Deliverables Websites, patent fillings, videos etc. (1) NeEDS website The NeEDS website will enable online interaction between members of the network and with the outside world. The website will contain the profile for each participant, one video clip per ESR explaining his/her research project, the working papers and the software routines developed in the RIPs, the announcement of the network and the local events including the NeEDS conference, the Modeling Weeks and the NeEDS workshops as well the corresponding material. The coordinator will appear as the major point of contact for the network. Publications Peer reviewed articles (29) Constrained Naïve Bayes with application to unbalanced data classification Author(s): Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel Published in: Central European Journal of Operations Research, Issue Volume 29, issue 4, 2021, ISSN 1435-246X Publisher: Physica-Verlag Gmbh und Co. DOI: 10.1007/s10100-021-00782-1 Design space of origin-destination data visualization Author(s): M. Tennekes and M. Chen Published in: Computer Graphics Forum, Issue 01677055, 2021, Page(s) 323-334, ISSN 0167-7055 Publisher: Blackwell Publishing Inc. DOI: 10.1111/cgf.14310 Variable selection for Naïve Bayes classification Author(s): Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel Published in: Computers & Operations Research, Issue Volume 135, 2021, ISSN 0305-0548 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.cor.2021.105456 On optimal regression trees to detect critical intervals for multivariate functional data Author(s): Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales Published in: Computers & Operations Research, 2023, ISSN 0305-0548 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.cor.2023.106152 CATCHM: A novel network-based credit card fraud detection method using node representation learning Author(s): Rafaël Van Belle, Bart Baesens, Jochen De Weerdt Published in: Decision Support Systems, Issue Vol. 164, 2023, ISSN 0167-9236 Publisher: Elsevier BV DOI: 10.1016/j.dss.2022.113866 Mathematical optimization modelling for group counterfactual explanations Author(s): Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales Published in: European Journal of Operational Research, Issue 24 issues/year, 2024, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2024.01.002 A new model for counterfactual analysis for functional data Author(s): Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales Published in: Advances in Data Analysis and Classification, Issue 4 issues/year, 2023, ISSN 1862-5355 Publisher: Springer DOI: 10.1007/s11634-023-00563-5 A cost-sensitive constrained Lasso Author(s): Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo, M. Remedios Sillero-Denamiel Published in: Advances in Data Analysis and Classification, 2020, ISSN 1862-5347 Publisher: Springer Verlag DOI: 10.1007/s11634-020-00389-5 The tree based linear regression model for hierarchical categorical variables Author(s): Emilio Carrizosa, Laust Hvas Mortensen, Dolores Romero Morales, M. Remedios Sillero-Denamiel Published in: Expert Systems with Applications, 2022, ISSN 0957-4174 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.eswa.2022.117423 On clustering and interpreting with rules by means of mathematical optimization Author(s): Emilio Carrizosa, Kseniia Kurishchenko, Alfredo Marín, Dolores Romero Morales Published in: Computers & Operations Research, Issue Volume 154, June 2023, 106180, 2023, ISSN 1873-765X Publisher: ELSEVIER DOI: 10.1016/j.cor.2023.106180 Radial Icicle Tree (RIT): Node Separation and Area Constancy Author(s): Y. Jin, T. J. A. de Jong, M. Tennekes, and M. Chen Published in: IEEE Transactions on Visualization and Computer Graphics, Issue 30(1), 2024, Page(s) online: 1-11, ISSN 1077-2626 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/tvcg.2023.3327178 Generating collective counterfactual explanations in score-based classification via mathematical optimization Author(s): Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales Published in: Expert Systems with Applications, Issue 24 issues/year, 2024, ISSN 0957-4174 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.eswa.2023.121954 Cost-sensitive probabilistic predictions for support vector machines Author(s): Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa, Pepa Ramírez-Cobo Published in: European Journal of Operational Research, Issue 24 issues/year, 2024, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2023.09.027 Simulation-based optimization of user interfaces for quality-assuring machine learning model predictions Author(s): Y. Zhang, M. Tennekes, T. De Jong, L. Curier, B. Coecke, and M. Chen Published