{"id":"https://openalex.org/W2095390342","doi":"https://doi.org/10.1016/s0031-3203(01)00084-x","title":"A hybrid filter/wrapper approach of feature selection using information theory","display_name":"A hybrid filter/wrapper approach of feature selection using information theory","publication_year":2002,"publication_date":"2002-04-01","ids":{"openalex":"https://openalex.org/W2095390342","doi":"https://doi.org/10.1016/s0031-3203(01)00084-x","mag":"2095390342"},"language":"en","primary_location":{"id":"doi:10.1016/s0031-3203(01)00084-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0031-3203(01)00084-x","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020817426","display_name":"Marc Sebban","orcid":"https://orcid.org/0000-0001-6851-169X"},"institutions":[{"id":"https://openalex.org/I52585520","display_name":"Universit\u00e9 des Antilles","ror":"https://ror.org/02ryfmr77","country_code":"GP","type":"education","lineage":["https://openalex.org/I52585520"]}],"countries":["GP"],"is_corresponding":false,"raw_author_name":"Marc Sebban","raw_affiliation_strings":["D\u00e9partement de Sciences Juridiques et Economiques, Universit\u00e9 Antilles-Guyane, Campus de Fouillole, 97159Pointe \u00e0 Pitre, Guadeloupe, France"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Sciences Juridiques et Economiques, Universit\u00e9 Antilles-Guyane, Campus de Fouillole, 97159Pointe \u00e0 Pitre, Guadeloupe, France","institution_ids":["https://openalex.org/I52585520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082414223","display_name":"Richard Nock","orcid":"https://orcid.org/0000-0001-8384-9621"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Richard Nock","raw_affiliation_strings":["D\u00e9partement Scientifique Interfacultaire, Universit\u00e9 Antilles-Guyane, Campus de Schoelcher, 97233 Schoelcher, Martinique, France"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement Scientifique Interfacultaire, Universit\u00e9 Antilles-Guyane, Campus de Schoelcher, 97233 Schoelcher, Martinique, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082414223"],"corresponding_institution_ids":[],"apc_list":{"value":2710,"currency":"USD","value_usd":2710},"apc_paid":null,"fwci":4.8978,"has_fulltext":false,"cited_by_count":158,"citation_normalized_percentile":{"value":0.959077,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"35","issue":"4","first_page":"835","last_page":"846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6643933653831482},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.6045170426368713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5901041626930237},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5810953378677368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5731490850448608},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5166175961494446},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48324307799339294},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.47880372405052185},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4552033543586731},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42361241579055786},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42193883657455444},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41582658886909485},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.41461828351020813},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4141131043434143},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31091317534446716}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6643933653831482},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.6045170426368713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5901041626930237},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5810953378677368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5731490850448608},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5166175961494446},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48324307799339294},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.47880372405052185},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4552033543586731},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42361241579055786},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42193883657455444},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41582658886909485},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.41461828351020813},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4141131043434143},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31091317534446716},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/s0031-3203(01)00084-x","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0031-3203(01)00084-x","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.13.7889","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.7889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.univ-ag.fr/grimaag/papers/pr-sn-2.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W4876512","https://openalex.org/W127914110","https://openalex.org/W1492002282","https://openalex.org/W1575869149","https://openalex.org/W1583700199","https://openalex.org/W1587712229","https://openalex.org/W1592524235","https://openalex.org/W1608549042","https://openalex.org/W1619226191","https://openalex.org/W1680392829","https://openalex.org/W1808644423","https://openalex.org/W1849729440","https://openalex.org/W1969223365","https://openalex.org/W1995945562","https://openalex.org/W2001461029","https://openalex.org/W2004131797","https://openalex.org/W2024646871","https://openalex.org/W2032210760","https://openalex.org/W2040884411","https://openalex.org/W2048448061","https://openalex.org/W2061533824","https://openalex.org/W2067098334","https://openalex.org/W2084812512","https://openalex.org/W2110598300","https://openalex.org/W2125055259","https://openalex.org/W2134848091","https://openalex.org/W2163952039","https://openalex.org/W2330820318","https://openalex.org/W2403035479","https://openalex.org/W2588980052","https://openalex.org/W2913283985","https://openalex.org/W3085162807","https://openalex.org/W3106889297","https://openalex.org/W4230998038","https://openalex.org/W4246969682","https://openalex.org/W4255259582","https://openalex.org/W6605281805","https://openalex.org/W6684009541"],"related_works":["https://openalex.org/W2156571267","https://openalex.org/W2998727463","https://openalex.org/W2805829984","https://openalex.org/W4388573469","https://openalex.org/W3135058836","https://openalex.org/W4249305026","https://openalex.org/W2883787619","https://openalex.org/W2940071312","https://openalex.org/W2290248771","https://openalex.org/W2286904880"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
