{"id":"https://openalex.org/W2131042662","doi":"https://doi.org/10.1109/grc.2006.1635832","title":"Fuzzy kernel clustering based on particle swarm optimization","display_name":"Fuzzy kernel clustering based on particle swarm optimization","publication_year":2006,"publication_date":"2006-06-08","ids":{"openalex":"https://openalex.org/W2131042662","doi":"https://doi.org/10.1109/grc.2006.1635832","mag":"2131042662"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2006.1635832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5021754471","display_name":"Libiao Zhang","orcid":"https://orcid.org/0000-0002-6919-7695"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"None Libiao Zhang","raw_affiliation_strings":["[College of Computer Science and Technology, Key Laboratory for Symbol Computation and Knowledge Engineering of the National Education Ministry of China, Jilin University, Changchun, China]"],"affiliations":[{"raw_affiliation_string":"[College of Computer Science and Technology, Key Laboratory for Symbol Computation and Knowledge Engineering of the National Education Ministry of China, Jilin University, Changchun, China]","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079746101","display_name":"Chunguang Zhou","orcid":"https://orcid.org/0000-0002-5269-2526"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"funder","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"None Chunguang Zhou","raw_affiliation_strings":["[College of Computer Science and Technology, Key Laboratory for Symbol Computation and Knowledge Engineering of the National Education Ministry of China, Jilin University, Changchun, China]"],"affiliations":[{"raw_affiliation_string":"[College of Computer Science and Technology, Key Laboratory for Symbol Computation and Knowledge Engineering of the National Education Ministry of China, Jilin University, Changchun, China]","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735372","display_name":"Ming Ma","orcid":"https://orcid.org/0000-0002-6658-8252"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"None Ming Ma","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100370791","display_name":"Xiaohua Liu","orcid":"https://orcid.org/0000-0003-0427-2452"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"None Xiaohua Liu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100736805","display_name":"Chunxia Li","orcid":"https://orcid.org/0000-0002-4761-3870"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"None Chunxia Li","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101970868","display_name":"Caitang Sun","orcid":"https://orcid.org/0000-0001-6138-3824"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"None Caitang Sun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100348904","display_name":"Miao Liu","orcid":"https://orcid.org/0000-0002-6650-9972"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"None Miao Liu","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.101,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":6,"citation_normalized_percentile":{"value":0.862846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":79},"biblio":{"volume":null,"issue":null,"first_page":"428","last_page":"430"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.999,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.999,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.989,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9879,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/kernel","display_name":"Kernel (algebra)","score":0.6672783},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.57846117}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6770031},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6672783},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6470391},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.57846117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4879529},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4529258},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.4509187},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4310242},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39852852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3964405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36990082},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36398685},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36113834},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.070403814},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2006.1635832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":11,"referenced_works":["https://openalex.org/W1894638867","https://openalex.org/W1982804054","https://openalex.org/W2010098844","https://openalex.org/W2109364787","https://openalex.org/W2141249818","https://openalex.org/W2152195021","https://openalex.org/W2160829192","https://openalex.org/W2165299997","https://openalex.org/W2293567294","https://openalex.org/W2355860427","https://openalex.org/W30994277"],"related_works":["https://openalex.org/W4309434778","https://openalex.org/W4287868543","https://openalex.org/W4283773090","https://openalex.org/W4226299596","https://openalex.org/W3214759249","https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W2358550275","https://openalex.org/W2355833770","https://openalex.org/W1985458517"],"abstract_inverted_index":{"A":[0],"novel":[1],"fuzzy":[2],"kernel":[3,37,121],"clustering":[4,122],"algorithm":[5,13,19,78,123],"is":[6,20,61,98],"presented":[7],"based":[8,66,124],"on":[9,67,105,125],"Particle":[10],"Swarm":[11],"Optimization":[12],"(PSO).":[14],"The":[15,58,109],"idea":[16],"of":[17,70,91,111,119],"the":[18,23,26,40,54,64,77,87,94,106,115,120],"firstly":[21],"map":[22],"data":[24,41],"in":[25,53,72],"original":[27],"space":[28,33],"to":[29,44],"a":[30,80,101],"high-dimensional":[31],"feature":[32,73],"by":[34,63],"using":[35],"Mercer":[36],"functions":[38],"where":[39],"are":[42],"expected":[43],"be":[45],"more":[46],"separable":[47],"then":[48],"perform":[49],"Fuzzy":[50],"C-means":[51],"(FCM)":[52],"high":[55],"dimensional":[56],"space.":[57],"iteration":[59],"process":[60],"replaced":[62],"PSO":[65],"gradient":[68],"descent":[69],"FCM":[71,97],"space,":[74],"which":[75],"makes":[76],"have":[79],"strong":[81],"global":[82],"searching":[83],"capacity":[84],"and":[85,117],"avoids":[86],"local":[88],"minimum":[89],"problems":[90],"FCM.":[92],"At":[93],"same":[95],"time,":[96],"no":[99],"longer":[100],"large":[102],"degree":[103],"dependent":[104],"initialization":[107],"values.":[108],"results":[110],"simulation":[112],"experiments":[113],"show":[114],"feasibility":[116],"effectiveness":[118],"PSO.":[126]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2131042662","counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-04-19T21:30:09.643441","created_date":"2016-06-24"}