austin, TX, USA, May 14-22, 2016},
  pages        = {97--108},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2901739.2901753},
  doi          = {10.1145/2901739.2901753},
  timestamp    = {Tue, 06 Nov 2018 16:57:14 +0100},
  biburl       = {https://dblp.org/rec/conf/msr/TrautschHMG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sisy/PejicM16,
  author       = {Aleksandar Pejic and
                  Piroska Stanic Molcer},
  title        = {Exploring data mining possibilities on computer based problem solving
                  data},
  booktitle    = {14th {IEEE} International Symposium on Intelligent Systems and Informatics,
                  {SISY} 2016, Subotica, Serbia, August 29-31, 2016},
  pages        = {171--176},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SISY.2016.7601491},
  doi          = {10.1109/SISY.2016.7601491},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sisy/PejicM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/MakrymanolakisM16,
  author       = {Nikolaos Makrymanolakis and
                  Magdalene Marinaki and
                  Yannis Marinakis},
  title        = {Data mining parameters' selection procedure applied to a multi-start
                  local search algorithm for the permutation flow shop scheduling problem},
  booktitle    = {2016 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
                  2016, Athens, Greece, December 6-9, 2016},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SSCI.2016.7850198},
  doi          = {10.1109/SSCI.2016.7850198},
  timestamp    = {Wed, 16 Oct 2019 14:14:56 +0200},
  biburl       = {https://dblp.org/rec/conf/ssci/MakrymanolakisM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/CamachoBSLFC16,
  author       = {Rui Camacho and
                  Jorge G. Barbosa and
                  Altino M. Sampaio and
                  Jo{\~{a}}o Ladeiras and
                  Nuno A. Fonseca and
                  V{\'{\i}}tor Santos Costa},
  editor       = {Florin Pop and
                  Joanna Kolodziej and
                  Beniamino Di Martino},
  title        = {Parallel Algorithms for Multirelational Data Mining: Application to
                  Life Science Problems},
  booktitle    = {Resource Management for Big Data Platforms - Algorithms, Modelling,
                  and High-Performance Computing Techniques},
  series       = {Computer Communications and Networks},
  pages        = {339--363},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-44881-7\_16},
  doi          = {10.1007/978-3-319-44881-7\_16},
  timestamp    = {Wed, 24 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/ccn/CamachoBSLFC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/Kotthoff16,
  author       = {Lars Kotthoff},
  editor       = {Christian Bessiere and
                  Luc De Raedt and
                  Lars Kotthoff and
                  Siegfried Nijssen and
                  Barry O'Sullivan and
                  Dino Pedreschi},
  title        = {Algorithm Selection for Combinatorial Search Problems: {A} Survey},
  booktitle    = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
                  Approach},
  series       = {Lecture Notes in Computer Science},
  volume       = {10101},
  pages        = {149--190},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-50137-6\_7},
  doi          = {10.1007/978-3-319-50137-6\_7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/lncs/Kotthoff16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/RaedtDGB16,
  author       = {Luc De Raedt and
                  Anton Dries and
                  Tias Guns and
                  Christian Bessiere},
  editor       = {Christian Bessiere and
                  Luc De Raedt and
                  Lars Kotthoff and
                  Siegfried Nijssen and
                  Barry O'Sullivan and
                  Dino Pedreschi},
  title        = {Learning Constraint Satisfaction Problems: An {ILP} Perspective},
  booktitle    = {Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary
                  Approach},
  series       = {Lecture Notes in Computer Science},
  volume       = {10101},
  pages        = {96--112},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-50137-6\_5},
  doi          = {10.1007/978-3-319-50137-6\_5},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/RaedtDGB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BonyadiM16,
  author       = {Mohammad Reza Bonyadi and
                  Zbigniew Michalewicz},
  editor       = {Stan Matwin and
                  Jan Mielniczuk},
  title        = {Evolutionary Computation for Real-World Problems},
  booktitle    = {Challenges in Computational Statistics and Data Mining},
  series       = {Studies in Computational Intelligence},
  volume       = {605},
  pages        = {1--24},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-18781-5\_1},
  doi          = {10.1007/978-3-319-18781-5\_1},
  timestamp    = {Tue, 29 Dec 2020 18:14:45 +0100},
  biburl       = {https://dblp.org/rec/series/sci/BonyadiM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/YangF15,
  author       = {Yang Hang and
                  Simon Fong},
  title        = {Countering the concept-drift problems in big data by an incrementally
                  optimized stream mining model},
  journal      = {J. Syst. Softw.},
  volume       = {102},
  pages        = {158--166},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.jss.2014.07.010},
  doi          = {10.1016/J.JSS.2014.07.010},
  timestamp    = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jss/YangF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZimekV15,
  author       = {Arthur Zimek and
                  Jilles Vreeken},
  title        = {The blind men and the elephant: on meeting the problem of multiple
                  truths in data from clustering and pattern mining perspectives},
  journal      = {Mach. Learn.},
  volume       = {98},
  number       = {1-2},
  pages        = {121--155},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-013-5334-y},
  doi          = {10.1007/S10994-013-5334-Y},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ZimekV15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/see/Al-SaggafI15,
  author       = {Yeslam Al{-}Saggaf and
                  Md Zahidul Islam},
  title        = {Data Mining and Privacy of Social Network Sites' Users: Implications
                  of the Data Mining Problem},
  journal      = {Sci. Eng. Ethics},
  volume       = {21},
  number       = {4},
  pages        = {941--966},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11948-014-9564-6},
  doi          = {10.1007/S11948-014-9564-6},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/see/Al-SaggafI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/CuzzocreaJLLPT15,
  author       = {Alfredo Cuzzocrea and
                  Fan Jiang and
                  Carson Kai{-}Sang Leung and
                  Dacheng Liu and
                  Aaron M. Peddle and
                  Syed Khairuzzaman Tanbeer},
  title        = {Mining Popular Patterns: {A} Novel Mining Problem and Its Application
                  to Static Transactional Databases and Dynamic Data Streams},
  journal      = {Trans. Large Scale Data Knowl. Centered Syst.},
  volume       = {21},
  pages        = {115--139},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-662-47804-2\_6},
  doi          = {10.1007/978-3-662-47804-2\_6},
  timestamp    = {Tue, 19 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tlsdkcs/CuzzocreaJLLPT15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tplp/BruynoogheB0CPJ15,
  author       = {Maurice Bruynooghe and
                  Hendrik Blockeel and
                  Bart Bogaerts and
                  Broes De Cat and
                  Stef De Pooter and
                  Joachim Jansen and
                  Anthony Labarre and
                  Jan Ramon and
                  Marc Denecker and
                  Sicco Verwer},
  title        = {Predicate logic as a modeling language: modeling and solving some
                  machine learning and data mining problems with \emph{IDP3}},
  journal      = {Theory Pract. Log. Program.},
  volume       = {15},
  number       = {6},
  pages        = {783--817},
  year         = {2015},
  url          = {https://doi.org/10.1017/S147106841400009X},
  doi          = {10.1017/S147106841400009X},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tplp/BruynoogheB0CPJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/NouaouriSA15,
  author       = {Issam Nouaouri and
                  Ahmed Samet and
                  Hamid Allaoui},
  title        = {Evidential data mining for length of stay {(LOS)} prediction problem},
  booktitle    = {{IEEE} International Conference on Automation Science and Engineering,
                  {CASE} 2015, Gothenburg, Sweden, August 24-28, 2015},
  pages        = {1415--1420},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/CoASE.2015.7294296},
  doi          = {10.1109/COASE.2015.7294296},
  timestamp    = {Wed, 16 Oct 2019 14:14:53 +0200},
  biburl       = {https://dblp.org/rec/conf/case/NouaouriSA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/JaneiroRRB15,
  author       = {Julio Janeiro Gallardo and
                  Ismael Rodr{\'{\i}}guez{-}Fdez and
                  Alejandro Ramos{-}Soto and
                  Alberto Bugar{\'{\i}}n},
  editor       = {St{\'{e}}phane Loiseau and
                  Joaquim Filipe and
                  B{\'{e}}atrice Duval and
                  H. Jaap van den Herik},
  title        = {Data Mining for Automatic Linguistic Description of Data - Textual
                  Weather Prediction as a Classification Problem},
  booktitle    = {{ICAART} 2015 - Proceedings of the International Conference on Agents
                  and Artificial Intelligence, Volume 2, Lisbon, Portugal, 10-12 January,
                  2015},
  pages        = {556--562},
  publisher    = {SciTePress},
  year         = {2015},
  timestamp    = {Wed, 10 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icaart/JaneiroRRB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWZLLJ15,
  author       = {Zhaojing Zhang and
                  Regina Wang and
                  Weihong Zheng and
                  Shizhan Lan and
                  Dong Liang and
                  Hao Jin},
  title        = {Profit Maximization Analysis Based on Data Mining and the Exponential
                  Retention Model Assumption with Respect to Customer Churn Problems},
  booktitle    = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
                  Atlantic City, NJ, USA, November 14-17, 2015},
  pages        = {1093--1097},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDMW.2015.84},
  doi          = {10.1109/ICDMW.2015.84},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhangWZLLJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Nguyen14h,
  author       = {Manh Cuong Nguyen},
  title        = {{DC} programming and {DCA} for some classes of problems in machine
                  learning and data mining. (La programmation {DC} et {DCA} pour certaines
                  classes de probl{\`{e}}mes en apprentissage et fouille de don{\'{e}}es
                  [i.e. donn{\'{e}}es])},
  school       = {University of Lorraine, Nancy, France},
  year         = {2014},
  url          = {https://tel.archives-ouvertes.fr/tel-01750803},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Nguyen14h.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iie/WalldenM14,
  author       = {Sari Walld{\'{e}}n and
                  Erkki M{\"{a}}kinen},
  title        = {Educational Data Mining and Problem-Based Learning},
  journal      = {Informatics Educ.},
  volume       = {13},
  number       = {1},
  pages        = {141--156},
  year         = {2014},
  url          = {https://doi.org/10.15388/infedu.2014.08},
  doi          = {10.15388/INFEDU.2014.08},
  timestamp    = {Fri, 10 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iie/WalldenM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitcc/KaliaDG14,
  author       = {Harihar Kalia and
                  Satchidananda Dehuri and
                  Ashish Ghosh},
  title        = {A comprehensive survey of multi-objective genetic and fuzzy approaches
                  in rule mining problem of knowledge discovery in databases},
  journal      = {Int. J. Inf. Technol. Commun. Convergence},
  volume       = {3},
  number       = {1},
  pages        = {13--45},
  year         = {2014},
  url          = {https://doi.org/10.1504/IJITCC.2014.064711},
  doi          = {10.1504/IJITCC.2014.064711},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijitcc/KaliaDG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/Zimmermann14,
  author       = {Albrecht Zimmermann},
  title        = {The Data Problem in Data Mining},
  journal      = {{SIGKDD} Explor.},
  volume       = {16},
  number       = {2},
  pages        = {38--45},
  year         = {2014},
  url          = {https://doi.org/10.1145/2783702.2783706},
  doi          = {10.1145/2783702.2783706},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/Zimmermann14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiaiaai/LiuRSS14,
  author       = {Qingzhong Liu and
                  Bernardete Ribeiro and
                  Andrew H. Sung and
                  Divya Suryakumar},
  title        = {Mining the Big Data: The Critical Feature Dimension Problem},
  booktitle    = {{IIAI} 3rd International Conference on Advanced Applied Informatics,
