{"id":"https://openalex.org/W4295768105","doi":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882644","title":"Kernel Fuzzy Clustering based on Quasi-Monte Carlo Feature Map with Neighbor Affinity Constraint","display_name":"Kernel Fuzzy Clustering based on Quasi-Monte Carlo Feature Map with Neighbor Affinity Constraint","publication_year":2022,"publication_date":"2022-07-18","ids":{"openalex":"https://openalex.org/W4295768105","doi":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882644"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee55066.2022.9882644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882644","pdf_url":null,"source":{"id":"https://openalex.org/S4363608205","display_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5048056286","display_name":"Wenpu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenpu Zhang","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020997572","display_name":"Yingying Guo","orcid":"https://orcid.org/0000-0002-9615-9424"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Guo","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733180","display_name":"Rongrong Wang","orcid":"https://orcid.org/0000-0003-0615-0838"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongrong Wang","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057655617","display_name":"Jin Zhou","orcid":"https://orcid.org/0000-0003-2447-3606"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Zhou","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101473032","display_name":"Hui Jiang","orcid":"https://orcid.org/0000-0002-0664-1728"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hui Jiang","raw_affiliation_strings":["Chinabond Fintech Information Technology Co. Ltd.,Development and Test Center,Beijing,China,100032"],"affiliations":[{"raw_affiliation_string":"Chinabond Fintech Information Technology Co. Ltd.,Development and Test Center,Beijing,China,100032","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066065570","display_name":"Shiyuan Han","orcid":"https://orcid.org/0000-0001-6141-6497"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyuan Han","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636014","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-4477-8741"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042749876","display_name":"Tao Du","orcid":"https://orcid.org/0000-0002-6346-5636"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Du","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102000879","display_name":"Ke Ji","orcid":"https://orcid.org/0000-0003-0761-6484"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Ji","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5048056286"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.0599,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26914302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9955000281333923,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9919999837875366,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/cluster-analysis","display_name":"Cluster analysis","score":0.5891104936599731},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5715346932411194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4997124671936035},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.4689621031284332},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4424508810043335},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4269484281539917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40888169407844543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3895930349826813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38753822445869446},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38243669271469116},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3351026177406311},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.19518285989761353}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5891104936599731},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5715346932411194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4997124671936035},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.4689621031284332},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4424508810043335},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4269484281539917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40888169407844543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3895930349826813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38753822445869446},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38243669271469116},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3351026177406311},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.19518285989761353},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee55066.2022.9882644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee55066.2022.9882644","pdf_url":null,"source":{"id":"https://openalex.org/S4363608205","display_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1985702987","https://openalex.org/W1995450389","https://openalex.org/W2029073757","https://openalex.org/W2055663168","https://openalex.org/W2097502977","https://openalex.org/W2144902422","https://openalex.org/W2616566795","https://openalex.org/W2790764460","https://openalex.org/W2906138683","https://openalex.org/W2910856368","https://openalex.org/W2911008619","https://openalex.org/W2922101780","https://openalex.org/W2990604239","https://openalex.org/W3037379195","https://openalex.org/W3046676927","https://openalex.org/W3120740533","https://openalex.org/W3129084361","https://openalex.org/W3135013162","https://openalex.org/W3184083044","https://openalex.org/W6681302627","https://openalex.org/W6681671729"],"related_works":["https://openalex.org/W2389934482","https://openalex.org/W2165695836","https://openalex.org/W2182561586","https://openalex.org/W4241252752","https://openalex.org/W3176177124","https://openalex.org/W2884893917","https://openalex.org/W1491908038","https://openalex.org/W3168768270","https://openalex.org/W10939515","https://openalex.org/W2295195969"],"abstract_inverted_index":{"In":[0,106],"recent":[1],"years,":[2],"kernel-based":[3],"fuzzy":[4,93],"clustering":[5,29,84,94],"has":[6],"attracted":[7],"significant":[8],"attention,":[9],"primarily":[10],"benefiting":[11],"from":[12],"the":[13,18,45,54,65,71,77,83,109,117,125,129,137,142,147,150,154,159,170,175,188,191],"outstanding":[14],"performance":[15],"of":[16,60,141,149,163,190],"capturing":[17],"potential":[19],"non-linear":[20,183],"structure":[21,67,139],"in":[22,70,82],"data":[23,72,80,143],"clustering.":[24],"However,":[25],"many":[26],"existing":[27],"kernel":[28,55,92,119],"methods":[30],"are":[31],"not":[32,75],"available":[33],"for":[34],"large":[35],"datasets":[36,186],"due":[37],"to":[38,52,115,123,135,168,174],"computational":[39,126],"costs.":[40,127],"To":[41],"overcome":[42],"this":[43,58,107],"limitation,":[44],"low-rank":[46],"random":[47],"feature":[48,61,99],"map":[49,100],"is":[50,113,133,166],"utilized":[51,167],"approximate":[53,116],"space.":[56],"Nevertheless,":[57],"kind":[59],"approximation":[62],"method":[63,112,165],"ignores":[64],"graph":[66,138],"information":[68,140],"hidden":[69],"and":[73,144,153,184],"does":[74],"take":[76],"correlations":[78],"between":[79],"samples":[81],"into":[85],"account.":[86],"Thus,":[87],"we":[88],"present":[89],"a":[90],"new":[91],"based":[95],"on":[96,181],"Quasi-Monte":[97,110],"Carlo":[98,111],"with":[101,172],"neighbor":[102,130,176],"affinity":[103,131,177],"constraint":[104,132],"(Na_QMC_KFC).":[105],"scheme,":[108],"adopted":[114],"Gaussian":[118],"function":[120],"so":[121],"as":[122],"reduce":[124],"Meanwhile,":[128],"designed":[134],"maintain":[136],"further":[145],"facilitate":[146],"consistency":[148],"membership":[151],"degrees":[152],"raw":[155],"data.":[156],"What\u2019s":[157],"more,":[158],"Alternating":[160],"Direction":[161],"Method":[162],"Multipliers":[164],"optimize":[169],"problem":[171],"respect":[173],"lasso.":[178],"The":[179],"experiments":[180],"several":[182],"real-world":[185],"exhibits":[187],"efficiency":[189],"presented":[192],"algorithm.":[193]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
