{"id":"https:\/\/openalex.org\/W2071908367","doi":"https:\/\/doi.org\/10.1016\/j.eswa.2011.02.065","title":"Application and comparison of an ANN-based feature selection method and the genetic algorithm in gearbox fault diagnosis","display_name":"Application and comparison of an ANN-based feature selection method and the genetic algorithm in gearbox fault diagnosis","publication_year":2011,"publication_date":"2011-02-07","ids":{"openalex":"https:\/\/openalex.org\/W2071908367","doi":"https:\/\/doi.org\/10.1016\/j.eswa.2011.02.065","mag":"2071908367"},"language":"en","primary_location":{"id":"doi:10.1016\/j.eswa.2011.02.065","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1016\/j.eswa.2011.02.065","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with 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\/A5019812440","display_name":"Ali Hajnayeb","orcid":"https:\/\/orcid.org\/0000-0003-2154-2311"},"institutions":[{"id":"https:\/\/openalex.org\/I1516879","display_name":"Tarbiat Modares University","ror":"https:\/\/ror.org\/03mwgfy56","country_code":"IR","type":"education","lineage":["https:\/\/openalex.org\/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Hajnayeb","raw_affiliation_strings":["Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran","Dept. of Mechanical Engineering, #N#Tarbiat Modares University,#N#Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https:\/\/openalex.org\/I1516879"]},{"raw_affiliation_string":"Dept. of Mechanical Engineering, #N#Tarbiat Modares University,#N#Tehran, Iran","institution_ids":["https:\/\/openalex.org\/I1516879"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5111811778","display_name":"A. Ghasemloonia","orcid":null},"institutions":[{"id":"https:\/\/openalex.org\/I130438778","display_name":"Memorial University of Newfoundland","ror":"https:\/\/ror.org\/04haebc03","country_code":"CA","type":"education","lineage":["https:\/\/openalex.org\/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"A. Ghasemloonia","raw_affiliation_strings":["Faculty of Engineering and Applied Science, Memorial University, St. John\u2019s, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Applied Science, Memorial University, St. John\u2019s, NL, Canada","institution_ids":["https:\/\/openalex.org\/I130438778"]}]},{"author_position":"middle","author":{"id":"https:\/\/openalex.org\/A5051192937","display_name":"S.E. Khadem","orcid":null},"institutions":[{"id":"https:\/\/openalex.org\/I1516879","display_name":"Tarbiat Modares University","ror":"https:\/\/ror.org\/03mwgfy56","country_code":"IR","type":"education","lineage":["https:\/\/openalex.org\/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"S.E. Khadem","raw_affiliation_strings":["Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran","Dept. of Mechanical Engineering, #N#Tarbiat Modares University,#N#Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tarbiat Modares University, Tehran, Iran","institution_ids":["https:\/\/openalex.org\/I1516879"]},{"raw_affiliation_string":"Dept. of Mechanical Engineering, #N#Tarbiat Modares University,#N#Tehran, Iran","institution_ids":["https:\/\/openalex.org\/I1516879"]}]},{"author_position":"last","author":{"id":"https:\/\/openalex.org\/A5037720208","display_name":"Mohammad Hassan Moradi","orcid":"https:\/\/orcid.org\/0000-0002-3386-4003"},"institutions":[{"id":"https:\/\/openalex.org\/I158248296","display_name":"Amirkabir University of Technology","ror":"https:\/\/ror.org\/04gzbav43","country_code":"IR","type":"education","lineage":["https:\/\/openalex.org\/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M.H. Moradi","raw_affiliation_strings":["Biomedical Engineering Department, Amirkabir University, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Amirkabir University, Tehran, Iran","institution_ids":["https:\/\/openalex.org\/I158248296"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https:\/\/openalex.org\/A5051192937"],"corresponding_institution_ids":["https:\/\/openalex.org\/I1516879"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":11.7284,"has_fulltext":false,"cited_by_count":157,"citation_normalized_percentile":{"value":0.98132126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"38","issue":"8","first_page":"10205","last_page":"10209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https:\/\/openalex.org\/T10876","display_name":"Fault Detection and Control Systems","score":0.9962000250816345,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https:\/\/openalex.org\/fields\/22","display_name":"Engineering"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}},"topics":[{"id":"https:\/\/openalex.org\/T10876","display_name":"Fault Detection and Control Systems","score":0.9962000250816345,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https:\/\/openalex.org\/fields\/22","display_name":"Engineering"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}},{"id":"https:\/\/openalex.org\/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9954000115394592,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https:\/\/openalex.org\/fields\/22","display_name":"Engineering"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}},{"id":"https:\/\/openalex.org\/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.994700014591217,"subfield":{"id":"https:\/\/openalex.org\/subfields\/2210","display_name":"Mechanical Engineering"},"field":{"id":"https:\/\/openalex.org\/fields\/22","display_name":"Engineering"},"domain":{"id":"https:\/\/openalex.org\/domains\/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https:\/\/openalex.org\/keywords\/computer-science","display_name":"Computer