                  {IIAI-AAI} 2014, Kokura Kita-ku, Japan, August 31 - Sept. 4, 2014},
  pages        = {499--504},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/IIAI-AAI.2014.105},
  doi          = {10.1109/IIAI-AAI.2014.105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiaiaai/LiuRSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semcco/RaviY14,
  author       = {Vadlamani Ravi and
                  Amit Yadav},
  editor       = {Bijaya Ketan Panigrahi and
                  Ponnuthurai Nagaratnam Suganthan and
                  Swagatam Das},
  title        = {Privacy Preserving Data Mining Using General Regression Auto-Associative
                  Neural Network: Application to Regression Problems},
  booktitle    = {Swarm, Evolutionary, and Memetic Computing - 5th International Conference,
                  {SEMCCO} 2014, Bhubaneswar, India, December 18-20, 2014, Revised Selected
                  Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8947},
  pages        = {618--624},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-20294-5\_53},
  doi          = {10.1007/978-3-319-20294-5\_53},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/semcco/RaviY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/HolzingerSSSV14,
  author       = {Andreas Holzinger and
                  Johannes Schantl and
                  Miriam Schroettner and
                  Christin Seifert and
                  Karin Verspoor},
  editor       = {Andreas Holzinger and
                  Igor Jurisica},
  title        = {Biomedical Text Mining: State-of-the-Art, Open Problems and Future
                  Challenges},
  booktitle    = {Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
                  - State-of-the-Art and Future Challenges},
  series       = {Lecture Notes in Computer Science},
  volume       = {8401},
  pages        = {271--300},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-43968-5\_16},
  doi          = {10.1007/978-3-662-43968-5\_16},
  timestamp    = {Thu, 17 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/HolzingerSSSV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/HuppertzH14,
  author       = {Berthold Huppertz and
                  Andreas Holzinger},
  editor       = {Andreas Holzinger and
                  Igor Jurisica},
  title        = {Biobanks - {A} Source of Large Biological Data Sets: Open Problems
                  and Future Challenges},
  booktitle    = {Interactive Knowledge Discovery and Data Mining in Biomedical Informatics
                  - State-of-the-Art and Future Challenges},
  series       = {Lecture Notes in Computer Science},
  volume       = {8401},
  pages        = {317--330},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-662-43968-5\_18},
  doi          = {10.1007/978-3-662-43968-5\_18},
  timestamp    = {Sat, 24 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/lncs/HuppertzH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Hu13,
  author       = {Bing Hu},
  title        = {Mining Time Series Data: Moving from Toy Problems to Realistic Deployments},
  school       = {University of California, Riverside, {USA}},
  year         = {2013},
  url          = {http://www.escholarship.org/uc/item/0p33x5zx},
  timestamp    = {Mon, 08 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/basesearch/Hu13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ChenSSPS13,
  author       = {Weiwei Chen and
                  Jie Song and
                  Leyuan Shi and
                  Liang Pi and
                  Peter Sun},
  title        = {Data mining-based dispatching system for solving the local pickup
                  and delivery problem},
  journal      = {Ann. Oper. Res.},
  volume       = {203},
  number       = {1},
  pages        = {351--370},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10479-012-1118-1},
  doi          = {10.1007/S10479-012-1118-1},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/anor/ChenSSPS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/RuusmannM13,
  author       = {Villu Ruusmann and
                  Uko Maran},
  title        = {From data point timelines to a well curated data set, data mining
                  of experimental data and chemical structure data from scientific articles,
                  problems and possible solutions},
  journal      = {J. Comput. Aided Mol. Des.},
  volume       = {27},
  number       = {7},
  pages        = {583--603},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10822-013-9664-4},
  doi          = {10.1007/S10822-013-9664-4},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcamd/RuusmannM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoEXCS13,
  author       = {Byron J. Gao and
                  Martin Ester and
                  Hui Xiong and
                  Jin{-}Yi Cai and
                  Oliver Schulte},
  title        = {The Minimum Consistent Subset Cover Problem: {A} Minimization View
                  of Data Mining},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {25},
  number       = {3},
  pages        = {690--703},
  year         = {2013},
  url          = {https://doi.org/10.1109/TKDE.2011.260},
  doi          = {10.1109/TKDE.2011.260},
  timestamp    = {Fri, 03 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/GaoEXCS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Iglesia13,
  author       = {Beatriz de la Iglesia},
  title        = {Evolutionary computation for feature selection in classification problems},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {3},
  number       = {6},
  pages        = {381--407},
  year         = {2013},
  url          = {https://doi.org/10.1002/widm.1106},
  doi          = {10.1002/WIDM.1106},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/Iglesia13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/WeitschekFB13,
  author       = {Emanuel Weitschek and
                  Giovanni Felici and
                  Paola Bertolazzi},
  editor       = {Franck Morvan and
                  A Min Tjoa and
                  Roland R. Wagner},
  title        = {Clinical Data Mining: Problems, Pitfalls and Solutions},
  booktitle    = {24th International Workshop on Database and Expert Systems Applications,
                  {DEXA} 2013, Prague, Czech Republic, August 26-29, 2013},
  pages        = {90--94},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/DEXA.2013.42},
  doi          = {10.1109/DEXA.2013.42},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dexaw/WeitschekFB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/YuQZ13,
  author       = {Xiaodan Yu and
                  Zhiquan Qi and
                  Yuanmeng Zhao},
  editor       = {Yong Shi and
                  Youmin Xi and
                  Peter Wolcott and
                  Yingjie Tian and
                  Jianping Li and
                  Daniel Berg and
                  Zhengxin Chen and
                  Enrique Herrera{-}Viedma and
                  Gang Kou and
                  Heeseok Lee and
                  Yi Peng and
                  Lean Yu},
  title        = {A Data Mining Perspective of the Newsvendor Problem},
  booktitle    = {Proceedings of the First International Conference on Information Technology
                  and Quantitative Management, {ITQM} 2013, Dushu Lake Hotel, Sushou,
                  China, 16-18 May, 2013},
  series       = {Procedia Computer Science},
  volume       = {17},
  pages        = {166--172},
  publisher    = {Elsevier},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.procs.2013.05.023},
  doi          = {10.1016/J.PROCS.2013.05.023},
  timestamp    = {Mon, 08 May 2023 14:38:37 +0200},
  biburl       = {https://dblp.org/rec/conf/itqm/YuQZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/OlmezogullariACE13,
  author       = {Erdi Olmezogullari and
                  Ismail Ari and
                  {\"{O}}mer Faruk {\c{C}}elebi and
                  Salih Erg{\"{u}}t},
  title        = {Data stream mining to address big data problems},
  booktitle    = {21st Signal Processing and Communications Applications Conference,
                  {SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/SIU.2013.6531483},
  doi          = {10.1109/SIU.2013.6531483},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/siu/OlmezogullariACE13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SarmanovaA13,
  author       = {Akkenzhe Sarmanova and
                  Songul Albayrak},
  title        = {Alleviating class imbalance problem in data mining},
  booktitle    = {21st Signal Processing and Communications Applications Conference,
                  {SIU} 2013, Haspolat, Turkey, April 24-26, 2013},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/SIU.2013.6531574},
  doi          = {10.1109/SIU.2013.6531574},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/siu/SarmanovaA13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/class/CamizG13,
  author       = {Sergio Camiz and
                  Gast{\~{a}}o Coelho Gomes},
  editor       = {Antonio Giusti and
                  Gunter Ritter and
                  Maurizio Vichi},
  title        = {Joint Correspondence Analysis Versus Multiple Correspondence Analysis:
                  {A} Solution to an Undetected Problem},
  booktitle    = {Classification and Data Mining},
  series       = {Studies in Classification, Data Analysis, and Knowledge Organization},
  pages        = {11--18},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-28894-4\_2},
  doi          = {10.1007/978-3-642-28894-4\_2},
  timestamp    = {Tue, 16 May 2017 14:24:29 +0200},
  biburl       = {https://dblp.org/rec/series/class/CamizG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/class/HableC13,
  author       = {Robert Hable and
                  Andreas Christmann},
  editor       = {Antonio Giusti and
                  Gunter Ritter and
                  Maurizio Vichi},
  title        = {Robustness Versus Consistency in Ill-Posed Classification and Regression
                  Problems},
  booktitle    = {Classification and Data Mining},
  series       = {Studies in Classification, Data Analysis, and Knowledge Organization},
  pages        = {27--35},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-28894-4\_4},
  doi          = {10.1007/978-3-642-28894-4\_4},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/class/HableC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Smith-MilesWLI13,
  author       = {Kate Smith{-}Miles and
                  Brendan Wreford and
                  Leo Lopes and
                  Nur Insani},
  editor       = {El{-}Ghazali Talbi},
  title        = {Predicting Metaheuristic Performance on Graph Coloring Problems Using
                  Data Mining},
  booktitle    = {Hybrid Metaheuristics},
  series       = {Studies in Computational Intelligence},
  volume       = {434},
  pages        = {417--432},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-30671-6\_16},
  doi          = {10.1007/978-3-642-30671-6\_16},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Smith-MilesWLI13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BruynoogheBBCPJLRDV13,
  author       = {Maurice Bruynooghe and
                  Hendrik Blockeel and
                  Bart Bogaerts and
                  Broes De Cat and
                  Stef De Pooter and
                  Joachim Jansen and
                  Anthony Labarre and
                  Jan Ramon and
                  Marc Denecker and
                  Sicco Verwer},
  title        = {Predicate Logic as a Modeling Language: Modeling and Solving some
                  Machine Learning and Data Mining Problems with {IDP3}},
  journal      = {CoRR},
  volume       = {abs/1309.6883},
  year         = {2013},
  url          = {http://arxiv.org/abs/1309.6883},
  eprinttype    = {arXiv},
  eprint       = {1309.6883},
  timestamp    = {Tue, 23 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BruynoogheBBCPJLRDV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-1707,
  author       = {Rushi Longadge and
                  Snehalata Dongre},
  title        = {Class Imbalance Problem in Data Mining Review},
  journal      = {CoRR},
  volume       = {abs/1305.1707},
  year         = {2013},
  url          = {http://arxiv.org/abs/1305.1707},
  eprinttype    = {arXiv},
  eprint       = {1305.1707},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1305-1707.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-4955,
  author       = {Renato Oliveira and
                  Paulo J. L. Adeodato and
                  Arthur Carvalho and
                  Icamaan Viegas and
                  Christian Diego and
                  Tsang Ing Ren},
  title        = {A Data Mining Approach to Solve the Goal Scoring Problem},
  journal      = {CoRR},
  volume       = {abs/1305.4955},
  year         = {2013},
  url          = {http://arxiv.org/abs/1305.4955},
  eprinttype    = {arXiv},
  eprint       = {1305.4955},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1305-4955.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amcs/PiegatL12,
  author       = {Andrzej Piegat and
                  Marek Landowski},
  title        = {Optimal estimator of hypothesis probability for data mining problems
                  with small samples},
  journal      = {Int. J. Appl. Math. Comput. Sci.},
  volume       = {22},
  number       = {3},
  pages        = {629--645},
  year         = {2012},
  url          = {https://doi.org/10.2478/v10006-012-0048-z},
