{"id":"https://openalex.org/W2750508165","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015529","title":"Fuzzy clustering of multi-view relational data with pairwise constraints","display_name":"Fuzzy clustering of multi-view relational data with pairwise constraints","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2750508165","doi":"https://doi.org/10.1109/fuzz-ieee.2017.8015529","mag":"2750508165"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2017.8015529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5079363049","display_name":"Diogo Philippini Pontual Branco","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Diogo P. P. Branco","raw_affiliation_strings":["Centro de Informtica (CIn), Universidade Federal de Pernambuco (UFPE), Recife, Pernambuco"],"affiliations":[{"raw_affiliation_string":"Centro de Informtica (CIn), Universidade Federal de Pernambuco (UFPE), Recife, Pernambuco","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079004987","display_name":"Francisco de A.T. de Carvalho","orcid":"https://orcid.org/0000-0003-1128-745X"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco de A. T. de Carvalho","raw_affiliation_strings":["Centro de Informtica (CIn), Universidade Federal de Pernambuco (UFPE), Recife, Pernambuco"],"affiliations":[{"raw_affiliation_string":"Centro de Informtica (CIn), Universidade Federal de Pernambuco (UFPE), Recife, Pernambuco","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5079363049"],"corresponding_institution_ids":["https://openalex.org/I25112270"],"apc_list":null,"apc_paid":null,"fwci":0.195,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61980728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9958000183105469,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9958000183105469,"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/T11106","display_name":"Data Management and Algorithms","score":0.9940000176429749,"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/T10057","display_name":"Face and Expression Recognition","score":0.9736999869346619,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.769951343536377},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6775177717208862},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6482797861099243},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.617926299571991},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5672969222068787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5295572876930237},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.5261433124542236},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5033771395683289},{"id":"https://openalex.org/keywords/flame-clustering","display_name":"FLAME clustering","score":0.5031458735466003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46543067693710327},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4635298550128937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4238639175891876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.363574743270874},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.23664161562919617}],"concepts":[{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.769951343536377},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6775177717208862},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6482797861099243},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.617926299571991},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5672969222068787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5295572876930237},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.5261433124542236},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5033771395683289},{"id":"https://openalex.org/C44859942","wikidata":"https://www.wikidata.org/wiki/Q5426511","display_name":"FLAME clustering","level":5,"score":0.5031458735466003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46543067693710327},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4635298550128937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4238639175891876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.363574743270874},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.23664161562919617},{"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-ieee.2017.8015529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2017.8015529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1479807131","https://openalex.org/W1968247965","https://openalex.org/W1992419399","https://openalex.org/W1995450389","https://openalex.org/W2011430131","https://openalex.org/W2025767687","https://openalex.org/W2034696507","https://openalex.org/W2037311332","https://openalex.org/W2042412281","https://openalex.org/W2087916849","https://openalex.org/W2098029000","https://openalex.org/W2105717378","https://openalex.org/W2108502868","https://openalex.org/W2140207040","https://openalex.org/W2141429283","https://openalex.org/W2153233077","https://openalex.org/W2160914206","https://openalex.org/W2207910679","https://openalex.org/W2330820318","https://openalex.org/W4235169531","https://openalex.org/W4252676770"],"related_works":["https://openalex.org/W3129335559","https://openalex.org/W2157383128","https://openalex.org/W2399084168","https://openalex.org/W4292964559","https://openalex.org/W2363077075","https://openalex.org/W3087769312","https://openalex.org/W2747006034","https://openalex.org/W2609785842","https://openalex.org/W1513651805","https://openalex.org/W4388658494"],"abstract_inverted_index":{"Thvs":[0],"paper":[1],"presents":[2],"SS-MVFCVSMdd,":[3],"a":[4,20,24,30,37,55],"semi-supervised":[5],"multiview":[6,61],"fuzzy":[7,21,28,34],"clustering":[8],"algorithm":[9],"for":[10,32,40],"relational":[11],"data":[12,63],"described":[13,65],"by":[14,53,66],"multiple":[15,67],"dissimilarity":[16,42,68],"matrices.":[17],"SS-MVFCVSMdd":[18],"provides":[19],"partition":[22],"in":[23],"predetermined":[25],"number":[26],"of":[27,73],"clusters,":[29],"representative":[31],"each":[33,41],"cluster,":[35],"learns":[36],"relevance":[38],"weight":[39],"matrix,":[43],"and":[44,51],"takes":[45],"into":[46],"account":[47],"pairwise":[48],"constraints":[49],"must-link":[50],"cannot-link,":[52],"optimizing":[54],"suitable":[56],"objective":[57],"function.":[58],"Experiments":[59],"with":[60],"real-valued":[62],"sets":[64],"matrices":[69],"show":[70],"the":[71,74],"usefulness":[72],"proposed":[75],"algorithm.":[76]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
