{"id":"https://openalex.org/W2952793289","doi":"https://doi.org/10.1109/access.2019.2921832","title":"Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning","display_name":"Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2952793289","doi":"https://doi.org/10.1109/access.2019.2921832","mag":"2952793289"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2921832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2921832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08733796.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08733796.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038939201","display_name":"Naoki Masuyama","orcid":"https://orcid.org/0000-0002-2886-1588"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Naoki Masuyama","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan","ORCiD"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063587446","display_name":"Chu Kiong Loo","orcid":"https://orcid.org/0000-0001-7867-2665"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chu Kiong Loo","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","ORCiD"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"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":"Hisao Ishibuchi","raw_affiliation_strings":["Shenzhen Key Laboratory of Computational Intelligence, University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","Department of Computer Science and Engineering, Shenzhen Key Laboratory of Computational Intelligence, University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Computational Intelligence, University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shenzhen Key Laboratory of Computational Intelligence, University Key Laboratory of Evolving Intelligent Systems of Guangdong Province, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074076109","display_name":"Naoyuki Kubota","orcid":"https://orcid.org/0000-0001-8829-037X"},"institutions":[{"id":"https://openalex.org/I69740276","display_name":"Tokyo Metropolitan University","ror":"https://ror.org/00ws30h19","country_code":"JP","type":"education","lineage":["https://openalex.org/I69740276"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoyuki Kubota","raw_affiliation_strings":["Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Systems Design, Tokyo Metropolitan University, Tokyo, Japan","institution_ids":["https://openalex.org/I69740276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004957967","display_name":"Yusuke Nojima","orcid":"https://orcid.org/0000-0003-4853-1305"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Nojima","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100726685","display_name":"Yiping Liu","orcid":"https://orcid.org/0000-0001-7340-2551"},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yiping Liu","raw_affiliation_strings":["Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Osaka Prefecture University, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038939201"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.309,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.91154607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"76920","last_page":"76936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.998199999332428,"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":0.998199999332428,"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/T11309","display_name":"Music and Audio Processing","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T14394","display_name":"Cognitive Science and Education Research","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adaptive-resonance-theory","display_name":"Adaptive resonance theory","score":0.8214519023895264},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7056507468223572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5709124207496643},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.5103215575218201},{"id":"https://openalex.org/keywords/resonance","display_name":"Resonance (particle physics)","score":0.4383491277694702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3360341787338257},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.32234930992126465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2812926173210144},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2454732358455658},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.20615702867507935},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.11442774534225464},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11000072956085205},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1099596619606018}],"concepts":[{"id":"https://openalex.org/C115755159","wikidata":"https://www.wikidata.org/wiki/Q352487","display_name":"Adaptive resonance theory","level":3,"score":0.8214519023895264},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7056507468223572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5709124207496643},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.5103215575218201},{"id":"https://openalex.org/C139210041","wikidata":"https://www.wikidata.org/wiki/Q2145840","display_name":"Resonance (particle physics)","level":2,"score":0.4383491277694702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3360341787338257},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32234930992126465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2812926173210144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2454732358455658},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.20615702867507935},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.11442774534225464},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11000072956085205},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1099596619606018}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2921832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2921832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08733796.pdf","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:eprints.um.edu.my:24041","is_oa":false,"landing_page_url":"http://eprints.um.edu.my/24041/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400330","display_name":"The University of Malaya Research Repository (University of Malaya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I33849332","host_organization_name":"University of Malaya","host_organization_lineage":["https://openalex.org/I33849332"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:4419944b5fac4f8f99a8619d150fdbef","is_oa":true,"landing_page_url":"https://doaj.org/article/4419944b5fac4f8f99a8619d150fdbef","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 7, Pp 76920-76936 