  doi          = {10.2478/V10006-012-0048-Z},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amcs/PiegatL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ShahzadM12,
  author       = {Muhammad Atif Shahzad and
                  Nasser Mebarki},
  title        = {Data mining based job dispatching using hybrid simulation-optimization
                  approach for shop scheduling problem},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {25},
  number       = {6},
  pages        = {1173--1181},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.engappai.2012.04.001},
  doi          = {10.1016/J.ENGAPPAI.2012.04.001},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eaai/ShahzadM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmtm/KarthikeyanANP12,
  author       = {S. Karthikeyan and
                  P. Asokan and
                  S. Nickolas and
                  Tom Page},
  title        = {Solving flexible job-shop scheduling problem using hybrid particle
                  swarm optimisation algorithm and data mining},
  journal      = {Int. J. Manuf. Technol. Manag.},
  volume       = {26},
  number       = {1/2/3/4},
  pages        = {81--103},
  year         = {2012},
  url          = {https://doi.org/10.1504/IJMTM.2012.051445},
  doi          = {10.1504/IJMTM.2012.051445},
  timestamp    = {Thu, 04 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijmtm/KarthikeyanANP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsysc/ChiaGST12,
  author       = {Jun Yong Chia and
                  Chi Keong Goh and
                  Vui Ann Shim and
                  Kay Chen Tan},
  title        = {A data mining approach to evolutionary optimisation of noisy multi-objective
                  problems},
  journal      = {Int. J. Syst. Sci.},
  volume       = {43},
  number       = {7},
  pages        = {1217--1247},
  year         = {2012},
  url          = {https://doi.org/10.1080/00207721.2011.618645},
  doi          = {10.1080/00207721.2011.618645},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijsysc/ChiaGST12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACISicis/GoncalvesBV12,
  author       = {Paulo M. Goncalves and
                  Roberto Souto Maior de Barros and
                  Davi C. de L. Vieira},
  editor       = {Huaikou Miao and
                  Roger Y. Lee and
                  Hongwei Zeng and
                  Jongmoon Baik},
  title        = {On the Use of Data Mining Tools for Data Preparation in Classification
                  Problems},
  booktitle    = {2012 {IEEE/ACIS} 11th International Conference on Computer and Information
                  Science, Shanghai, China, May 30 - June 1, 2012},
  pages        = {173--178},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICIS.2012.79},
  doi          = {10.1109/ICIS.2012.79},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ACISicis/GoncalvesBV12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciarp/PogorelcG12,
  author       = {Bogdan Pogorelc and
                  Matjaz Gams},
  editor       = {Luis {\'{A}}lvarez and
                  Marta Mejail and
                  Lu{\'{\i}}s G{\'{o}}mez D{\'{e}}niz and
                  Julio C. Jacobo},
  title        = {Recognition of Patterns of Health Problems and Falls in the Elderly
                  Using Data Mining},
  booktitle    = {Progress in Pattern Recognition, Image Analysis, Computer Vision,
                  and Applications - 17th Iberoamerican Congress, {CIARP} 2012, Buenos
                  Aires, Argentina, September 3-6, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7441},
  pages        = {463--471},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33275-3\_57},
  doi          = {10.1007/978-3-642-33275-3\_57},
  timestamp    = {Thu, 23 Jun 2022 19:56:37 +0200},
  biburl       = {https://dblp.org/rec/conf/ciarp/PogorelcG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclp/BlockeelBBCP12,
  author       = {Hendrik Blockeel and
                  Bart Bogaerts and
                  Maurice Bruynooghe and
                  Broes De Cat and
                  Stef De Pooter and
                  Marc Denecker and
                  Anthony Labarre and
                  Jan Ramon and
                  Sicco Verwer},
  editor       = {Agostino Dovier and
                  V{\'{\i}}tor Santos Costa},
  title        = {Modeling Machine Learning and Data Mining Problems with FO({\(\cdot\)})},
  booktitle    = {Technical Communications of the 28th International Conference on Logic
                  Programming, {ICLP} 2012, September 4-8, 2012, Budapest, Hungary},
  series       = {LIPIcs},
  volume       = {17},
  pages        = {14--25},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2012},
  url          = {https://doi.org/10.4230/LIPIcs.ICLP.2012.14},
  doi          = {10.4230/LIPICS.ICLP.2012.14},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iclp/BlockeelBBCP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itaero/OyamaKH12,
  author       = {Akira Oyama and
                  Yasuhiro Kawakatsu and
                  Kazuko Hagiwara},
  title        = {Data Mining of Pareto-Optimal Solutions of a Solar Observatory Trajectory
                  Design Problem},
  booktitle    = {Infotech@Aerospace 2012, Garden Grove, California, USA, June 19-21,
                  2012},
  year         = {2012},
  url          = {https://doi.org/10.2514/6.2012-2442},
  doi          = {10.2514/6.2012-2442},
  timestamp    = {Fri, 05 May 2017 13:12:21 +0200},
  biburl       = {https://dblp.org/rec/conf/itaero/OyamaKH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itbam/BursaLCSJH12,
  author       = {Miroslav Bursa and
                  Lenka Lhotsk{\'{a}} and
                  V{\'{a}}clav Chud{\'{a}}cek and
                  Jir{\'{\i}} Spilka and
                  Petr Janku and
                  Martin Huser},
  editor       = {Christian B{\"{o}}hm and
                  Sami Khuri and
                  Lenka Lhotsk{\'{a}} and
                  M. Elena Renda},
  title        = {Practical Problems and Solutions in Hospital Information System Data
                  Mining},
  booktitle    = {Information Technology in Bio- and Medical Informatics - Third International
                  Conference, {ITBAM} 2012, Vienna, Austria, September 4-5, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7451},
  pages        = {31--39},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32395-9\_3},
  doi          = {10.1007/978-3-642-32395-9\_3},
  timestamp    = {Tue, 30 Jan 2024 13:00:56 +0100},
  biburl       = {https://dblp.org/rec/conf/itbam/BursaLCSJH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Shahzad11,
  author       = {Atif Shahzad},
  title        = {Une Approche Hybride de Simulation-Optimisation Bas{\'{e}}e sur
                  la fouille de Donn{\'{e}}es pour les probl{\`{e}}mes d'ordonnancement.
                  {(A} Hybrid Simulation/Optimization Approach to Scheduling Control
                  using Data Mining)},
  school       = {University of Nantes, France},
  year         = {2011},
  url          = {https://tel.archives-ouvertes.fr/tel-00647353},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Shahzad11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/Sever11,
  author       = {Ali Sever},
  title        = {A problem of data mining in E-commerce},
  journal      = {Appl. Math. Comput.},
  volume       = {217},
  number       = {24},
  pages        = {9966--9970},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.amc.2011.04.057},
  doi          = {10.1016/J.AMC.2011.04.057},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amc/Sever11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZareF11,
  author       = {Hassan Khademi{-}Zare and
                  Mohammad Bagher Fakhrzad},
  title        = {Solving flexible flow-shop problem with a hybrid genetic algorithm
                  and data mining: {A} fuzzy approach},
  journal      = {Expert Syst. Appl.},
  volume       = {38},
  number       = {6},
  pages        = {7609--7615},
  year         = {2011},
  url          = {https://doi.org/10.1016/j.eswa.2010.12.101},
  doi          = {10.1016/J.ESWA.2010.12.101},
  timestamp    = {Wed, 10 Jan 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/ZareF11.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}
}
@inproceedings{DBLP:conf/fskd/ShabalovSG11,
  author       = {Andrey Shabalov and
                  Eugene Semenkin and
                  Pavel Galushin},
  title        = {Automatized design application of intelligent information technologies
                  for data mining problems},
  booktitle    = {Eighth International Conference on Fuzzy Systems and Knowledge Discovery,
                  {FSKD} 2011, 26-28 July 2011, Shanghai, China},
  pages        = {2596--2599},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/FSKD.2011.6020026},
  doi          = {10.1109/FSKD.2011.6020026},
  timestamp    = {Fri, 13 Aug 2021 09:26:01 +0200},
  biburl       = {https://dblp.org/rec/conf/fskd/ShabalovSG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/GarciaSBVS11,
  author       = {Mar{\'{\i}}a N. Moreno Garc{\'{\i}}a and
                  Saddys Segrera and
                  Vivian F. L{\'{o}}pez Batista and
                  Mar{\'{\i}}a Dolores Mu{\~{n}}oz Vicente and
                  Angel L. S{\'{a}}nchez},
  editor       = {Bipin C. Desai and
                  Isabel F. Cruz and
                  Jorge Bernardino},
  title        = {Mining semantic data for solving first-rater and cold-start problems
                  in recommender systems},
  booktitle    = {15th International Database Engineering and Applications Symposium
                  {(IDEAS} 2011), September 21 - 27, 2011, Lisbon, Portugal},
  pages        = {256--257},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2076623.2076662},
  doi          = {10.1145/2076623.2076662},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ideas/GarciaSBVS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip5-5/PrusiewiczZ11,
  author       = {Agnieszka Prusiewicz and
                  Maciej Zieba},
  editor       = {Luis M. Camarinha{-}Matos},
  title        = {The Proposal of Service Oriented Data Mining System for Solving Real-Life
                  Classification and Regression Problems},
  booktitle    = {Technological Innovation for Sustainability - Second {IFIP} {WG} 5.5/SOCOLNET
                  Doctoral Conference on Computing, Electrical and Industrial Systems,
                  DoCEIS 2011, Costa de Caparica, Portugal, February 21-23, 2011. Proceedings},
  series       = {{IFIP} Advances in Information and Communication Technology},
  volume       = {349},
  pages        = {83--90},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-19170-1\_9},
  doi          = {10.1007/978-3-642-19170-1\_9},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip5-5/PrusiewiczZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/BellatrecheBR11,
  author       = {Ladjel Bellatreche and
                  Kamel Boukhalfa and
                  Pascal Richard},
  editor       = {David Taniar and
                  Li Chen},
  title        = {Primary and Referential Horizontal Partitioning Selection Problems:
                  Concepts, Algorithms and Advisor Tool},
  booktitle    = {Integrations of Data Warehousing, Data Mining and Database Technologies
                  - Innovative Approaches},
  pages        = {258--286},
  publisher    = {Information Science Reference},
  year         = {2011},
  url          = {https://doi.org/10.4018/978-1-60960-537-7.ch011},
  doi          = {10.4018/978-1-60960-537-7.CH011},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/p/BellatrecheBR11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tochi/FernKGB10,
  author       = {Xiaoli Z. Fern and
                  Chaitanya Komireddy and
                  Valentina Grigoreanu and
                  Margaret M. Burnett},
  title        = {Mining problem-solving strategies from {HCI} data},
  journal      = {{ACM} Trans. Comput. Hum. Interact.},
  volume       = {17},
  number       = {1},
  pages        = {3:1--3:22},
  year         = {2010},
  url          = {https://doi.org/10.1145/1721831.1721834},
  doi          = {10.1145/1721831.1721834},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tochi/FernKGB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/Muthukrishnan10,
  author       = {S. Muthukrishnan},
  editor       = {P. Sreenivasa Kumar and
                  Srinivasan Parthasarathy and
                  Shantanu Godbole},
  title        = {Data Mining Problems in Internet Ad Systems},
  booktitle    = {Proceedings of the 16th International Conference on Management of
                  Data, 2010, Nagpur, India},
  pages        = {9},
  publisher    = {Allied Publishers},
  year         = {2010},
  timestamp    = {Mon, 10 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/comad/Muthukrishnan10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/Leiba10,
  author       = {Moshe Leiba},
  editor       = {Katherine Maillet and
                  Ralf Klamma and
                  Tomaz Klobucar and
                  Denis Gillet and
                  Marie Joubert},
  title        = {Assessing Mathematical Problem Solving Behavior in Web-Based Environments
                  Using Data Mining},
  booktitle    = {Proceedings of the 5th Doctoral Consortium at the European Conference
