{"id":"https://openalex.org/W2096837800","doi":"https://doi.org/10.1109/ijcnn.2007.4371225","title":"Controlled Competitive Learning: Extending Competitive Learning to Supervised Learning","display_name":"Controlled Competitive Learning: Extending Competitive Learning to Supervised Learning","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2096837800","doi":"https://doi.org/10.1109/ijcnn.2007.4371225","mag":"2096837800"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4371225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371225","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-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/A5086064554","display_name":"Ryotaro Kamimura","orcid":null},"institutions":[{"id":"https://openalex.org/I1314466530","display_name":"Tokai University","ror":"https://ror.org/01p7qe739","country_code":"JP","type":"education","lineage":["https://openalex.org/I1314466530"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryotaro Kamimura","raw_affiliation_strings":["Information Science Laboratory, Information Technology Center, Tokai University, Hiratsuka, Kanagawa, Japan","Tokai Univ., Hiratsuka"],"affiliations":[{"raw_affiliation_string":"Information Science Laboratory, Information Technology Center, Tokai University, Hiratsuka, Kanagawa, Japan","institution_ids":["https://openalex.org/I1314466530"]},{"raw_affiliation_string":"Tokai Univ., Hiratsuka","institution_ids":["https://openalex.org/I1314466530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086064554"],"corresponding_institution_ids":["https://openalex.org/I1314466530"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19945726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"1767","last_page":"1773"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9947999715805054,"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/T10320","display_name":"Neural Networks and Applications","score":0.9947999715805054,"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/T10057","display_name":"Face and Expression Recognition","score":0.9646999835968018,"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"}},{"id":"https://openalex.org/T12261","display_name":"Statistical Mechanics and Entropy","score":0.9190000295639038,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.9079062342643738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7069295644760132},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.7011474370956421},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.6913292407989502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6806023120880127},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5950771570205688},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5237574577331543},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.5075775384902954},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4992704391479492},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.49864792823791504},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.42038044333457947},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41763025522232056}],"concepts":[{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.9079062342643738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7069295644760132},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.7011474370956421},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.6913292407989502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6806023120880127},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5950771570205688},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5237574577331543},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.5075775384902954},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4992704391479492},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.49864792823791504},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.42038044333457947},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41763025522232056},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4371225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371225","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1490454746","https://openalex.org/W1679913846","https://openalex.org/W1825077972","https://openalex.org/W1993162833","https://openalex.org/W2011206281","https://openalex.org/W2045908891","https://openalex.org/W2069451000","https://openalex.org/W2620711578","https://openalex.org/W3143059483","https://openalex.org/W4213332169","https://openalex.org/W6738904343"],"related_works":["https://openalex.org/W2749300598","https://openalex.org/W2098239572","https://openalex.org/W1756896031","https://openalex.org/W2096837800","https://openalex.org/W1549064177","https://openalex.org/W1571236831","https://openalex.org/W4389256085","https://openalex.org/W2533998516","https://openalex.org/W4312731500","https://openalex.org/W2060183742"],"abstract_inverted_index":{"We":[0,112],"have":[1],"used":[2],"competitive":[3,7,20,37,54,75,146,174],"learning":[4,8,21,26,38,55,76,136],"and":[5,27,42,148],"information-theoretic":[6],"for":[9],"data":[10],"analyses.":[11],"Though":[12],"better":[13],"interpretation":[14,150],"of":[15,126,142,145,151,171],"connection":[16,153],"weights":[17],"is":[18,22,59,69,83,103,167],"possible,":[19],"limited":[23],"to":[24,35,39,46,73,77,85,92,107,116],"unsupervised":[25],"supervised":[28,40,78],"classification.":[29],"In":[30,100,155],"this":[31,102],"context,":[32],"we":[33,51,157],"try":[34],"extend":[36,44,74],"learning,":[41],"also":[43],"it":[45],"continuous":[47],"targets.":[48],"For":[49],"this,":[50],"introduce":[52],"controlled":[53,173],"in":[56,140],"which":[57],"competition":[58],"guided":[60],"by":[61,163],"error":[62],"signals":[63],"from":[64],"an":[65,117],"output":[66],"layer.":[67],"This":[68],"a":[70,87,104,161],"new":[71,88,105],"approach":[72,106],"learning.":[79,175],"Then,":[80],"the":[81,97,109,114,143,149,164,172],"method":[82,91,115],"considered":[84],"be":[86,138],"simple":[89],"computational":[90],"train":[93,108],"hierarchical":[94],"networks":[95],"with":[96],"winner-take-all":[98],"algorithm.":[99],"addition,":[101,156],"RBF":[110],"networks.":[111],"apply":[113],"artificial":[118],"problem":[119],"as":[120,122],"well":[121],"actual":[123],"conjoint":[124],"analyses":[125],"information":[127],"science":[128],"education.":[129],"The":[130],"results":[131],"show":[132],"that":[133,160],"more":[134],"efficient":[135],"can":[137,158],"demonstrated":[139],"terms":[141],"number":[144],"units":[147],"final":[152],"weights.":[154],"say":[159],"result":[162],"regression":[165],"analysis":[166],"only":[168],"one":[169],"aspect":[170]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
