{"id":"https://openalex.org/W3004006917","doi":"https://doi.org/10.1007/s00521-020-04744-7","title":"New filter approaches for feature selection using differential evolution and fuzzy rough set theory","display_name":"New filter approaches for feature selection using differential evolution and fuzzy rough set theory","publication_year":2020,"publication_date":"2020-01-28","ids":{"openalex":"https://openalex.org/W3004006917","doi":"https://doi.org/10.1007/s00521-020-04744-7","mag":"3004006917"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-04744-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04744-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5043777091","display_name":"Emrah Han\u00e7er","orcid":"https://orcid.org/0000-0002-3213-5191"},"institutions":[{"id":"https://openalex.org/I54515432","display_name":"Burdur Mehmet Akif Ersoy \u00dcniversitesi","ror":"https://ror.org/04xk0dc21","country_code":"TR","type":"education","lineage":["https://openalex.org/I54515432"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Emrah Hancer","raw_affiliation_strings":["Department of Computer Technology and Information Systems, Mehmet Akif Ersoy University, 15039, Burdur, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology and Information Systems, Mehmet Akif Ersoy University, 15039, Burdur, Turkey","institution_ids":["https://openalex.org/I54515432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043777091"],"corresponding_institution_ids":["https://openalex.org/I54515432"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":null,"fwci":2.3399,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90549821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"32","issue":"7","first_page":"2929","last_page":"2944"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9919999837875366,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9503999948501587,"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":0.7441290020942688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6724644899368286},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.6586611270904541},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5977454781532288},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571771264076233},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5209851861000061},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5116215348243713},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5114335417747498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4511033594608307},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.43778595328330994},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4142357110977173},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4138652980327606},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.40685322880744934}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7441290020942688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6724644899368286},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.6586611270904541},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5977454781532288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571771264076233},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5209851861000061},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5116215348243713},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5114335417747498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4511033594608307},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.43778595328330994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4142357110977173},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4138652980327606},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.40685322880744934},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-04744-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-04744-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W5283347","https://openalex.org/W41422020","https://openalex.org/W49513413","https://openalex.org/W194800985","https://openalex.org/W1491675663","https://openalex.org/W1495061682","https://openalex.org/W1500895378","https://openalex.org/W1595159159","https://openalex.org/W1749992802","https://openalex.org/W1808644423","https://openalex.org/W1963626514","https://openalex.org/W1997188340","https://openalex.org/W2022894675","https://openalex.org/W2023721178","https://openalex.org/W2032909675","https://openalex.org/W2045358009","https://openalex.org/W2086876270","https://openalex.org/W2090694049","https://openalex.org/W2118561568","https://openalex.org/W2121410881","https://openalex.org/W2128771953","https://openalex.org/W2138776277","https://openalex.org/W2149954962","https://openalex.org/W2152195021","https://openalex.org/W2166445286","https://openalex.org/W2167056507","https://openalex.org/W2486983281","https://openalex.org/W2510750395","https://openalex.org/W2555933387","https://openalex.org/W2754840697","https://openalex.org/W2765937321","https://openalex.org/W2789747195","https://openalex.org/W2799806172","https://openalex.org/W2806839329","https://openalex.org/W2890693049","https://openalex.org/W2904643544","https://openalex.org/W2911627187","https://openalex.org/W2961164327","https://openalex.org/W2981792919","https://openalex.org/W3105524694","https://openalex.org/W3120740533","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2392963705","https://openalex.org/W2107349454","https://openalex.org/W2382278777","https://openalex.org/W2167403502","https://openalex.org/W2353240132","https://openalex.org/W1587347718","https://openalex.org/W2375932290","https://openalex.org/W2978519593","https://openalex.org/W2102746356","https://openalex.org/W4390066334"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
