{"id":"https://openalex.org/W4405633888","doi":"https://doi.org/10.1109/mlnlp63328.2024.10800318","title":"A Joint Optimization Algorithm for Feature Selection and Classifier Design","display_name":"A Joint Optimization Algorithm for Feature Selection and Classifier Design","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4405633888","doi":"https://doi.org/10.1109/mlnlp63328.2024.10800318"},"language":"en","primary_location":{"id":"doi:10.1109/mlnlp63328.2024.10800318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlnlp63328.2024.10800318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070632878","display_name":"Zhihui Li","orcid":"https://orcid.org/0000-0002-8378-6269"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Li","raw_affiliation_strings":["School of Mathematics and Statistics Xidian University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics Xidian University,Xi'an,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339334","display_name":"Hong Li","orcid":"https://orcid.org/0000-0001-5597-5479"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Li","raw_affiliation_strings":["School of Mathematics and Statistics Xidian University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics Xidian University,Xi'an,China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047167952","display_name":"Weifeng Gao","orcid":"https://orcid.org/0000-0003-3853-0771"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Gao","raw_affiliation_strings":["School of Mathematics and Statistics Xidian University,Xi'an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics Xidian University,Xi'an,China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.375900000333786,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.375900000333786,"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/T10057","display_name":"Face and Expression Recognition","score":0.35089999437332153,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7523429989814758},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7061392068862915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5762203931808472},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5504631996154785},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.533532977104187},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5277748107910156},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.49829792976379395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45775306224823},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43197375535964966},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3423653841018677},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.18453115224838257},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12561866641044617},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12043991684913635}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7523429989814758},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7061392068862915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5762203931808472},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5504631996154785},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.533532977104187},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5277748107910156},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.49829792976379395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45775306224823},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43197375535964966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3423653841018677},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.18453115224838257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12561866641044617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12043991684913635},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mlnlp63328.2024.10800318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlnlp63328.2024.10800318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3912557271","display_name":null,"funder_award_id":"61966030,62276202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2036657109","https://openalex.org/W2111072639","https://openalex.org/W2121971770","https://openalex.org/W2408701322","https://openalex.org/W2887065738","https://openalex.org/W2955612236","https://openalex.org/W3006438498","https://openalex.org/W3015981573","https://openalex.org/W3132451580","https://openalex.org/W3149765555","https://openalex.org/W3176376058","https://openalex.org/W4213269338","https://openalex.org/W4213428708","https://openalex.org/W4224222011"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W4205762803","https://openalex.org/W2888483922","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W4396737233","https://openalex.org/W2367747139","https://openalex.org/W4391102217","https://openalex.org/W2134699697"],"abstract_inverted_index":{"As":[0,33],"datasets":[1],"continue":[2],"to":[3,70,86],"expand,":[4],"the":[5,20,30,39,77,92,107],"significance":[6],"of":[7,22,49,90,95,100],"feature":[8,74,88,113],"selection":[9],"in":[10,62],"identifying":[11],"influential":[12],"features":[13],"for":[14,59],"classification":[15,31],"becomes":[16],"increasingly":[17],"apparent.":[18],"Meanwhile,":[19],"performance":[21],"a":[23,26,34,46,54,64],"classifier":[24,116],"has":[25,45],"great":[27],"impact":[28],"on":[29],"accuracy.":[32],"simple":[35],"and":[36,76,98,115],"effective":[37],"classifier,":[38],"extreme":[40],"learning":[41],"machine":[42],"autoencoder":[43],"(ELM-AE)":[44],"wide":[47],"range":[48],"applications.":[50],"This":[51],"paper":[52],"proposes":[53],"joint":[55],"optimization":[56],"algorithm":[57,67],"(JOA)":[58],"data":[60],"classification,":[61],"which":[63],"hybrid":[65],"genetic":[66],"is":[68,84],"employed":[69],"find":[71],"an":[72],"optimal":[73,78,112],"subset":[75,114],"classifier.":[79],"A":[80],"binary-real":[81],"encoding":[82],"scheme":[83],"used":[85],"represent":[87],"set":[89],"data,":[91],"activated":[93],"state":[94],"hidden":[96],"nodes":[97],"parameters":[99],"ELM-AE.":[101],"The":[102],"experimental":[103],"results":[104],"show":[105],"that":[106],"proposed":[108],"method":[109],"can":[110],"identify":[111],"parameters.":[117]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}