{"id":"https://openalex.org/W2769783658","doi":"https://doi.org/10.1109/access.2017.2777888","title":"Multi-Task Multi-View Learning Based on Cooperative Multi-Objective Optimization","display_name":"Multi-Task Multi-View Learning Based on Cooperative Multi-Objective Optimization","publication_year":2017,"publication_date":"2017-11-29","ids":{"openalex":"https://openalex.org/W2769783658","doi":"https://doi.org/10.1109/access.2017.2777888","mag":"2769783658"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2777888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2777888","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2777888","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101674728","display_name":"Di Zhou","orcid":"https://orcid.org/0000-0002-7191-3400"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Di Zhou","raw_affiliation_strings":["School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712167","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9548-0411"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I354108","display_name":"Minjiang University","ror":"https://ror.org/00s7tkw17","country_code":"CN","type":"education","lineage":["https://openalex.org/I354108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","School of Digital Media, Jiangnan University, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Information Processing and Intelligent Control, Minjiang University, Fuzhou, China","institution_ids":["https://openalex.org/I354108"]},{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015188333","display_name":"Bin Jiang","orcid":"https://orcid.org/0000-0001-6911-7424"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Jiang","raw_affiliation_strings":["School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020119195","display_name":"Hua Guo","orcid":"https://orcid.org/0000-0003-0672-3245"},"institutions":[{"id":"https://openalex.org/I4210158071","display_name":"Wuxi People's Hospital","ror":"https://ror.org/05pb5hm55","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158071"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Guo","raw_affiliation_strings":["Department of General Practice, Wuxi People\u2019s Hospital, Wuxi, China","Department of General Practice, Wuxi People's Hospital, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of General Practice, Wuxi People\u2019s Hospital, Wuxi, China","institution_ids":["https://openalex.org/I4210158071"]},{"raw_affiliation_string":"Department of General Practice, Wuxi People's Hospital, Wuxi, China","institution_ids":["https://openalex.org/I4210158071"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100349254","display_name":"Yajun Li","orcid":"https://orcid.org/0000-0002-5863-5821"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajun Li","raw_affiliation_strings":["School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Design Art and Media, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101674728"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.1083,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92864129,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"19465","last_page":"19477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9994999766349792,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9976999759674072,"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/T11115","display_name":"Topology Optimization in Engineering","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.7732837200164795},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5833904147148132},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5539905428886414},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5327962040901184},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5305177569389343},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5201033353805542},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5191632509231567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49187755584716797},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4156007468700409},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37901178002357483},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24003201723098755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12513455748558044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732837200164795},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5833904147148132},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5539905428886414},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5327962040901184},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5305177569389343},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5201033353805542},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5191632509231567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49187755584716797},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4156007468700409},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37901178002357483},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24003201723098755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12513455748558044},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2777888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2777888","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b7ead3b2665a45a2b224b3a8fb43afb1","is_oa":true,"landing_page_url":"https://doaj.org/article/b7ead3b2665a45a2b224b3a8fb43afb1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 19465-19477 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2777888","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2777888","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1658813179","display_name":null,"funder_award_id":"30917013107","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G1708000511","display_name":null,"funder_award_id":"BK20130160","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5016354363","display_name":null,"funder_award_id":"61300151","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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2466795","https://openalex.org/W45551751","https://openalex.org/W1566399673","https://openalex.org/W1570978137","https://openalex.org/W1587294773","https://openalex.org/W1985583020","https://openalex.org/W1999127798","https://openalex.org/W2007972815","https://openalex.org/W2010430916","https://openalex.org/W2018540854","https://openalex.org/W2020320008","https://openalex.org/W2033630480","https://openalex.org/W2042041679","https://openalex.org/W2049538695","https://openalex.org/W2061572659","https://openalex.org/W2061883483","https://openalex.org/W2072942628","https://openalex.org/W2074445565","https://openalex.org/W2085789144","https://openalex.org/W2117346966","https://openalex.org/W2117595234","https://openalex.org/W2121468396","https://openalex.org/W2123859926","https://openalex.org/W2126105956","https://openalex.org/W2126116132","https://openalex.org/W2131183806","https://openalex.org/W2146726073","https://openalex.org/W2152195021","https://openalex.org/W2160730401","https://openalex.org/W2169245194","https://openalex.org/W2242505563","https://openalex.org/W2402846924","https://openalex.org/W2403395216","https://openalex.org/W2525539552","https://openalex.org/W2543580944","https://openalex.org/W2600323747","https://openalex.org/W4300106150","https://openalex.org/W6601786222","https://openalex.org/W6634261079","https://openalex.org/W6678739253","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2132113279","https://openalex.org/W2368795850","https://openalex.org/W2113224065"],"abstract_inverted_index":{"Traditional":[0],"multi-task":[1],"multi-view":[2],"(MTMV)":[3],"models":[4],"work":[5],"under":[6],"the":[7,23,26,48,60,66,98,123,126,132],"single-objective":[8,62],"learning":[9,39,64],"framework":[10],"and":[11,77,108],"cannot":[12],"incorporate":[13],"too":[14],"many":[15],"regularization":[16],"terms,":[17],"which":[18],"are":[19],"primarily":[20],"attributed":[21],"to":[22,96],"utilization":[24],"of":[25,104,125],"conventional":[27],"numerical":[28],"optimization":[29,56,90,100],"methods.":[30,136],"To":[31],"this":[32,44,116],"end,":[33],"a":[34,54,105,109],"cooperative":[35,85],"multi-objective":[36,55,86,99],"MTMV":[37,49,63],"(CMO-MTMV)":[38],"method":[40,69,129],"is":[41,51,93],"proposed":[42,67,127],"in":[43,113],"paper.":[45],"In":[46],"CMO-MTMV,":[47],"problem":[50],"formulated":[52],"as":[53,80],"problem.":[57,101],"Compared":[58],"with":[59,131],"existing":[61],"methods,":[65],"CMO-MTMV":[68,128],"integrates":[70],"more":[71],"relations,":[72],"including":[73],"task-task,":[74],"view-view,":[75],"instance-instance,":[76],"feature-feature":[78],"relations":[79],"multiple":[81],"objectives.":[82],"An":[83],"effective":[84],"quantum-behaved":[87],"particle":[88],"swarm":[89],"(CMOQPSO)":[91],"algorithm":[92,117],"further":[94],"developed":[95],"solve":[97],"The":[102,119],"integration":[103],"multi-swarm":[106],"scheme":[107],"local":[110],"communication":[111],"strategy":[112],"CMOQPSO":[114],"renders":[115],"efficient.":[118],"experimental":[120],"results":[121],"verify":[122],"superiority":[124],"compared":[130],"several":[133],"state-of-the-art":[134],"machine-learning":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
