{"id":"https://openalex.org/W4401544209","doi":"https://doi.org/10.1016/j.neucom.2026.133807","title":"Adaptive mixed mutation for unsupervised feature selection using differential evolution","display_name":"Adaptive mixed mutation for unsupervised feature selection using differential evolution","publication_year":2026,"publication_date":"2026-05-06","ids":{"openalex":"https://openalex.org/W4401544209","doi":"https://doi.org/10.1016/j.neucom.2026.133807"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.133807","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133807","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.2139/ssrn.4924626","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113243397","display_name":"Xuechen Mu","orcid":"https://orcid.org/0000-0003-1006-2830"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuechen Mu","raw_affiliation_strings":["School of Mathematics, Jilin University, Changchun, 130012, Jilin, China","School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101402440","display_name":"Junhong Liu","orcid":"https://orcid.org/0000-0001-7596-7011"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junhong Liu","raw_affiliation_strings":["School of Information Science, University of Pittsburgh, Pittsburgh, PA 15260, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, University of Pittsburgh, Pittsburgh, PA 15260, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772860","display_name":"Siyang Wang","orcid":"https://orcid.org/0000-0003-3206-4394"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyang Wang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, 230026, Anhui, China"],"raw_orcid":"https://orcid.org/0009-0004-8733-3103","affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, 230026, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114207605","display_name":"haotian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","School of Mathematics, Jilin University, Changchun, 130012, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Mathematics, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038911819","display_name":"Xiaotong Han","orcid":"https://orcid.org/0000-0001-6836-3447"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haotian Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","School of Mathematics, Jilin University, Changchun, 130012, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Mathematics, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109780494","display_name":"Zhenyu Huang","orcid":"https://orcid.org/0009-0003-2499-664X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Han","raw_affiliation_strings":["School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 100049, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, 100049, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100755970","display_name":"Ying Xu","orcid":"https://orcid.org/0000-0003-4452-3180"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenyu Huang","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323988","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0002-6691-6762"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Xu","raw_affiliation_strings":["College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Medicine, Southern University of Science and Technology, Shenzhen, 518000, Guangdong, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100323988","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0002-6691-6762"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["School of Mathematics, Jilin University, Changchun, 130012, Jilin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Jilin University, Changchun, 130012, Jilin, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038911819","https://openalex.org/A5100323988","https://openalex.org/A5100755970"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I3045169105","https://openalex.org/I4210134929"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00368077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"693","issue":null,"first_page":"133807","last_page":"133807"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9200000166893005,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9200000166893005,"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":0.677223265171051},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6522567272186279},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.6092270016670227},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5938133001327515},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.560830295085907},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.5453147888183594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5212531685829163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4614928960800171},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.43354931473731995},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43229812383651733},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3697759211063385},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.27976930141448975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2779868245124817},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2265269160270691},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1455569863319397},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.13187095522880554},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.060304999351501465}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.677223265171051},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6522567272186279},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.6092270016670227},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5938133001327515},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.560830295085907},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5453147888183594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212531685829163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4614928960800171},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.43354931473731995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43229812383651733},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3697759211063385},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.27976930141448975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2779868245124817},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2265269160270691},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1455569863319397},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.13187095522880554},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.060304999351501465},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neucom.2026.133807","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.133807","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4924626","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4924626","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4924626","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4924626","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2386249082","display_name":null,"funder_award_id":"T2350010","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"},{"id":"https://openalex.org/F4320327605","display_name":"Southern University of Science and Technology","ror":null},{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W254399443","https://openalex.org/W1595159159","https://openalex.org/W1963763787","https://openalex.org/W1969076164","https://openalex.org/W1993573509","https://openalex.org/W2017337590","https://openalex.org/W2060542593","https://openalex.org/W2077118844","https://openalex.org/W2093010752","https://openalex.org/W2140703956","https://openalex.org/W2143426320","https://openalex.org/W2149772057","https://openalex.org/W2156194072","https://openalex.org/W2168825483","https://openalex.org/W2550999023","https://openalex.org/W2740555475","https://openalex.org/W2765937321","https://openalex.org/W2781829441","https://openalex.org/W2897245210","https://openalex.org/W2963174546","https://openalex.org/W3044085020","https://openalex.org/W3044853528","https://openalex.org/W3127564873","https://openalex.org/W4289236186","https://openalex.org/W4294541781","https://openalex.org/W4387363574","https://openalex.org/W4389775088"],"related_works":["https://openalex.org/W2377427124","https://openalex.org/W2111826695","https://openalex.org/W2365765937","https://openalex.org/W3123500859","https://openalex.org/W2741033893","https://openalex.org/W1988293173","https://openalex.org/W2086509352","https://openalex.org/W2726904590","https://openalex.org/W2885003276","https://openalex.org/W83000460"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}