{"id":"https://openalex.org/W4312380786","doi":"https://doi.org/10.1109/icarm54641.2022.9959479","title":"Application of an Improved Multimodal Multiobjective Algorithm in Feature Selection","display_name":"Application of an Improved Multimodal Multiobjective Algorithm in Feature Selection","publication_year":2022,"publication_date":"2022-07-09","ids":{"openalex":"https://openalex.org/W4312380786","doi":"https://doi.org/10.1109/icarm54641.2022.9959479"},"language":"en","primary_location":{"id":"doi:10.1109/icarm54641.2022.9959479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarm54641.2022.9959479","pdf_url":null,"source":{"id":"https://openalex.org/S4363608069","display_name":"2022 International Conference on Advanced Robotics and Mechatronics (ICARM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Advanced Robotics and Mechatronics (ICARM)","raw_type":"proceedings-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/A5100676081","display_name":"Jing Liang","orcid":"https://orcid.org/0000-0003-0811-0223"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liang","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430963","display_name":"Ying-Jie Zhang","orcid":"https://orcid.org/0000-0003-3009-0054"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Zhang","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072294864","display_name":"Caitong Yue","orcid":"https://orcid.org/0000-0002-3362-0703"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caitong Yue","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042789966","display_name":"Kunjie Yu","orcid":"https://orcid.org/0000-0001-9945-1976"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunjie Yu","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038446460","display_name":"Wei-Feng Guo","orcid":"https://orcid.org/0000-0003-0565-177X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Guo","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037256858","display_name":"Ke Chen","orcid":"https://orcid.org/0000-0002-8977-6248"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Chen","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100314185","display_name":"Hongyu Lin","orcid":"https://orcid.org/0009-0008-0312-3256"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Lin","raw_affiliation_strings":["Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Electrical Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001242154","display_name":"Boyang Qu","orcid":"https://orcid.org/0000-0001-7539-3927"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyang Qu","raw_affiliation_strings":["Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","institution_ids":["https://openalex.org/I132586189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3114,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52425126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.995199978351593,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9754999876022339,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.804192304611206},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7352684736251831},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6974509954452515},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6402396559715271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109021902084351},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5706650018692017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5126528143882751},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.49983692169189453},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4985489845275879},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.45648667216300964},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4293254017829895},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.42606133222579956},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4240763187408447},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39468684792518616},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3275681138038635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2992897629737854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2595202326774597}],"concepts":[{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.804192304611206},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7352684736251831},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6974509954452515},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6402396559715271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109021902084351},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5706650018692017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5126528143882751},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.49983692169189453},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4985489845275879},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.45648667216300964},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4293254017829895},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.42606133222579956},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4240763187408447},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39468684792518616},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3275681138038635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2992897629737854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2595202326774597},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarm54641.2022.9959479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarm54641.2022.9959479","pdf_url":null,"source":{"id":"https://openalex.org/S4363608069","display_name":"2022 International Conference on Advanced Robotics and Mechatronics (ICARM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Advanced Robotics and Mechatronics (ICARM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6000000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W929724484","https://openalex.org/W1963550655","https://openalex.org/W2013885787","https://openalex.org/W2014915963","https://openalex.org/W2118693290","https://openalex.org/W2120216197","https://openalex.org/W2126105956","https://openalex.org/W2149991085","https://openalex.org/W2156728410","https://openalex.org/W2167101736","https://openalex.org/W2211726952","https://openalex.org/W2343420905","https://openalex.org/W2558610617","https://openalex.org/W2747166117","https://openalex.org/W2897301007","https://openalex.org/W2899519149","https://openalex.org/W2968688008","https://openalex.org/W2998216295","https://openalex.org/W3039848812","https://openalex.org/W3120740533","https://openalex.org/W3125918112","https://openalex.org/W3169921076","https://openalex.org/W3190958978","https://openalex.org/W4289236186","https://openalex.org/W6683225304","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W1985939653","https://openalex.org/W1606499289","https://openalex.org/W20047544","https://openalex.org/W2911578165","https://openalex.org/W2626282817","https://openalex.org/W2906115061","https://openalex.org/W2977596624","https://openalex.org/W2145877535","https://openalex.org/W2744730182","https://openalex.org/W3134440233"],"abstract_inverted_index":{"Feature":[0],"selection":[1,57,78,118,128],"is":[2,51,73,113],"the":[3,7,13,19,23,30,43,84,88,94,123,134,144],"process":[4,24],"of":[5,25,33,40,90],"screening":[6],"original":[8],"data":[9,20],"set":[10],"and":[11,93,104,120],"selecting":[12,29],"most":[14],"effective":[15],"features":[16],"to":[17],"reduce":[18],"dimension.":[21],"In":[22,60],"feature":[26,56,77,109,117,127,140],"selection,":[27],"when":[28],"same":[31],"number":[32],"features,":[34,41],"there":[35],"may":[36],"be":[37],"different":[38],"combinations":[39,141],"making":[42],"final":[44],"obtained":[45],"classification":[46,145],"results":[47,131],"very":[48],"similar.":[49],"This":[50],"a":[52],"multimodal":[53,65,125],"multiobjective":[54,66,126],"(MMO)":[55],"optimization":[58,79,102],"problem.":[59,80],"this":[61],"paper,":[62],"an":[63],"improved":[64],"evolutionary":[67],"algorithm":[68,82,112,135],"based":[69,86],"on":[70,87,115],"uniform":[71,95],"crossover":[72,96],"proposed":[74],"for":[75],"MMO":[76],"The":[81,111],"uses":[83],"strategy":[85],"niche":[89],"decision":[91],"space":[92],"strategy,":[97],"which":[98],"has":[99],"better":[100],"global":[101],"ability":[103],"can":[105,136],"find":[106,137],"more":[107,138],"equivalent":[108,139],"subsets.":[110],"tested":[114],"seven":[116],"datasets":[119],"compared":[121],"with":[122],"existing":[124],"algorithms.":[129],"Experimental":[130],"show":[132],"that":[133],"without":[142],"reducing":[143],"accuracy.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}