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2921832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2921832","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08733796.pdf","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/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G12401395","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2607551084","display_name":null,"funder_award_id":"ZDSYS201703031748284","funder_id":"https://openalex.org/F4320326705","funder_display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality"},{"id":"https://openalex.org/G2742591355","display_name":null,"funder_award_id":"201611","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2811237814","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3637990122","display_name":null,"funder_award_id":"ZDSYS201703031748284","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3795881835","display_name":null,"funder_award_id":"2016112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3811205508","display_name":null,"funder_award_id":"FG003-17AFR","funder_id":"https://openalex.org/F4320322604","funder_display_name":"Universiti Malaya"},{"id":"https://openalex.org/G3814908347","display_name":null,"funder_award_id":"KQTD2016112514355531","funder_id":"https://openalex.org/F4320335790","funder_display_name":"Shenzhen Peacock Plan"},{"id":"https://openalex.org/G3866723802","display_name":null,"funder_award_id":"201703","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3981288785","display_name":null,"funder_award_id":"N62909-18-1","funder_id":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5037528800","display_name":null,"funder_award_id":"ONRG-NICOP-N62909-18-1-2086","funder_id":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global"},{"id":"https://openalex.org/G521923880","display_name":null,"funder_award_id":"KQTD2016112514355531","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5453749167","display_name":null,"funder_award_id":"LEADER","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G5859296700","display_name":null,"funder_award_id":"61876075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7599130655","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G7693551792","display_name":null,"funder_award_id":"(MEXT)","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G8044579487","display_name":null,"funder_award_id":"Japan","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G8435032178","display_name":null,"funder_award_id":"2017ZT07X386","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G932316202","display_name":null,"funder_award_id":"2017KSYS008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322604","display_name":"Universiti Malaya","ror":"https://ror.org/00rzspn62"},{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320335790","display_name":"Shenzhen Peacock Plan","ror":null},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320338298","display_name":"Office of Naval Research Global","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2952793289.pdf","grobid_xml":"https://content.openalex.org/works/W2952793289.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1521993350","https://openalex.org/W1967764809","https://openalex.org/W2005312922","https://openalex.org/W2010150441","https://openalex.org/W2012611887","https://openalex.org/W2027548969","https://openalex.org/W2029075744","https://openalex.org/W2030094887","https://openalex.org/W2046372172","https://openalex.org/W2049633694","https://openalex.org/W2057923756","https://openalex.org/W2061761368","https://openalex.org/W2090803355","https://openalex.org/W2099706623","https://openalex.org/W2106304233","https://openalex.org/W2118020555","https://openalex.org/W2120250216","https://openalex.org/W2131838522","https://openalex.org/W2135160607","https://openalex.org/W2138754805","https://openalex.org/W2143248815","https://openalex.org/W2150159007","https://openalex.org/W2150593711","https://openalex.org/W2156909104","https://openalex.org/W2159110831","https://openalex.org/W2165533158","https://openalex.org/W2170505850","https://openalex.org/W2342650393","https://openalex.org/W2565516711","https://openalex.org/W2588594309","https://openalex.org/W2747308919","https://openalex.org/W2759483166","https://openalex.org/W2767740307","https://openalex.org/W2769161142","https://openalex.org/W2899023105","https://openalex.org/W2901081365","https://openalex.org/W3024853581","https://openalex.org/W3120740533","https://openalex.org/W4235169531","https://openalex.org/W4246219036","https://openalex.org/W4252684946","https://openalex.org/W4254481081","https://openalex.org/W6631372073","https://openalex.org/W6680294583","https://openalex.org/W6684430665","https://openalex.org/W6733812200","https://openalex.org/W6756009022"],"related_works":["https://openalex.org/W2966075558","https://openalex.org/W2278044631","https://openalex.org/W2991009609","https://openalex.org/W2111711040","https://openalex.org/W3004913387","https://openalex.org/W2779645346","https://openalex.org/W2040737188","https://openalex.org/W2060992393","https://openalex.org/W3182860318","https://openalex.org/W3090006299"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,34,37,65,90,118],"topological":[4,9,51,76,116,157],"clustering":[5,52,158],"algorithm":[6,25,88,140],"by":[7,114],"integrating":[8],"structure":[10,111],"and":[11,41,93,149],"information":[12],"theoretic":[13],"learning,":[14],"i.e.,":[15],"correntropy,":[16],"into":[17],"adaptive":[18],"resonance":[19],"theory":[20],"(ART).":[21],"Specifically,":[22],"the":[23,27,49,80,86,95,105,109,115,123,130,138,147,150,155],"proposed":[24,87,131,139],"utilizes":[26],"correntropy":[28],"induced":[29],"metric":[30],"(CIM)":[31],"for":[32],"defining":[33],"similarity":[35],"measure,":[36],"node":[38,124],"insertion":[39,125],"criterion,":[40],"an":[42],"edge":[43],"creation":[44],"criterion.":[45],"Other":[46],"types":[47],"of":[48,68,82,97],"ART-based":[50],"algorithms":[53,59],"have":[54,60],"been":[55],"developed,":[56],"however,":[57],"these":[58],"various":[61],"drawbacks":[62],"such":[63],"as":[64],"large":[66],"number":[67,96],"parameters,":[69],"sensitivity":[70],"to":[71,100,107,129,146],"noisy":[72],"data.":[73,83],"Moreover,":[74],"generated":[75],"networks":[77],"cannot":[78],"represent":[79],"distribution":[81],"In":[84],"contrast,":[85],"realizes":[89],"stable":[91],"computation":[92],"reduces":[94],"parameters":[98],"compared":[99,153],"existing":[101],"algorithms.":[102,159],"Furthermore,":[103],"improving":[104],"ability":[106],"express":[108],"data":[110],"more":[112],"appropriately":[113],"network,":[117],"mechanism":[119],"that":[120,137],"adaptively":[121],"controls":[122],"criterion":[126],"is":[127],"introduced":[128],"algorithm.":[132],"The":[133],"experimental":[134],"results":[135],"showed":[136],"has":[141],"superior":[142],"performance":[143],"with":[144,154],"respect":[145],"self-organizing":[148],"classification":[151],"abilities":[152],"state-of-the-art":[156]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}