                  on Technology Enhanced Learning, Barcelona, Spain, September 29, 2010},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {709},
  pages        = {37--42},
  publisher    = {CEUR-WS.org},
  year         = {2010},
  url          = {https://ceur-ws.org/Vol-709/paper07.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:30 +0100},
  biburl       = {https://dblp.org/rec/conf/ectel/Leiba10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/XiongLS10,
  author       = {Wenting Xiong and
                  Diane J. Litman and
                  Christian D. Schunn},
  editor       = {Ryan Shaun Joazeiro de Baker and
                  Agathe Merceron and
                  Philip I. Pavlik Jr.},
  title        = {Assessing Reviewer's Performance Based on Mining Problem Localization
                  in Peer-Review Data},
  booktitle    = {Educational Data Mining 2010, The 3rd International Conference on
                  Educational Data Mining, Pittsburgh, PA, USA, June 11-13, 2010. Proceedings},
  pages        = {211--220},
  publisher    = {www.educationaldatamining.org},
  year         = {2010},
  url          = {http://educationaldatamining.org/EDM2010/uploads/proc/edm2010\_submission\_22.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/XiongLS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/Lopez-CamachoTR10,
  author       = {Eunice L{\'{o}}pez{-}Camacho and
                  Hugo Terashima{-}Mar{\'{\i}}n and
                  Peter Ross},
  editor       = {{\'{A}}ngel Fernando Kuri Morales and
                  Guillermo Ricardo Simari},
  title        = {Defining a Problem-State Representation with Data Mining within a
                  Hyper-heuristic Model Which Solves 2D Irregular Bin Packing Problems},
  booktitle    = {Advances in Artificial Intelligence - {IBERAMIA} 2010, 12th Ibero-American
                  Conference on AI, Bah{\'{\i}}a Blanca, Argentina, November 1-5,
                  2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6433},
  pages        = {204--213},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16952-6\_21},
  doi          = {10.1007/978-3-642-16952-6\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iberamia/Lopez-CamachoTR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PogorelcG10,
  author       = {Bogdan Pogorelc and
                  Matjaz Gams},
  editor       = {Wei Fan and
                  Wynne Hsu and
                  Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Medically Driven Data Mining Application: Recognition of Health Problems
                  from Gait Patterns of Elderly},
  booktitle    = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
                  Workshops, Sydney, Australia, 13 December 2010},
  pages        = {976--980},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDMW.2010.205},
  doi          = {10.1109/ICDMW.2010.205},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/PogorelcG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/MabroukRRE10,
  author       = {Said Mabrouk and
                  Mahmoud Rafea and
                  Ahmed A. Rafea and
                  Samhaa R. El{-}Beltagy},
  editor       = {Joaquim Filipe and
                  Jos{\'{e}} Cordeiro},
  title        = {Mining Farmers Problems in Web-based Texual Database Application},
  booktitle    = {{ICEIS} 2010 - Proceedings of the 12th International Conference on
                  Enterprise Information Systems, Volume 2, AIDSS, Funchal, Madeira,
                  Portugal, June 8 - 12, 2010},
  pages        = {414--419},
  publisher    = {SciTePress},
  year         = {2010},
  timestamp    = {Tue, 04 Jan 2011 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iceis/MabroukRRE10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/BellaRHR10,
  author       = {Antonio Bella and
                  C{\`{e}}sar Ferri Ramirez and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
                  M. Jos{\'{e}} Ram{\'{\i}}rez{-}Quintana},
  editor       = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
                  Francisco Herrera and
                  Colin Fyfe and
                  Jos{\'{e}} Manuel Ben{\'{\i}}tez and
                  Moonis Ali},
  title        = {Data Mining Strategies for {CRM} Negotiation Prescription Problems},
  booktitle    = {Trends in Applied Intelligent Systems - 23rd International Conference
                  on Industrial Engineering and Other Applications of Applied Intelligent
                  Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6096},
  pages        = {520--530},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13022-9\_52},
  doi          = {10.1007/978-3-642-13022-9\_52},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/BellaRHR10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Taniar10/AdeodatoVAC10,
  author       = {Paulo J. L. Adeodato and
                  Germano C. Vasconcelos and
                  Adrian L. Arnaud and
                  Rodrigo C. L. V. Cunha and
                  Domingos S. M. P. Monteiro and
                  Rosalvo F. Oliveira Neto},
  editor       = {David Taniar and
                  Laura Irina Rusu},
  title        = {The Power of Sampling and Stacking for the {PAKDD-2007} Cross-Selling
                  Problem},
  booktitle    = {Strategic Advancements in Utilizing Data Mining and Warehousing Technologies:
                  New Concepts and Developments},
  pages        = {297--306},
  publisher    = {{IGI} Global},
  year         = {2010},
  url          = {http://www.igi-global.com/Bookstore/chapter.aspx?titleid=40412},
  timestamp    = {Tue, 16 May 2017 14:01:33 +0200},
  biburl       = {https://dblp.org/rec/books/igi/Taniar10/AdeodatoVAC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/igi/Taniar10/WeiCWH10,
  author       = {Mingjun Wei and
                  Lei Chai and
                  Renying Wei and
                  Wang Huo},
  editor       = {David Taniar and
                  Laura Irina Rusu},
  title        = {A Solution to the Cross-Selling Problem of {PAKDD-2007}},
  booktitle    = {Strategic Advancements in Utilizing Data Mining and Warehousing Technologies:
                  New Concepts and Developments},
  pages        = {285--289},
  publisher    = {{IGI} Global},
  year         = {2010},
  url          = {http://www.igi-global.com/Bookstore/chapter.aspx?titleid=40410},
  timestamp    = {Fri, 25 Feb 2011 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/igi/Taniar10/WeiCWH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cai/HuacujaCPPRS09,
  author       = {H{\'{e}}ctor Joaqu{\'{\i}}n {Fraire Huacuja} and
                  Laura Cruz Reyes and
                  Joaqu{\'{\i}}n P{\'{e}}rez and
                  Rodolfo A. Pazos and
                  David Romero and
                  Juan Frausto Sol{\'{\i}}s},
  title        = {Solving Large Scale Instances of the Distribution Design Problem Using
                  Data Mining},
  journal      = {Comput. Informatics},
  volume       = {28},
  number       = {1},
  pages        = {29--56},
  year         = {2009},
  url          = {http://www.cai.sk/ojs/index.php/cai/article/view/23},
  timestamp    = {Mon, 14 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cai/HuacujaCPPRS09.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/soco/Alcala-FdezSGJVGORBRFH09,
  author       = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
                  Luciano S{\'{a}}nchez and
                  Salvador Garc{\'{\i}}a and
                  Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Sebasti{\'{a}}n Ventura and
                  Josep Maria Garrell i Guiu and
                  Jos{\'{e}} Otero and
                  Crist{\'{o}}bal Romero and
                  Jaume Bacardit and
                  V{\'{\i}}ctor M. Rivas and
                  Juan Carlos Fern{\'{a}}ndez and
                  Francisco Herrera},
  title        = {{KEEL:} a software tool to assess evolutionary algorithms for data
                  mining problems},
  journal      = {Soft Comput.},
  volume       = {13},
  number       = {3},
  pages        = {307--318},
  year         = {2009},
  url          = {https://doi.org/10.1007/s00500-008-0323-y},
  doi          = {10.1007/S00500-008-0323-Y},
  timestamp    = {Mon, 19 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/Alcala-FdezSGJVGORBRFH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/WuL09,
  author       = {Jui{-}Yu Wu and
                  Chi{-}Jie Lu},
  editor       = {Ngoc Thanh Nguyen and
                  Huynh Phan Nguyen and
                  Adam Grzech},
  title        = {Applying Classification Problems via a Data Mining Approach Based
                  on a Cerebellar Model Articulation Controller},
  booktitle    = {First Asian Conference on Intelligent Information and Database Systems,
                  {ACIIDS} 2009, Dong hoi, Quang binh, Vietnam, April 1-3, 2009},
  pages        = {61--66},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ACIIDS.2009.51},
  doi          = {10.1109/ACIIDS.2009.51},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aciids/WuL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OliveiraACVDT09,
  author       = {Renato Oliveira and
                  Paulo J. L. Adeodato and
                  Arthur Carvalho and
                  Icamaan Viegas and
                  Christian Diego and
                  Ing Ren Tsang},
  title        = {A data mining approach to solve the goal scoring problem},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
                  Georgia, USA, 14-19 June 2009},
  pages        = {2347--2352},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IJCNN.2009.5178616},
  doi          = {10.1109/IJCNN.2009.5178616},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/OliveiraACVDT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/CunhaAM09,
  author       = {Rodrigo C. L. V. Cunha and
                  Paulo J. L. Adeodato and
                  Silvio R. L. Meira},
  title        = {Integration and Knowledge Reuse Environment for Producing Award Winning
                  Solutions for Binary Decision Data Mining Problems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Information
                  Reuse and Integration, {IRI} 2009, 10-12 August 2009, Las Vegas, Nevada,
                  {USA}},
  pages        = {376--381},
  publisher    = {{IEEE} Systems, Man, and Cybernetics Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/IRI.2009.5211582},
  doi          = {10.1109/IRI.2009.5211582},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iri/CunhaAM09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PlastinoFFMFLS09,
  author       = {Alexandre Plastino and
                  Erick R. Fonseca and
                  Richard Fuchshuber and
                  Simone L. Martins and
                  Alex Alves Freitas and
                  Martino Luis and
                  Sa{\"{\i}}d Salhi},
  title        = {A Hybrid Data Mining Metaheuristic for the p-Median Problem},
  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,
                  {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  pages        = {305--316},
  publisher    = {{SIAM}},
  year         = {2009},
  url          = {https://doi.org/10.1137/1.9781611972795.27},
  doi          = {10.1137/1.9781611972795.27},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/PlastinoFFMFLS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Dumitriu09,
  author       = {Luminita Dumitriu},
  editor       = {John Wang},
  title        = {On Association Rule Mining for the {QSAR} Problem},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {83--86},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=10802},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/Dumitriu09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/KimTPC09,
  author       = {Seoung Bum Kim and
                  Chivalai Temiyasathit and
                  Sun{-}Kyoung Park and
                  Victoria C. P. Chen},
  editor       = {John Wang},
  title        = {Spatio-Temporal Data Mining for Air Pollution Problems},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1815--1822},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11065},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/KimTPC09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/Kontio09,
  author       = {Juha Kontio},
  editor       = {John Wang},
  title        = {Reflecting Reporting Problems and Data Warehousing},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1682--1688},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11044},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/Kontio09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dataware/PhuaLS09,
  author       = {Clifton Phua and
                  Vincent C. S. Lee and
                  Kate Smith{-}Miles},
  editor       = {John Wang},
  title        = {The Personal Name Problem and a Data Mining Solution},
  booktitle    = {Encyclopedia of Data Warehousing and Mining, Second Edition {(4} Volumes)},
  pages        = {1524--1531},
  publisher    = {{IGI} Global},
  year         = {2009},
  url          = {http://www.igi-global.com/Bookstore/Chapter.aspx?TitleId=11022},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/dataware/PhuaLS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KugelO08,
  author       = {Adrian K{\"{u}}gel and
                  Enno Ohlebusch},
  title        = {A space efficient solution to the frequent string mining problem for
                  many databases},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {17},
