{"id":"https://openalex.org/W4412984837","doi":"https://doi.org/10.1109/tfuzz.2025.3595942","title":"Incomplete Multilabel Feature Selection via Dynamic Dual-Graph Optimization and Fuzzy Feature Interaction","display_name":"Incomplete Multilabel Feature Selection via Dynamic Dual-Graph Optimization and Fuzzy Feature Interaction","publication_year":2025,"publication_date":"2025-08-05","ids":{"openalex":"https://openalex.org/W4412984837","doi":"https://doi.org/10.1109/tfuzz.2025.3595942"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2025.3595942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3595942","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","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/A5071226861","display_name":"Yangding Li","orcid":"https://orcid.org/0000-0003-0175-4368"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangding Li","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0175-4368","affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100513953","display_name":"Hao Xie","orcid":"https://orcid.org/0009-0002-3053-6378"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Xie","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0002-3053-6378","affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070031719","display_name":"Jianhua Dai","orcid":"https://orcid.org/0000-0003-1459-0833"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Dai","raw_affiliation_strings":["Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-1459-0833","affiliations":[{"raw_affiliation_string":"Hunan Provincial Key Laboratory of Intelligent Computing and Language Information Processing, the College of Information Science and Engineering, Hunan Normal University, Changsha, China","institution_ids":["https://openalex.org/I173759888"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173759888"],"apc_list":null,"apc_paid":null,"fwci":3.8744,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93510388,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"33","issue":"10","first_page":"3491","last_page":"3503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9876000285148621,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9876000285148621,"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":0.6616417169570923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6427375674247742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5690296292304993},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5678645372390747},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5170500874519348},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4598141610622406},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4413273334503174},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.42118048667907715},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23604696989059448}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6616417169570923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6427375674247742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5690296292304993},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5678645372390747},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5170500874519348},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4598141610622406},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4413273334503174},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.42118048667907715},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23604696989059448},{"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":1,"locations":[{"id":"doi:10.1109/tfuzz.2025.3595942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2025.3595942","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7249805090","display_name":null,"funder_award_id":"62376093","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W636917482","https://openalex.org/W1973067694","https://openalex.org/W2000950277","https://openalex.org/W2078093994","https://openalex.org/W2086465730","https://openalex.org/W2103514965","https://openalex.org/W2114315281","https://openalex.org/W2156483112","https://openalex.org/W2339611261","https://openalex.org/W2569112930","https://openalex.org/W2757915849","https://openalex.org/W2767768852","https://openalex.org/W2897276373","https://openalex.org/W2932421136","https://openalex.org/W2948768062","https://openalex.org/W2949481297","https://openalex.org/W2992383290","https://openalex.org/W3004496949","https://openalex.org/W3020361001","https://openalex.org/W3034873226","https://openalex.org/W3048190600","https://openalex.org/W3092051759","https://openalex.org/W3119688788","https://openalex.org/W3161382081","https://openalex.org/W3179257852","https://openalex.org/W3193693507","https://openalex.org/W3200378786","https://openalex.org/W4207053154","https://openalex.org/W4248855359","https://openalex.org/W4297399559","https://openalex.org/W4303446386","https://openalex.org/W4304481487","https://openalex.org/W4386571806","https://openalex.org/W4389815688","https://openalex.org/W4392563245","https://openalex.org/W4393180234","https://openalex.org/W4393346065","https://openalex.org/W4394865813","https://openalex.org/W4395097378","https://openalex.org/W4396712810","https://openalex.org/W4396835177","https://openalex.org/W4399727734","https://openalex.org/W4400679353","https://openalex.org/W4402873025","https://openalex.org/W4404233753","https://openalex.org/W4404520363","https://openalex.org/W4404953194","https://openalex.org/W4405048390","https://openalex.org/W4406070243","https://openalex.org/W4407367942","https://openalex.org/W4410582735"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W2380784125","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W3004057759","https://openalex.org/W2370918718","https://openalex.org/W2889085215","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Multi-label":[0],"feature":[1,24,43,62,83,96,130,161,177,195,202],"selection":[2,131,203],"(MFS)":[3],"plays":[4],"a":[5,71,102,147,181],"vital":[6],"role":[7],"in":[8,34],"enhancing":[9],"model":[10],"performance":[11],"by":[12,111,142],"identifying":[13],"the":[14,28,50,59,123,129,136,143,156,174,194,201,207],"most":[15,19],"relevant":[16],"features.":[17],"However,":[18],"existing":[20,38],"methods":[21,39],"assume":[22],"complete":[23],"information":[25,108,120],"and":[26,81,95,114,127,158,196,219],"overlook":[27],"potential":[29,51,137],"issue":[30,138],"of":[31,61,139,160,176],"missing":[32,112],"features":[33,171],"real-world":[35],"applications.":[36],"Furthermore,":[37],"mainly":[40],"focus":[41],"on":[42,77],"redundancy":[44],"while":[45],"paying":[46],"insufficient":[47],"attention":[48],"to":[49,106,121,154,172,188],"positive":[52,167],"interaction":[53,84,97,169],"among":[54],"features,":[55,113],"which":[56],"adversely":[57],"affects":[58],"effectiveness":[60],"selection.":[63,162],"To":[64,134],"overcome":[65],"these":[66],"limitations,":[67],"this":[68],"paper":[69],"proposes":[70,115],"novel":[72],"incomplete":[73],"MFS":[74],"method":[75,87],"based":[76],"dynamic":[78,182],"dual-graph":[79,183],"optimization":[80,184],"fuzzy":[82,103,116,144,168],"(D2GOFI).":[85],"The":[86],"addresses":[88],"two":[89],"core":[90],"challenges":[91],"systematically:":[92],"feature-missing":[93],"processing":[94],"modeling.":[98],"Specifically,":[99],"D2GOFI":[100,164,215],"introduces":[101],"tolerance":[104,117,145],"relation":[105],"mitigate":[107],"loss":[109],"caused":[110],"implication":[118],"granularity":[119],"reveal":[122],"data's":[124,208],"intrinsic":[125],"structure":[126],"guide":[128],"process":[132,204],"effectively.":[133],"address":[135],"over-inclusivity":[140],"introduced":[141],"relation,":[146],"non-negative":[148],"adjustment":[149],"matrix":[150],"has":[151],"been":[152],"designed":[153],"improve":[155],"stability":[157],"reliability":[159],"Meanwhile,":[163],"explicitly":[165],"models":[166],"between":[170],"enhance":[173],"expressiveness":[175],"relevance":[178],"evaluation.":[179],"Finally,":[180],"strategy":[185],"is":[186],"employed":[187],"preserve":[189],"local":[190],"manifold":[191],"structures":[192],"at":[193],"label":[197],"levels":[198],"simultaneously,":[199],"ensuring":[200],"aligns":[205],"with":[206],"inherent":[209],"patterns.":[210],"Experimental":[211],"results":[212],"demonstrate":[213],"that":[214],"achieves":[216],"superior":[217],"accuracy":[218],"robustness":[220],"across":[221],"multiple":[222],"datasets.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}