{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T03:26:12Z","timestamp":1771039572928,"version":"3.50.1"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"\u201cSubvenci\u00f3n a la Instalaci\u00f3n en la Academia\u201d Folio","award":["85220108"],"award-info":[{"award-number":["85220108"]}]},{"name":"Vicerrectoria de Investigaci\u00f3n y Postgrado (UBB-VRIP) through the \u201cProyecto de Investigaci\u00f3n Interno 2023\u201d","award":["RE2360219"],"award-info":[{"award-number":["RE2360219"]}]},{"DOI":"10.13039\/501100011755","name":"National Agency for Research and Development (ANID) through the FONDECYT Iniciaci\u00f3n","doi-asserted-by":"publisher","award":["11241132"],"award-info":[{"award-number":["11241132"]}],"id":[{"id":"10.13039\/501100011755","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3529317","type":"journal-article","created":{"date-parts":[[2025,1,13]],"date-time":"2025-01-13T20:04:15Z","timestamp":1736798655000},"page":"10638-10652","source":"Crossref","is-referenced-by-count":3,"title":["Machine Learning-Driven Optimization for Solution Space Reduction in the Quadratic Multiple Knapsack Problem"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-6468-5632","authenticated-orcid":false,"given":"Diego","family":"Y\u00e1\u00f1ez-Oyarce","sequence":"first","affiliation":[{"name":"Departamento de Ingeniería Industrial, Universidad del Bío-Bío, Concepción, Chile"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9549-4143","authenticated-orcid":false,"given":"Carlos","family":"Contreras-Bolton","sequence":"additional","affiliation":[{"name":"Departamento de Ingeniería Industrial, Universidad de Concepción, Concepción, Chile"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9972-3123","authenticated-orcid":false,"given":"Fredy","family":"Troncoso-Espinosa","sequence":"additional","affiliation":[{"name":"Departamento de Ingeniería Industrial, Universidad del Bío-Bío, Concepción, Chile"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0884-7423","authenticated-orcid":false,"given":"Carlos","family":"Rey","sequence":"additional","affiliation":[{"name":"Departamento de Ingeniería Industrial, Universidad del Bío-Bío, Concepción, Chile"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2021.105693"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.dam.2006.08.007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-0208(08)73237-7"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1143997.1144096"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-71615-0_19"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.10.047"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-75555-5_47"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-010-0248-x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2015.08.002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-014-1720-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10589-013-9623-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2015.10.004"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-23509-7_17"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1843982"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2018.0840"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2021.06.018"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.dam.2022.06.033"},{"key":"ref18","volume-title":"IBM ILOG CPLEX Optimization Studio","year":"2024"},{"key":"ref19","volume-title":"Gurobi Optimizer","year":"2024"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-7566-5"},{"key":"ref21","volume-title":"Deep Learning With Python","author":"Chollet","year":"2021"},{"key":"ref22","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2014.04.069"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113613"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115948"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3044005"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s13042-020-01085-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/math9202611"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-021-10662-z"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/app12063068"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2022.06.029"},{"key":"ref33","first-page":"1","volume-title":"From Data Mining to Knowledge Discovery: An Overview","author":"Fayyad","year":"1996"},{"key":"ref34","first-page":"B196","article-title":"An approach to linear programming with 0\u20131 variables","volume":"15","author":"Senyu","year":"1967","journal-title":"Manage. Sci."},{"key":"ref35","volume-title":"Introduction to Statistical Quality Control","author":"Montgomery","year":"2019"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref39","volume-title":"Decision Analysis and Behavioral Research","author":"von Winterfeldt","year":"1986"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-59119-2_166"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1958.tb00292.x"},{"key":"ref43","article-title":"API design for machine learning software: Experiences from the scikit-learn project","author":"Buitinck","year":"2013","journal-title":"arXiv:1309.0238"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5555\/1248547.1248548"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/117773194"},{"issue":"5","key":"ref46","first-page":"1","article-title":"Should we really use post-hoc tests based on mean-ranks?","volume":"17","author":"Benavoli","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.2307\/3001968"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.2307\/4615733"},{"issue":"89","key":"ref49","first-page":"2677","article-title":"An extension on \u2018statistical comparisons of classifiers over multiple data sets\u2019 for all pairwise comparisons","volume":"9","author":"Garc\u00eda","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2024.106873"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1287\/ijoc.2020.0983"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.112908"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10839359.pdf?arnumber=10839359","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,21]],"date-time":"2025-01-21T06:30:45Z","timestamp":1737441045000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10839359\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":52,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3529317","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}