  number       = {1},
  pages        = {24--38},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10618-008-0110-5},
  doi          = {10.1007/S10618-008-0110-5},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KugelO08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsw/KaoHH08,
  author       = {Wen{-}Hsing Kao and
                  Jason C. Hung and
                  Victoria Hsu},
  title        = {Using Data Mining in {MURA} Graphic Problems},
  journal      = {J. Softw.},
  volume       = {3},
  number       = {8},
  pages        = {73--79},
  year         = {2008},
  url          = {https://doi.org/10.4304/jsw.3.8.73-79},
  doi          = {10.4304/JSW.3.8.73-79},
  timestamp    = {Tue, 15 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsw/KaoHH08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Wu08,
  author       = {Xindong Wu},
  editor       = {Emilio Corchado and
                  Ajith Abraham and
                  Witold Pedrycz},
  title        = {Data Mining: Algorithms and Problems},
  booktitle    = {Hybrid Artificial Intelligence Systems, Third International Workshop,
                  {HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5271},
  pages        = {1},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87656-4\_1},
  doi          = {10.1007/978-3-540-87656-4\_1},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/hais/Wu08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FossZ08,
  author       = {Andrew Foss and
                  Osmar R. Za{\"{\i}}ane},
  title        = {Estimating True and False Positive Rates in Higher Dimensional Problems
                  and Its Data Mining Applications},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {673--681},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.38},
  doi          = {10.1109/ICDMW.2008.38},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/FossZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuangZZW08,
  author       = {Lan Huang and
                  Chunguang Zhou and
                  Yu{-}qin Zhou and
                  Zhe Wang},
  editor       = {M. Arif Wani and
                  Xue{-}wen Chen and
                  David P. Casasent and
                  Lukasz A. Kurgan and
                  Tony Hu and
                  Khalid Hafeez},
  title        = {Research on Data Mining Algorithms for Automotive Customers' Behavior
                  Prediction Problem},
  booktitle    = {Seventh International Conference on Machine Learning and Applications,
                  {ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
  pages        = {677--681},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICMLA.2008.23},
  doi          = {10.1109/ICMLA.2008.23},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/HuangZZW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iq/BlakeM08,
  author       = {Roger H. Blake and
                  Paul Mangiameli},
  editor       = {M. Pamela Neely and
                  Leo Pipino and
                  John P. Slone},
  title        = {The Effects and Interactions of Data Quality and Problem Complexity
                  on Data Mining},
  booktitle    = {Proceedings of the 13th International Conference on Information Quality,
                  MIT, Cambridge, MA, USA, 2008},
  pages        = {160--175},
  publisher    = {{MIT}},
  year         = {2008},
  url          = {http://mitiq.mit.edu/iciq/iqdownload.aspx?ICIQYear=2008\&File=2C-1+Blake+and+Mangiameli.pdf},
  timestamp    = {Mon, 31 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iq/BlakeM08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/GongL08,
  author       = {Xiaoyan Gong and
                  Yu Lu},
  title        = {Data Mining Based Research on Urban Tide Traffic Problem},
  booktitle    = {11th International {IEEE} Conference on Intelligent Transportation
                  Systems, {ITSC} 2008, Beijing, China, 12-15 October 2008},
  pages        = {122--127},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ITSC.2008.4732520},
  doi          = {10.1109/ITSC.2008.4732520},
  timestamp    = {Wed, 16 Oct 2019 14:14:57 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/GongL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KugelO08,
  author       = {Adrian K{\"{u}}gel and
                  Enno Ohlebusch},
  editor       = {Walter Daelemans and
                  Bart Goethals and
                  Katharina Morik},
  title        = {A Space Efficient Solution to the Frequent String Mining Problem for
                  Many Databases},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5211},
  pages        = {16},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87479-9\_14},
  doi          = {10.1007/978-3-540-87479-9\_14},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/KugelO08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Thuraisingham08a,
  author       = {Bhavani Thuraisingham},
  editor       = {Tsau Young Lin and
                  Ying Xie and
                  Anita Wasilewska and
                  Churn{-}Jung Liau},
  title        = {On the Complexity of the Privacy Problem in Databases},
  booktitle    = {Data Mining: Foundations and Practice},
  series       = {Studies in Computational Intelligence},
  volume       = {118},
  pages        = {353--374},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78488-3\_21},
  doi          = {10.1007/978-3-540-78488-3\_21},
  timestamp    = {Wed, 29 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Thuraisingham08a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/springer/LorenaC08,
  author       = {Ana Carolina Lorena and
                  Andr{\'{e}} Carlos Ponce de Leon Ferreira de Carvalho},
  editor       = {Oded Maimon and
                  Lior Rokach},
  title        = {evolutionary Design of Code-matrices for Multiclass Problems},
  booktitle    = {Soft Computing for Knowledge Discovery and Data Mining},
  pages        = {153--184},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-0-387-69935-6\_7},
  doi          = {10.1007/978-0-387-69935-6\_7},
  timestamp    = {Fri, 29 Mar 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/series/springer/LorenaC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Le07,
  author       = {Hoai Minh Le},
  title        = {Mod{\'{e}}lisation et optimisation non convexe bas{\'{e}}es
                  sur la programmation {DC} et {DCA} pour la r{\'{e}}solution de
                  certaines classes des probl{\`{e}}mes en fouille de donn{\'{e}}es
                  et cryptologie. (The non-convex modeling and optimization based on
                  the {DC} programming and {DCA} for the resolution of certain classes
                  of problems in Data Mining and cryptology)},
  school       = {University of Metz, France},
  year         = {2007},
  url          = {https://tel.archives-ouvertes.fr/tel-01749011},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/hal/Le07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgis/Demsar07,
  author       = {Urska Demsar},
  title        = {Knowledge Discovery in the Environmental Sciences: Visual and Automatic
                  Data Mining for Radon Problems in Groundwater},
  journal      = {Trans. {GIS}},
  volume       = {11},
  number       = {2},
  pages        = {255--281},
  year         = {2007},
  url          = {https://doi.org/10.1111/j.1467-9671.2007.01044.x},
  doi          = {10.1111/J.1467-9671.2007.01044.X},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tgis/Demsar07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/MenziesDDG07,
  author       = {Tim Menzies and
                  Alex Dekhtyar and
                  Justin S. Di Stefano and
                  Jeremy Greenwald},
  title        = {Problems with Precision: {A} Response to "Comments on 'Data Mining
                  Static Code Attributes to Learn Defect Predictors'"},
  journal      = {{IEEE} Trans. Software Eng.},
  volume       = {33},
  number       = {9},
  pages        = {637--640},
  year         = {2007},
  url          = {https://doi.org/10.1109/TSE.2007.70721},
  doi          = {10.1109/TSE.2007.70721},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tse/MenziesDDG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/BellatrecheMND07,
  author       = {Ladjel Bellatreche and
                  Rokia Missaoui and
                  Hamid Necir and
                  Habiba Drias},
  editor       = {Il Yeal Song and
                  Johann Eder and
                  Tho Manh Nguyen},
  title        = {Selection and Pruning Algorithms for Bitmap Index Selection Problem
                  Using Data Mining},
  booktitle    = {Data Warehousing and Knowledge Discovery, 9th International Conference,
                  DaWaK 2007, Regensburg, Germany, September 3-7, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4654},
  pages        = {221--230},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74553-2\_20},
  doi          = {10.1007/978-3-540-74553-2\_20},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/dawak/BellatrecheMND07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/RiveroRDP07,
  author       = {Daniel Rivero and
                  Juan R. Rabu{\~{n}}al and
                  Juli{\'{a}}n Dorado and
                  Alejandro Pazos},
  editor       = {Bartlomiej Beliczynski and
                  Andrzej Dzielinski and
                  Marcin Iwanowski and
                  Bernardete Ribeiro},
  title        = {Automatic Design of ANNs by Means of {GP} for Data Mining Tasks: Iris
                  Flower Classification Problem},
  booktitle    = {Adaptive and Natural Computing Algorithms, 8th International Conference,
                  {ICANNGA} 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4431},
  pages        = {276--285},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-71618-1\_31},
  doi          = {10.1007/978-3-540-71618-1\_31},
  timestamp    = {Mon, 22 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icannga/RiveroRDP07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/HuangFPCX07,
  author       = {Zhou Huang and
                  Yu Fang and
                  Xia Peng and
                  Bin Chen and
                  Xuetong Xie},
  editor       = {Yong Shi and
                  G. Dick van Albada and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {A Problem Oriented Approach to Data Mining in Distributed Spatio-temporal
                  Database},
  booktitle    = {Computational Science - {ICCS} 2007, 7th International Conference,
                  Beijing, China, May 27 - 30, 2007, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4489},
  pages        = {653--660},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72588-6\_111},
  doi          = {10.1007/978-3-540-72588-6\_111},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/HuangFPCX07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/KouPSC07,
  author       = {Gang Kou and
                  Yi Peng and
                  Yong Shi and
                  Zhengxin Chen},
  editor       = {Yong Shi and
                  G. Dick van Albada and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {epsilon-Support Vector and Large-Scale Data Mining Problems},
  booktitle    = {Computational Science - {ICCS} 2007, 7th International Conference,
                  Beijing, China, May 27 - 30, 2007, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4489},
  pages        = {874--881},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72588-6\_139},
  doi          = {10.1007/978-3-540-72588-6\_139},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccS/KouPSC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoESCX07,
  author       = {Byron J. Gao and
                  Martin Ester and
                  Jin{-}yi Cai and
                  Oliver Schulte and
                  Hui Xiong},
  editor       = {Pavel Berkhin and
                  Rich Caruana and
                  Xindong Wu},
  title        = {The minimum consistent subset cover problem and its applications in
                  data mining},
  booktitle    = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Jose, California, USA, August
                  12-15, 2007},
  pages        = {310--319},
  publisher    = {{ACM}},
  year         = {2007},
  url          = {https://doi.org/10.1145/1281192.1281228},
  doi          = {10.1145/1281192.1281228},
  timestamp    = {Fri, 10 Mar 2023 14:55:31 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/GaoESCX07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kont/Zagoruiko07,
  author       = {Nikolay G. Zagoruiko},
  editor       = {Karl Erich Wolff and
                  Dmitry E. Palchunov and
                  Nikolay G. Zagoruiko and
                  Urs Andelfinger},
  title        = {Problems in Constructing an Empirical Theory of Data Mining},
  booktitle    = {Knowledge Processing and Data Analysis - First International Conference,
                  {KONT} 2007, Novosibirsk, Russia, September 14-16, 2007 and First
                  International Conference, {KPP} 2007,Darmstadt, Germany, September
                  28-30, 2007. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {6581},
  pages        = {243--255},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-642-22140-8\_16},
  doi          = {10.1007/978-3-642-22140-8\_16},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/kont/Zagoruiko07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/Glover07,
