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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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