{"id":"https://openalex.org/W3161516854","doi":"https://doi.org/10.1145/3447586","title":"Multi-objective Cuckoo Search-based Streaming Feature Selection for Multi-label Dataset","display_name":"Multi-objective Cuckoo Search-based Streaming Feature Selection for Multi-label Dataset","publication_year":2021,"publication_date":"2021-05-19","ids":{"openalex":"https://openalex.org/W3161516854","doi":"https://doi.org/10.1145/3447586","mag":"3161516854"},"language":"en","primary_location":{"id":"doi:10.1145/3447586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447586","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","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/A5029643685","display_name":"Dipanjyoti Paul","orcid":"https://orcid.org/0000-0001-9079-7524"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dipanjyoti Paul","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"raw_orcid":"https://orcid.org/0000-0001-9079-7524","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101929822","display_name":"Rahul Kumar","orcid":"https://orcid.org/0009-0005-7033-2515"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Kumar","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060797340","display_name":"Sriparna Saha","orcid":"https://orcid.org/0000-0001-5458-9381"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriparna Saha","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081683515","display_name":"Jimson Mathew","orcid":"https://orcid.org/0000-0001-8247-9040"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jimson Mathew","raw_affiliation_strings":["Indian Institute of Technology Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":2.4747,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.90654742,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"6","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994999766349792,"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":0.9994999766349792,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cuckoo-search","display_name":"Cuckoo search","score":0.8684906959533691},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7778645753860474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6512768864631653},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5873535871505737},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5320457220077515},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49509063363075256},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4621039628982544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4620387554168701},{"id":"https://openalex.org/keywords/cuckoo","display_name":"Cuckoo","score":0.446293443441391},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.4411422908306122},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39788517355918884},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07032999396324158}],"concepts":[{"id":"https://openalex.org/C117241572","wikidata":"https://www.wikidata.org/wiki/Q5192379","display_name":"Cuckoo search","level":3,"score":0.8684906959533691},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7778645753860474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6512768864631653},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5873535871505737},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5320457220077515},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49509063363075256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4621039628982544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4620387554168701},{"id":"https://openalex.org/C2776810535","wikidata":"https://www.wikidata.org/wiki/Q26381","display_name":"Cuckoo","level":2,"score":0.446293443441391},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4411422908306122},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39788517355918884},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07032999396324158},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"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},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3447586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3447586","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7599999904632568,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1612277053","https://openalex.org/W1638081485","https://openalex.org/W1834568680","https://openalex.org/W1970696760","https://openalex.org/W1972490990","https://openalex.org/W1976744965","https://openalex.org/W1983150145","https://openalex.org/W2000135657","https://openalex.org/W2016944307","https://openalex.org/W2039252507","