  author       = {Eric Glover},
  editor       = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Domenico Perrotta and
                  Jakub Piskorski and
                  Ralf Steinberger},
  title        = {The "Real World" Web Search Problem: Bridging The Gap Between Academic
                  and Commercial Understanding of Issues and Methods},
  booktitle    = {Mining Massive Data Sets for Security - Advances in Data Mining, Search,
                  Social Networks and Text Mining, and their Applications to Security,
                  Proceedings of the {NATO} Advanced Study Institute on Mining Massive
                  Data Sets for Security, Gazzada (Varese), Italy, 10-21 September 2007},
  series       = {{NATO} Science for Peace and Security Series - {D:} Information and
                  Communication Security},
  volume       = {19},
  pages        = {115--129},
  publisher    = {{IOS} Press},
  year         = {2007},
  url          = {https://doi.org/10.3233/978-1-58603-898-4-115},
  doi          = {10.3233/978-1-58603-898-4-115},
  timestamp    = {Mon, 06 May 2019 12:23:28 +0200},
  biburl       = {https://dblp.org/rec/conf/nato/Glover07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Felkin07,
  author       = {Mary Felkin},
  editor       = {Fabrice Guillet and
                  Howard J. Hamilton},
  title        = {Comparing Classification Results between N-ary and Binary Problems},
  booktitle    = {Quality Measures in Data Mining},
  series       = {Studies in Computational Intelligence},
  volume       = {43},
  pages        = {277--301},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-44918-8\_12},
  doi          = {10.1007/978-3-540-44918-8\_12},
  timestamp    = {Tue, 16 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/Felkin07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/Pendharkar06,
  author       = {Parag C. Pendharkar},
  title        = {A data mining-constraint satisfaction optimization problem for cost
                  effective classification},
  journal      = {Comput. Oper. Res.},
  volume       = {33},
  number       = {11},
  pages        = {3124--3135},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.cor.2005.01.023},
  doi          = {10.1016/J.COR.2005.01.023},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cor/Pendharkar06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/el/ChangC06,
  author       = {Chan{-}Chine Chang and
                  Ruey{-}Shun Chen},
  title        = {Using data mining technology to solve classification problems: {A}
                  case study of campus digital library},
  journal      = {Electron. Libr.},
  volume       = {24},
  number       = {3},
  pages        = {307--321},
  year         = {2006},
  url          = {https://doi.org/10.1108/02640470610671178},
  doi          = {10.1108/02640470610671178},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/el/ChangC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/FernandezLM06,
  author       = {Elena Abascal Fern{\'{a}}ndez and
                  Ignacio Garc{\'{\i}}a Lautre and
                  Ferm{\'{\i}}n Mallor},
  title        = {Data mining in a bicriteria clustering problem},
  journal      = {Eur. J. Oper. Res.},
  volume       = {173},
  number       = {3},
  pages        = {705--716},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.ejor.2005.10.006},
  doi          = {10.1016/J.EJOR.2005.10.006},
  timestamp    = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eor/FernandezLM06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/YangW06,
  author       = {Qiang Yang and
                  Xindong Wu},
  title        = {10 Challenging Problems in Data Mining Research},
  journal      = {Int. J. Inf. Technol. Decis. Mak.},
  volume       = {5},
  number       = {4},
  pages        = {597--604},
  year         = {2006},
  url          = {https://doi.org/10.1142/S0219622006002258},
  doi          = {10.1142/S0219622006002258},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijitdm/YangW06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SantosOMD06,
  author       = {Haroldo G. Santos and
                  Luiz Satoru Ochi and
                  E. H. Marinho and
                  L{\'{u}}cia M. A. Drummond},
  title        = {Combining an evolutionary algorithm with data mining to solve a single-vehicle
                  routing problem},
  journal      = {Neurocomputing},
  volume       = {70},
  number       = {1-3},
  pages        = {70--77},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.neucom.2006.07.008},
  doi          = {10.1016/J.NEUCOM.2006.07.008},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/SantosOMD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/Reznikov06,
  author       = {V. Reznikov},
  title        = {Some Approaches to the Model Error Problem in Data Mining Systems},
  booktitle    = {17th International Workshop on Database and Expert Systems Applications
                  {(DEXA} 2006), 4-8 September 2006, Krakow, Poland},
  pages        = {608--614},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/DEXA.2006.130},
  doi          = {10.1109/DEXA.2006.130},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dexaw/Reznikov06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/WangBLL06,
  author       = {Ping Wang and
                  Richard Batiuk and
                  Lewis C. Linker and
                  Mary Ellen Ley},
  editor       = {Sven F. Crone and
                  Stefan Lessmann and
                  Robert Stahlbock},
  title        = {Importance of Data Mining in the Assessment of Anoxic Problem from
                  Estuarine Monitoring Data},
  booktitle    = {Proceedings of the 2006 International Conference on Data Mining, {DMIN}
                  2006, Las Vegas, Nevada, USA, June 26-29, 2006},
  pages        = {161--167},
  publisher    = {{CSREA} Press},
  year         = {2006},
  timestamp    = {Tue, 19 Dec 2006 08:59:49 +0100},
  biburl       = {https://dblp.org/rec/conf/dmin/WangBLL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ifip2-5/JacksonJFA06,
  author       = {Thomas W. Jackson and
                  Mark Jessop and
                  Martyn Fletcher and
                  Jim Austin},
  editor       = {Patrick W. Gaffney and
                  James C. T. Pool},
  title        = {A Virtual Organisation deployed on a Service Orientated Architecture
                  for Distributed Data Mining applications},
  booktitle    = {Grid-Based Problem Solving Environments - {IFIP} {TC2/} {WG} 2.5 Working
                  Conference on Grid-Based Problem Solving Environments: Implications
                  for Development and Deployment of Numerical Software July 17-21, 2006,
                  Prescott, Arizona, {USA}},
  series       = {{IFIP}},
  volume       = {239},
  pages        = {155--170},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-0-387-73659-4\_9},
  doi          = {10.1007/978-0-387-73659-4\_9},
  timestamp    = {Mon, 19 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ifip2-5/JacksonJFA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/MoelantsCLGCTMH06,
  author       = {Dirk Moelants and
                  Olmo Cornelis and
                  Marc Leman and
                  Jos Gansemans and
                  Rita M. M. De Caluwe and
                  Guy De Tr{\'{e}} and
                  Tom Matth{\'{e}} and
                  Axel Hallez},
  title        = {Problems and Opportunities of Applying Data- {\&} Audio-Mining
                  Techniques to Ethnic Music},
  booktitle    = {{ISMIR} 2006, 7th International Conference on Music Information Retrieval,
                  Victoria, Canada, 8-12 October 2006, Proceedings},
  pages        = {334--336},
  year         = {2006},
  timestamp    = {Tue, 09 Jan 2007 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ismir/MoelantsCLGCTMH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/XuS06,
  author       = {Zhen Xu and
                  Binheng Song},
  editor       = {Wee Keong Ng and
                  Masaru Kitsuregawa and
                  Jianzhong Li and
                  Kuiyu Chang},
  title        = {A Machine Learning Application for Human Resource Data Mining Problem},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
                  Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3918},
  pages        = {847--856},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11731139\_99},
  doi          = {10.1007/11731139\_99},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/XuS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/Hu05,
  author       = {Yi{-}Chung Hu},
  title        = {Finding Simplified Fuzzy If-Then Rules for Function Approximation
                  Problems Using a Fuzzy Data Mining Approach},
  journal      = {Appl. Artif. Intell.},
  volume       = {19},
  number       = {6},
  pages        = {601--619},
  year         = {2005},
  url          = {https://doi.org/10.1080/08839510590926267},
  doi          = {10.1080/08839510590926267},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aai/Hu05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PrinzieP05,
  author       = {Anita Prinzie and
                  Dirk Van den Poel},
  title        = {Constrained optimization of data-mining problems to improve model
                  performance: {A} direct-marketing application},
  journal      = {Expert Syst. Appl.},
  volume       = {29},
  number       = {3},
  pages        = {630--640},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.eswa.2005.04.022},
  doi          = {10.1016/J.ESWA.2005.04.022},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/PrinzieP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdet/Hwang05,
  author       = {Gwo{-}Jen Hwang},
  title        = {A Data Mining Approach to Diagnosing Student Learning Problems in
                  Sciences Courses},
  journal      = {Int. J. Distance Educ. Technol.},
  volume       = {3},
  number       = {4},
  pages        = {35--50},
  year         = {2005},
  url          = {https://doi.org/10.4018/jdet.2005100104},
  doi          = {10.4018/JDET.2005100104},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdet/Hwang05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijseke/NayakQ05,
  author       = {Richi Nayak and
                  Tian Qiu},
  title        = {A Data Mining Application Analysis of Problems Occurring during a
                  Software Project Development Process},
  journal      = {Int. J. Softw. Eng. Knowl. Eng.},
  volume       = {15},
  number       = {4},
  pages        = {647--664},
  year         = {2005},
  url          = {https://doi.org/10.1142/S0218194005002476},
  doi          = {10.1142/S0218194005002476},
  timestamp    = {Wed, 22 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijseke/NayakQ05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/JeongO05,
  author       = {Shinkyu Jeong and
                  Shigeru Obayashi},
  title        = {Efficient global optimization {(EGO)} for multi-objective problem
                  and data mining},
  booktitle    = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
                  2005, 2-4 September 2005, Edinburgh, {UK}},
  pages        = {2138--2145},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/CEC.2005.1554959},
  doi          = {10.1109/CEC.2005.1554959},
  timestamp    = {Thu, 16 Dec 2021 13:59:05 +0100},
  biburl       = {https://dblp.org/rec/conf/cec/JeongO05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/SantosRPM05,
  author       = {Luis Filipe M. Santos and
                  Marcos Henrique Ribeiro and
                  Alexandre Plastino and
                  Simone L. Martins},
  editor       = {Maria J. Blesa and
                  Christian Blum and
                  Andrea Roli and
                  Michael Sampels},
  title        = {A Hybrid {GRASP} with Data Mining for the Maximum Diversity Problem},
  booktitle    = {Hybrid Metaheuristics, Second International Workshop, {HM} 2005, Barcelona,
                  Spain, August 29-30, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3636},
  pages        = {116--127},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11546245\_11},
  doi          = {10.1007/11546245\_11},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hm/SantosRPM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwinac/BenatchbaAK05,
  author       = {Karima Benatchba and
                  Lotfi Admane and
                  Mouloud Koudil},
  editor       = {Jos{\'{e}} Mira and
                  Jos{\'{e}} R. {\'{A}}lvarez},
  title        = {Using Bees to Solve a Data-Mining Problem Expressed as a Max-Sat One},
  booktitle    = {Artificial Intelligence and Knowledge Engineering Applications: {A}
                  Bioinspired Approach: First International Work-Conference on the Interplay
                  Between Natural and Artificial Computation, {IWINAC} 2005, Las Palmas,
                  Canary Islands, Spain, June 15-18, 2005, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3562},
  pages        = {212--220},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11499305\_22},
  doi          = {10.1007/11499305\_22},
  timestamp    = {Wed, 13 Jan 2021 08:41:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iwinac/BenatchbaAK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/skg/SouzaF05,
  author       = {Francisco Fl{\'{a}}vio de Souza and
                  Vasco Furtado},
  title        = {Using a Problem Solving Method for Dynamic Configuration of Data Mining