in: ACM Transactions on Interactive Intelligent Systems, 2024, Page(s) online: 1-30, ISSN 2160-6455 Publisher: Association for Computing Machinery (ACM) DOI: 10.1145/3594552 Expert-driven trace clustering with instance-level constraints Author(s): Pieter De Koninck, Klaas Nelissen, Seppe vanden Broucke, Bart Baesens, Monique Snoeck & Jochen De Weerdt Published in: Knowledge and Information Systems, Issue Volume 63, 2021, ISSN 0219-1377 Publisher: Springer Verlag DOI: 10.1007/s10115-021-01548-6 Optimal randomized classification trees Author(s): Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales Published in: Computers & Operations Research, Issue Volume 132, August 2021, 2021, ISSN 0305-0548 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.cor.2021.105281 Counterfactual analysis and target setting in benchmarking Author(s): Peter Bogetoft, Jasone Ramírez-Ayerbe, Dolores Romero Morales Published in: European Journal of Operational Research, Issue 24 issues/year, 2024, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2024.01.005 Interpreting clusters via prototype optimization Author(s): Emilio Carrizosa, Kseniia Kurishchenko, Alfredo Marín, Dolores Romero Morales Published in: Omega, Issue Volume 107, February 2022, 102543, 2022, ISSN 0305-0483 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.omega.2021.102543 Mathematical optimization in classification and regression trees Author(s): Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales Published in: TOP, Issue Volume 29, Issue 3, 2021, Page(s) 5-33, ISSN 1134-5764 Publisher: Springer Verlag DOI: 10.1007/s11750-021-00594-1 Enhancing Interpretability in Factor Analysis by Means of Mathematical Optimization Author(s): Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales, Albert Satorra Published in: Multivariate Behavioral Research, 2019, Page(s) 1-15, ISSN 0027-3171 Publisher: Lawrence Erlbaum Associates Inc. DOI: 10.1080/00273171.2019.1677208 Feature Selection in Data Envelopment Analysis: A Mathematical Optimization approach Author(s): Sandra Benítez-Peña, Peter Bogetoft, Dolores Romero Morales Published in: Omega, 2019, Page(s) 102068, ISSN 0305-0483 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.omega.2019.05.004 Sparsity in optimal randomized classification trees Author(s): Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales Published in: European Journal of Operational Research, 2019, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2019.12.002 On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19 Author(s): Sandra Benítez-Peña, Emilio Carrizosa, Vanesa Guerrero, M Dolores Jiménez-Gamero, Belén Martín-Barragán, Cristina Molero-Río, Pepa Ramírez-Cobo, Dolores Romero Morales, M Remedios Sillero-Denamiel Published in: European Journal of Operational Research, Issue Volume 295, Issue 2, 2021, Page(s) 648-663, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2021.04.016 On Clustering Categories of Categorical Predictors in Generalized Linear Author(s): Emilio Carrizosa and Marcela Galvis Restrepo and Dolores Romero Morales Published in: Expert Systems with Applications, Issue Volume 182, 2021, ISSN 0957-4174 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.eswa.2021.115245 On sparse optimal regression trees Author(s): Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río, Dolores Romero Morales Published in: European Journal of Operational Research, Issue Volume 299, Issue 3, 2022, Page(s) 1045-1054, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2021.12.022 On mathematical optimization for clustering categories in contingency tables Author(s): Emilio Carrizosa, Vanesa Guerrero, Dolores Romero Morales Published in: Advances in Data Analysis and Classification, 2022, ISSN 1862-5347 Publisher: Springer Verlag DOI: 10.1007/s11634-022-00508-4 Predicting student performance using sequence classification with time-based windows Author(s): Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt Published in: Expert Systems with Applications, Issue 09574174, 2022, ISSN 0957-4174 Publisher: Pergamon Press Ltd. DOI: 10.1016/j.eswa.2022.118182 Supervised feature compression based on counterfactual analysis Author(s): V. Piccialli, D. Romero Morales, C. Salvatore Published in: European Journal of Operational Research, 2024, ISSN 0377-2217 Publisher: Elsevier BV DOI: 10.1016/j.ejor.2023.11.019 A bounded measure for estimating the benefit of visualization (Part I): theoretical discourse and conceptual evaluation Author(s): M. Chen and M. Sbert Published in: Entropy, Issue 10994300, 2022, Page(s) 228, ISSN 1099-4300 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/e24020228 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