science","score":0.768494725227356},{"id":"https:\/\/openalex.org\/keywords\/genetic-algorithm","display_name":"Genetic algorithm","score":0.73805171251297},{"id":"https:\/\/openalex.org\/keywords\/feature-selection","display_name":"Feature selection","score":0.6874378323554993},{"id":"https:\/\/openalex.org\/keywords\/artificial-neural-network","display_name":"Artificial neural network","score":0.6850665807723999},{"id":"https:\/\/openalex.org\/keywords\/fault","display_name":"Fault (geology)","score":0.6252524256706238},{"id":"https:\/\/openalex.org\/keywords\/selection","display_name":"Selection (genetic algorithm)","score":0.578263521194458},{"id":"https:\/\/openalex.org\/keywords\/feature","display_name":"Feature (linguistics)","score":0.5633542537689209},{"id":"https:\/\/openalex.org\/keywords\/algorithm","display_name":"Algorithm","score":0.5461633205413818},{"id":"https:\/\/openalex.org\/keywords\/artificial-intelligence","display_name":"Artificial intelligence","score":0.5350362658500671},{"id":"https:\/\/openalex.org\/keywords\/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.528182864189148},{"id":"https:\/\/openalex.org\/keywords\/set","display_name":"Set (abstract data type)","score":0.5178923606872559},{"id":"https:\/\/openalex.org\/keywords\/data-mining","display_name":"Data mining","score":0.4202054738998413},{"id":"https:\/\/openalex.org\/keywords\/machine-learning","display_name":"Machine learning","score":0.33466970920562744}],"concepts":[{"id":"https:\/\/openalex.org\/C41008148","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q21198","display_name":"Computer science","level":0,"score":0.768494725227356},{"id":"https:\/\/openalex.org\/C8880873","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q187787","display_name":"Genetic algorithm","level":2,"score":0.73805171251297},{"id":"https:\/\/openalex.org\/C148483581","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q446488","display_name":"Feature selection","level":2,"score":0.6874378323554993},{"id":"https:\/\/openalex.org\/C50644808","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q192776","display_name":"Artificial neural network","level":2,"score":0.6850665807723999},{"id":"https:\/\/openalex.org\/C175551986","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q47089","display_name":"Fault (geology)","level":2,"score":0.6252524256706238},{"id":"https:\/\/openalex.org\/C81917197","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.578263521194458},{"id":"https:\/\/openalex.org\/C2776401178","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5633542537689209},{"id":"https:\/\/openalex.org\/C11413529","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q8366","display_name":"Algorithm","level":1,"score":0.5461633205413818},{"id":"https:\/\/openalex.org\/C154945302","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5350362658500671},{"id":"https:\/\/openalex.org\/C153180895","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.528182864189148},{"id":"https:\/\/openalex.org\/C177264268","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5178923606872559},{"id":"https:\/\/openalex.org\/C124101348","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q172491","display_name":"Data mining","level":1,"score":0.4202054738998413},{"id":"https:\/\/openalex.org\/C119857082","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q2539","display_name":"Machine learning","level":1,"score":0.33466970920562744},{"id":"https:\/\/openalex.org\/C127313418","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q1069","display_name":"Geology","level":0,"score":0},{"id":"https:\/\/openalex.org\/C138885662","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q5891","display_name":"Philosophy","level":0,"score":0},{"id":"https:\/\/openalex.org\/C165205528","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q83371","display_name":"Seismology","level":1,"score":0},{"id":"https:\/\/openalex.org\/C199360897","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q9143","display_name":"Programming language","level":1,"score":0},{"id":"https:\/\/openalex.org\/C41895202","wikidata":"https:\/\/www.wikidata.org\/wiki\/Q8162","display_name":"Linguistics","level":1,"score":0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016\/j.eswa.2011.02.065","is_oa":false,"landing_page_url":"https:\/\/doi.org\/10.1016\/j.eswa.2011.02.065","pdf_url":null,"source":{"id":"https:\/\/openalex.org\/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"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":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https:\/\/openalex.org\/F4320324703","display_name":"University of Tabriz","ror":"https:\/\/ror.org\/01papkj44"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https:\/\/openalex.org\/W1980545827","https:\/\/openalex.org\/W2008598341","https:\/\/openalex.org\/W2014065015","https:\/\/openalex.org\/W2032720931","https:\/\/openalex.org\/W2039917709","https:\/\/openalex.org\/W2042140518","https:\/\/openalex.org\/W2042193040","https:\/\/openalex.org\/W2074724805","https:\/\/openalex.org\/W2082132924","https:\/\/openalex.org\/W2092092164","https:\/\/openalex.org\/W2157354484","https:\/\/openalex.org\/W2165878107"],"related_works":["https:\/\/openalex.org\/W4205762803","https:\/\/openalex.org\/W2535856026","https:\/\/openalex.org\/W2265065644","https:\/\/openalex.org\/W2134699697","https:\/\/openalex.org\/W3017188156","https:\/\/openalex.org\/W2322875716","https:\/\/openalex.org\/W3147584709","https:\/\/openalex.org\/W2977677679","https:\/\/openalex.org\/W4386564352","https:\/\/openalex.org\/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}