                  Applications on the Grid},
  booktitle    = {2005 International Conference on Semantics, Knowledge and Grid {(SKG}
                  2005), 27-29 November 2005, Beijing, China},
  pages        = {29},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/SKG.2005.138},
  doi          = {10.1109/SKG.2005.138},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/skg/SouzaF05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/JesusGHM05,
  author       = {Mar{\'{\i}}a Jos{\'{e}} del Jesus and
                  Pedro Gonz{\'{a}}lez and
                  Francisco Herrera and
                  Mikel Mesonero},
  editor       = {Da Ruan and
                  Guoqing Chen and
                  Etienne E. Kerre and
                  Geert Wets},
  title        = {Evolutionary Induction of Descriptive Rules in a Market Problem},
  booktitle    = {Intelligent Data Mining: Techniques and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {5},
  pages        = {267--292},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11004011\_14},
  doi          = {10.1007/11004011\_14},
  timestamp    = {Mon, 18 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/JesusGHM05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TuzkayaER05,
  author       = {Umut Rifat Tuzkaya and
                  Tijen Ertay and
                  Da Ruan},
  editor       = {Da Ruan and
                  Guoqing Chen and
                  Etienne E. Kerre and
                  Geert Wets},
  title        = {Simulated Annealing Approach for the Multi-objective Facility Layout
                  Problem},
  booktitle    = {Intelligent Data Mining: Techniques and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {5},
  pages        = {401--418},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11004011\_20},
  doi          = {10.1007/11004011\_20},
  timestamp    = {Thu, 18 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/TuzkayaER05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Wyatt04,
  author       = {David Ian Wyatt},
  title        = {Applying the {XCS} Learning Classifier System to continuous-valued
                  data-mining problems},
  school       = {University of the West of England, Bristol, {UK}},
  year         = {2004},
  url          = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.409290},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Wyatt04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Heeren04,
  author       = {Cinda Heeren},
  title        = {Optimization Problems in Data Mining},
  school       = {University of Illinois Urbana-Champaign, {USA}},
  year         = {2004},
  url          = {https://hdl.handle.net/2142/81639},
  timestamp    = {Thu, 31 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Heeren04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BrowneHWFP04,
  author       = {Antony Browne and
                  Brian D. Hudson and
                  David C. Whitley and
                  Martyn G. Ford and
                  Phil D. Picton},
  title        = {Biological data mining with neural networks: implementation and application
                  of a flexible decision tree extraction algorithm to genomic problem
                  domains},
  journal      = {Neurocomputing},
  volume       = {57},
  pages        = {275--293},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.neucom.2003.10.007},
  doi          = {10.1016/J.NEUCOM.2003.10.007},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/BrowneHWFP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LavracMFHLA04,
  author       = {Nada Lavrac and
                  Hiroshi Motoda and
                  Tom Fawcett and
                  Robert Holte and
                  Pat Langley and
                  Pieter W. Adriaans},
  title        = {Introduction: Lessons Learned from Data Mining Applications and Collaborative
                  Problem Solving},
  journal      = {Mach. Learn.},
  volume       = {57},
  number       = {1-2},
  pages        = {13--34},
  year         = {2004},
  url          = {https://doi.org/10.1023/B:MACH.0000035516.74817.51},
  doi          = {10.1023/B:MACH.0000035516.74817.51},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LavracMFHLA04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/WangAK04,
  author       = {Haibo Wang and
                  Bahram Alidaee and
                  Gary A. Kochenberger},
  title        = {Evaluating a Clique Partitioning Problem Model for Clustering High-Dimensional
                  Data Mining},
  booktitle    = {10th Americas Conference on Information Systems, {AMCIS} 2004, New
                  York, NY, USA, August 6-8, 2004},
  pages        = {234},
  publisher    = {Association for Information Systems},
  year         = {2004},
  url          = {http://aisel.aisnet.org/amcis2004/234},
  timestamp    = {Mon, 20 Feb 2017 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/amcis/WangAK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AndonieK04,
  author       = {Razvan Andonie and
                  Boris Kovalerchuk},
  title        = {Neural networks for data mining: constrains and open problems},
  booktitle    = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
                  Bruges, Belgium, April 28-30, 2004, Proceedings},
  pages        = {449--458},
  year         = {2004},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-180.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/AndonieK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/EsterGJH04,
  author       = {Martin Ester and
                  Rong Ge and
                  Wen Jin and
                  Zengjian Hu},
  editor       = {Won Kim and
                  Ron Kohavi and
                  Johannes Gehrke and
                  William DuMouchel},
  title        = {A microeconomic data mining problem: customer-oriented catalog segmentation},
  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
                  22-25, 2004},
  pages        = {557--562},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/1014052.1014119},
  doi          = {10.1145/1014052.1014119},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/EsterGJH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nldb/WangB04,
  author       = {Ziyang Wang and
                  Amit Bagga},
  editor       = {Farid Meziane and
                  Elisabeth M{\'{e}}tais},
  title        = {Avaya Interactive Dashboard {(AID):} An Interactive Tool for Mining
                  the Avaya Problem Ticket Database},
  booktitle    = {Natural Language Processing and Information Systems, 9th International
                  Conference on Applications of Natural Languages to Information Systems,
                  {NLDB} 2004, Salford, UK, June 23-25, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3136},
  pages        = {114--122},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-27779-8\_10},
  doi          = {10.1007/978-3-540-27779-8\_10},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/nldb/WangB04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdpta/StankovskiMFSMD04,
  author       = {Vlado Stankovski and
                  Michael May and
                  J{\"{u}}rgen Franke and
                  Assaf Schuster and
                  Damian McCourt and
                  Werner Dubitzky},
  editor       = {Hamid R. Arabnia and
                  Jun Ni},
  title        = {A Service-Centric Perspective for Data Mining in Complex Problem Solving
                  Environments},
  booktitle    = {Proceedings of the International Conference on Parallel and Distributed
                  Processing Techniques and Applications, {PDPTA} '04, June 21-24, 2004,
                  Las Vegas, Nevada, USA, Volume 2},
  pages        = {780--787},
  publisher    = {{CSREA} Press},
  year         = {2004},
  timestamp    = {Mon, 27 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pdpta/StankovskiMFSMD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/AdmaneBKDGH04,
  author       = {Lotfi Admane and
                  Karima Benatchba and
                  Mouloud Koudil and
                  Habiba Drias and
                  Said Gharout and
                  Nacer Hamani},
  title        = {Using ant colonies to solve data-mining problems},
  booktitle    = {Proceedings of the {IEEE} International Conference on Systems, Man
                  {\&} Cybernetics: The Hague, Netherlands, 10-13 October 2004},
  pages        = {3151--3157},
  publisher    = {{IEEE}},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICSMC.2004.1400824},
  doi          = {10.1109/ICSMC.2004.1400824},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/AdmaneBKDGH04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-AI-0405007,
  author       = {Tom Fawcett},
  title        = {"In vivo" spam filtering: {A} challenge problem for data mining},
  journal      = {CoRR},
  volume       = {cs.AI/0405007},
  year         = {2004},
  url          = {http://arxiv.org/abs/cs/0405007},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-AI-0405007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KoskiHKMG03,
  author       = {Eileen Koski and
                  Peter N. R. Heseltine and
                  Ron M. Kagan and
                  Ann E. Maddo and
                  Jake Geller},
  title        = {The Use of Data Mining to Investigate a Possible Quality Problem with
                  Ultrasensitive {HIV} Viral Load Data at a Large Reference Laboratory},
  booktitle    = {{AMIA} 2003, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 8-12, 2003},
  publisher    = {{AMIA}},
  year         = {2003},
  url          = {https://knowledge.amia.org/amia-55142-a2003a-1.616734/t-002-1.618748/f-001-1.618749/a-282-1.619240/a-283-1.619237},
  timestamp    = {Wed, 04 Aug 2021 11:13:05 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/KoskiHKMG03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/ZanioloLLW03,
  author       = {Carlo Zaniolo and
                  Chang Luo and
                  Y. Law and
                  Haixun Wang},
  editor       = {Sergio Flesca and
                  Sergio Greco and
                  Domenico Sacc{\`{a}} and
                  Ester Zumpano},
  title        = {Incompleteness of Database Languages for Data Streams and Data Mining:
                  the Problem and the Cure},
  booktitle    = {Proceedings of the Eleventh Italian Symposium on Advanced Database
                  Systems, {SEBD} 2003, Cetraro (CS), Italy, June 24-27, 2003},
  pages        = {5--20},
  publisher    = {Rubettino Editore},
  year         = {2003},
  timestamp    = {Tue, 11 May 2004 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sebd/ZanioloLLW03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/it/Coppola02a,
  author       = {Massimo Coppola},
  title        = {Structured parallel programming support for data mining problems},
  school       = {University of Pisa, Italy},
  year         = {2002},
  url          = {https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=BNI0004310},
  timestamp    = {Wed, 29 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/it/Coppola02a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SimoffDZ02,
  author       = {Simeon J. Simoff and
                  Chabane Djeraba and
                  Osmar R. Za{\"{\i}}ane},
  title        = {{MDM/KDD} 2002: Multimedia Data Mining between Promises and Problems},
  journal      = {{SIGKDD} Explor.},
  volume       = {4},
  number       = {2},
  pages        = {118--121},
  year         = {2002},
  url          = {https://doi.org/10.1145/772862.772886},
  doi          = {10.1145/772862.772886},
  timestamp    = {Tue, 29 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/SimoffDZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/Groselj02,
  author       = {Ciril Groselj},
  title        = {Data Mining Problems in Medicine},
  booktitle    = {15th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2002),
                  4-7 June 2002, Maribor, Slovenia},
  pages        = {377},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/CBMS.2002.1011410},
  doi          = {10.1109/CBMS.2002.1011410},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cbms/Groselj02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/Mannila02,
  author       = {Heikki Mannila},
  editor       = {Peter Widmayer and
                  Francisco Triguero Ruiz and
                  Rafael Morales Bueno and
                  Matthew Hennessy and
                  Stephan J. Eidenbenz and
                  Ricardo Conejo},
  title        = {Local and Global Methods in Data Mining: Basic Techniques and Open
                  Problems},
  booktitle    = {Automata, Languages and Programming, 29th International Colloquium,
                  {ICALP} 2002, Malaga, Spain, July 8-13, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2380},
  pages        = {57--68},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45465-9\_6},
  doi          = {10.1007/3-540-45465-9\_6},
  timestamp    = {Wed, 11 Sep 2019 13:15:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icalp/Mannila02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/HarrathCZ02,
  author       = {Youssef Harrath and
                  Brigitte Chebel{-}Morello and
                  Noureddine Zerhouni},
  title        = {A genetic algorithm and data mining based meta-heuristic for job shop
                  scheduling problem},