https://openalex.org/W2046592845","https://openalex.org/W2052684427","https://openalex.org/W2061554433","https://openalex.org/W2063249739","https://openalex.org/W2068512396","https://openalex.org/W2090630554","https://openalex.org/W2109306884","https://openalex.org/W2116661285","https://openalex.org/W2136051823","https://openalex.org/W2152195021","https://openalex.org/W2153338628","https://openalex.org/W2171211995","https://openalex.org/W2175099382","https://openalex.org/W2191619632","https://openalex.org/W2191800066","https://openalex.org/W2237685256","https://openalex.org/W2475990372","https://openalex.org/W2504658994","https://openalex.org/W2507677290","https://openalex.org/W2569112930","https://openalex.org/W2743621318","https://openalex.org/W2749896022","https://openalex.org/W2772296919","https://openalex.org/W2786375215","https://openalex.org/W2890693049","https://openalex.org/W2895547478","https://openalex.org/W2904250082","https://openalex.org/W2907868678","https://openalex.org/W2911627187","https://openalex.org/W2911681169","https://openalex.org/W2998383808","https://openalex.org/W3100535899","https://openalex.org/W4408083158"],"related_works":["https://openalex.org/W3183935101","https://openalex.org/W3004779303","https://openalex.org/W2765530022","https://openalex.org/W4309048563","https://openalex.org/W2755443890","https://openalex.org/W2980152930","https://openalex.org/W2780013245","https://openalex.org/W25690811","https://openalex.org/W164326178","https://openalex.org/W2607258344"],"abstract_inverted_index":{"The":[0,134,188,211,227,280],"feature":[1,82,95,103,172,225,236,277,288,306],"selection":[2,69,83,104,173,197,202,237,278,289,307],"method":[3,198,229],"is":[4,219],"the":[5,19,51,63,68,80,102,138,151,154,160,179,196,201,207,215,223,234,241,248,252,274,293,295,305],"process":[6,105,308],"of":[7,22,66,99,214,233,254,297],"selecting":[8],"only":[9],"relevant":[10],"features":[11,17,23,40,52,100,162,242,249],"by":[12],"removing":[13],"irrelevant":[14],"or":[15,96],"redundant":[16],"amongst":[18,148,153],"large":[20],"number":[21],"that":[24,119,137],"are":[25,53,115,140,182,191,283],"used":[26,220,271],"to":[27,59,74,87,107,126,158,184,199,205,221,272],"represent":[28],"data.":[29],"Nowadays,":[30],"many":[31,116,286],"application":[32,117],"domains":[33,118,262],"especially":[34],"social":[35],"media":[36],"networks,":[37],"generate":[38,120],"new":[39,94],"continuously":[41],"at":[42],"different":[43],"time":[44,92,209],"stamps.":[45],"In":[46,166],"such":[47,263],"a":[48,76,93,97,185,255],"scenario,":[49],"when":[50,240,247],"arriving":[54],"in":[55,111,251,304],"an":[56],"online":[57],"fashion,":[58],"cope":[60],"up":[61],"with":[62,285],"continuous":[64,77],"arrival":[65],"features,":[67],"task":[70],"must":[71],"also":[72],"have":[73,145,269],"be":[75,88,108,310],"process.":[78],"Therefore,":[79],"streaming":[81,171,235,276],"based":[84],"approach":[85,218],"has":[86,106],"incorporated,":[89],"i.e.,":[90],"every":[91],"group":[98],"arrives,":[101],"invoked.":[109],"Again,":[110],"recent":[112],"years,":[113],"there":[114],"data":[121,177],"where":[122,178],"samples":[123],"may":[124,144],"belong":[125],"more":[127],"than":[128],"one":[129],"classes":[130],"called":[131],"multi-label":[132,176,258],"dataset.":[133],"multiple":[135,164,180,299],"labels":[136,156,181,190],"instances":[139],"being":[141],"associated":[142],"with,":[143],"some":[146],"dependencies":[147],"themselves.":[149],"Finding":[150],"co-relation":[152,303],"class":[155],"helps":[157],"select":[159,222],"discriminative":[161],"across":[163],"labels.":[165],"this":[167],"article,":[168],"we":[169],"develop":[170],"methods":[174,282,290],"for":[175],"reduced":[183],"lower-dimensional":[186],"space.":[187],"similar":[189],"grouped":[192],"together":[193],"before":[194],"performing":[195],"improve":[200],"quality":[203],"and":[204,245,267,291,301],"make":[206],"model":[208],"efficient.":[210],"multi-objective":[212],"version":[213],"cuckoo":[216],"search-based":[217],"optimal":[224],"set.":[226],"proposed":[228,281],"develops":[230],"two":[231],"versions":[232],"method:":[238],")":[239,246],"arrive":[243,250],"individually":[244],"form":[253],"batch.":[256],"Various":[257],"datasets":[259],"from":[260,292],"various":[261],"as":[264],"text,":[265],"biology,":[266],"audio":[268],"been":[270],"test":[273],"developed":[275],"methods.":[279],"compared":[284],"previous":[287],"comparison,":[294],"superiority":[296],"using":[298],"objectives":[300],"label":[302],"can":[309],"established.":[311]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