  booktitle    = {{IEEE} International Conference on Systems, Man and Cybernetics, Yasmine
                  Hammamet, Tunisia, October 6-9, 2002 - Volume 2},
  pages        = {6},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICSMC.2002.1175709},
  doi          = {10.1109/ICSMC.2002.1175709},
  timestamp    = {Mon, 09 Aug 2021 14:54:04 +0200},
  biburl       = {https://dblp.org/rec/conf/smc/HarrathCZ02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/TuschMRHK01,
  author       = {G{\"{u}}nter Tusch and
                  Margarete M{\"{u}}ller and
                  Katrin Rohwer{-}Mensching and
                  Karlheinz Heiringhoff and
                  J{\"{u}}rgen Klempnauer},
  title        = {Problem Areas in Data Warehousing and Data Mining in a Surgical Clinic},
  booktitle    = {{AMIA} 2001, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 3-7, 2001},
  publisher    = {{AMIA}},
  year         = {2001},
  url          = {https://knowledge.amia.org/amia-55142-a2001a-1.597057/t-002-1.598852/f-001-1.598853/a-406-1.598915/a-407-1.598912},
  timestamp    = {Wed, 04 Aug 2021 11:13:07 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/TuschMRHK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/FreemanGRS01,
  author       = {Rachel L. Freeman and
                  Jerzy W. Grzymala{-}Busse and
                  Laura A. Riffel and
                  Stephen R. Schroeder},
  title        = {Analyzing the Relation between Heart Rate, Problem Behavior, and Environmental
                  Events Using Data Mining System {LERS}},
  booktitle    = {14th {IEEE} Symposium on Computer-Based Medical Systems {(CBMS} 2001),
                  26-27 July 2001, Bethesda, MD, {USA}},
  pages        = {11--16},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/CBMS.2001.941690},
  doi          = {10.1109/CBMS.2001.941690},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cbms/FreemanGRS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compsac/Tsumoto00,
  author       = {Shusaku Tsumoto},
  title        = {Problems with Mining Medical Data},
  booktitle    = {24th International Computer Software and Applications Conference {(COMPSAC}
                  2000), 25-28 October 2000, Taipei, Taiwan},
  pages        = {467--468},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/CMPSAC.2000.884767},
  doi          = {10.1109/CMPSAC.2000.884767},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/compsac/Tsumoto00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/CarvalhoF00,
  author       = {Deborah R. Carvalho and
                  Alex Alves Freitas},
  editor       = {L. Darrell Whitley and
                  David E. Goldberg and
                  Erick Cant{\'{u}}{-}Paz and
                  Lee Spector and
                  Ian C. Parmee and
                  Hans{-}Georg Beyer},
  title        = {A hybrid decision tree/genetic algorithm for coping with the problem
                  of small disjuncts in data mining},
  booktitle    = {Proceedings of the Genetic and Evolutionary Computation Conference
                  {(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000},
  pages        = {1061--1068},
  publisher    = {Morgan Kaufmann},
  year         = {2000},
  timestamp    = {Wed, 21 Jul 2004 09:29:17 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/CarvalhoF00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GardnerB00,
  author       = {Mike Gardner and
                  Jack Bieker},
  editor       = {Raghu Ramakrishnan and
                  Salvatore J. Stolfo and
                  Roberto J. Bayardo and
                  Ismail Parsa},
  title        = {Data mining solves tough semiconductor manufacturing problems},
  booktitle    = {Proceedings of the sixth {ACM} {SIGKDD} international conference on
                  Knowledge discovery and data mining, Boston, MA, USA, August 20-23,
                  2000},
  pages        = {376--383},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/347090.347171},
  doi          = {10.1145/347090.347171},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/GardnerB00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbia/NagaiR00,
  author       = {Walter Aoiama Nagai and
                  Solange Oliveira Rezende},
  editor       = {Maria Carolina Monard and
                  Jaime Sim{\~{a}}o Sichman},
  title        = {P{\'{o}}s-processamento de Conhecimento para Problemas de Regress{\~{a}}o
                  em Data Mining},
  booktitle    = {International Joint Conference, 7th Ibero-American Conference on AI,
                  15th Brazilian Symposium on AI, {IBERAMIA-SBIA} 2000, Open Discussion
                  Track Proceedings, Atibaia, SP, Brazil, November 19-22, 2000},
  pages        = {197--206},
  publisher    = {{ICMC/USP}},
  year         = {2000},
  timestamp    = {Thu, 03 Jan 2002 12:08:12 +0100},
  biburl       = {https://dblp.org/rec/conf/sbia/NagaiR00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/LawrenceAR99,
  author       = {Richard D. Lawrence and
                  George S. Alm{\'{a}}si and
                  Holly E. Rushmeier},
  title        = {A Scalable Parallel Algorithm for Self-Organizing Maps with Applications
                  to Sparse Data Mining Problems},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {3},
  number       = {2},
  pages        = {171--195},
  year         = {1999},
  url          = {https://doi.org/10.1023/A:1009817804059},
  doi          = {10.1023/A:1009817804059},
  timestamp    = {Thu, 09 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/LawrenceAR99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/NgH99,
  author       = {Michael K. Ng and
                  Zhexue Huang},
  title        = {Data-mining massive time series astronomical data: challenges, problems
                  and solutions},
  journal      = {Inf. Softw. Technol.},
  volume       = {41},
  number       = {9},
  pages        = {545--556},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0950-5849(99)00018-X},
  doi          = {10.1016/S0950-5849(99)00018-X},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/infsof/NgH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joop/Kim99,
  author       = {Won Kim},
  title        = {{I/O} Problems in Preparing Data for Data Warehousing and Data Mining,
                  Part 1},
  journal      = {J. Object Oriented Program.},
  volume       = {11},
  number       = {9},
  pages        = {13--14, 17},
  year         = {1999},
  timestamp    = {Mon, 08 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/joop/Kim99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigcas/Fulda99c,
  author       = {Joseph S. Fulda},
  title        = {Solution to a philosophical problem concerning data mining},
  journal      = {{SIGCAS} Comput. Soc.},
  volume       = {29},
  number       = {4},
  pages        = {6--7},
  year         = {1999},
  url          = {https://doi.org/10.1145/572199.572201},
  doi          = {10.1145/572199.572201},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigcas/Fulda99c.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/GoodwinMICH99,
  author       = {Linda K. Goodwin and
                  Sean G. Maher and
                  Mary Ann Iannacchione and
                  Patrick Crockett and
                  W. Edward Hammond},
  title        = {New Data Mining Tools for Outcomes Analysis in Complex Clinical Problems},
  booktitle    = {{AMIA} 1999, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, November 6-10, 1999},
  publisher    = {{AMIA}},
  year         = {1999},
  url          = {https://knowledge.amia.org/amia-55142-a1999a-1.591078/t-002-1.592771/f-001-1.592772/a-263-1.593174/a-264-1.593171},
  timestamp    = {Wed, 04 Aug 2021 11:13:07 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/GoodwinMICH99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcn/Smyllie99,
  author       = {Kira Smyllie},
  editor       = {Peter M. A. Sloot and
                  Marian Bubak and
                  Alfons G. Hoekstra and
                  Louis O. Hertzberger},
  title        = {Data Mining and Simulation Applied to a Staff Scheduling Problem},
  booktitle    = {High-Performance Computing and Networking, 7th International Conference,
                  {HPCN} Europe 1999, Amsterdam, The Netherlands, April 12-14, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1593},
  pages        = {1190--1194},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/BFb0100687},
  doi          = {10.1007/BFB0100687},
  timestamp    = {Sun, 12 Nov 2023 02:09:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hpcn/Smyllie99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FraymanTW99,
  author       = {Yakov Frayman and
                  Kai Ming Ting and
                  Lipo Wang},
  title        = {A fuzzy neural network for data mining: dealing with the problem of
                  small disjuncts},
  booktitle    = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
                  DC, USA, July 10-16, 1999},
  pages        = {2490--2493},
  publisher    = {{IEEE}},
  year         = {1999},
  url          = {https://doi.org/10.1109/IJCNN.1999.833463},
  doi          = {10.1109/IJCNN.1999.833463},
  timestamp    = {Tue, 10 Aug 2021 14:29:47 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/FraymanTW99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MassaP99,
  author       = {Silvia Massa and
                  Pier Paolo Puliafito},
  editor       = {Jan M. Zytkow and
                  Jan Rauch},
  title        = {An Application of Data Mining to the Problem of the University Students'
                  Dropout Using Markov Chains},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, Third European
                  Conference, {PKDD} '99, Prague, Czech Republic, September 15-18, 1999,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1704},
  pages        = {51--60},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/978-3-540-48247-5\_6},
  doi          = {10.1007/978-3-540-48247-5\_6},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/MassaP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/Sulaiman99,
  author       = {Alberto Sulaiman},
  title        = {Using Datalog Data Model and Data Mining to Solve Bill of Materials
                  Personalization Problems},
  booktitle    = {Proceedings of the First International Workshop on Advance Issues
                  of E-Commerce and Web-Based Information Systems, Santa Clara, California,
                  USA, April 8-9, 1999},
  pages        = {99--101},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/WECWIS.1999.788196},
  doi          = {10.1109/WECWIS.1999.788196},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wecwis/Sulaiman99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LingL98,
  author       = {Charles X. Ling and
                  Chenghui Li},
  editor       = {Rakesh Agrawal and
                  Paul E. Stolorz and
                  Gregory Piatetsky{-}Shapiro},
  title        = {Data Mining for Direct Marketing: Problems and Solutions},
  booktitle    = {Proceedings of the Fourth International Conference on Knowledge Discovery
                  and Data Mining (KDD-98), New York City, New York, USA, August 27-31,
                  1998},
  pages        = {73--79},
  publisher    = {{AAAI} Press},
  year         = {1998},
  url          = {http://www.aaai.org/Library/KDD/1998/kdd98-011.php},
  timestamp    = {Tue, 07 Nov 2017 16:24:37 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/LingL98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Schroeder97,
  author       = {Alan T. Schroeder Jr.},
  title        = {Data Mining with Neural Networks: Solving Business Problems from Application
                  Development to Decision Support, by Joseph P. Bigus},
  journal      = {J. Am. Soc. Inf. Sci.},
  volume       = {48},
  number       = {9},
  pages        = {862--863},
  year         = {1997},
  url          = {https://doi.org/10.1002/(SICI)1097-4571(199709)48:9\<862::AID-ASI12\>3.0.CO;2-T},
  doi          = {10.1002/(SICI)1097-4571(199709)48:9\<862::AID-ASI12\>3.0.CO;2-T},
  timestamp    = {Wed, 13 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jasis/Schroeder97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdt/Mannila97,
  author       = {Heikki Mannila},
  editor       = {Foto N. Afrati and
                  Phokion G. Kolaitis},
  title        = {Methods and Problems in Data Mining},
  booktitle    = {Database Theory - {ICDT} '97, 6th International Conference, Delphi,
                  Greece, January 8-10, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1186},
  pages        = {41--55},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/3-540-62222-5\_35},
  doi          = {10.1007/3-540-62222-5\_35},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icdt/Mannila97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/CatarciS97,
  author       = {Tiziana Catarci and
                  Giovanni Sciscio},
  editor       = {Matteo Cristani and
                  Letizia Tanca},
  title        = {Data Mining: Tecniche, Applicazioni, Strumenti e Problemi Aperti},
  booktitle    = {Convegno Nazionale Sistemi Evolluti per Basi di Dati, {SEBD} 1997,
                  Verona, Italy, 25-26-27 Giugno 1997},
  pages        = {265--284},
  year         = {1997},
  timestamp    = {Mon, 18 Jan 2016 11:07:09 +0100},
  biburl       = {https://dblp.org/rec/conf/sebd/CatarciS97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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