{"id":"https://openalex.org/W2750169833","doi":"https://doi.org/10.1145/3105971.3105980","title":"A radviz-based visualization for understanding fuzzy clustering results","display_name":"A radviz-based visualization for understanding fuzzy clustering results","publication_year":2017,"publication_date":"2017-08-14","ids":{"openalex":"https://openalex.org/W2750169833","doi":"https://doi.org/10.1145/3105971.3105980","mag":"2750169833"},"language":"en","primary_location":{"id":"doi:10.1145/3105971.3105980","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105971.3105980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Symposium on Visual Information Communication and Interaction","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/A5100736732","display_name":"Fangfang Zhou","orcid":"https://orcid.org/0000-0002-4760-0551"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Zhou","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100678189","display_name":"Ming\u2010Hui Chen","orcid":"https://orcid.org/0000-0003-1935-2447"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Chen","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108254488","display_name":"Zeyu Wang","orcid":"https://orcid.org/0000-0002-7491-7570"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Wang","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068247094","display_name":"Feng Luo","orcid":"https://orcid.org/0000-0003-3442-3987"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Luo","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003582509","display_name":"Xiaobo Luo","orcid":"https://orcid.org/0000-0003-0453-490X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Luo","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006226649","display_name":"Wei Huang","orcid":"https://orcid.org/0000-0002-0095-1354"},"institutions":[{"id":"https://openalex.org/I4210108109","display_name":"Beijing Enterprises (China)","ror":"https://ror.org/01egb4878","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210108109"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["Enterprise Security Group, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Enterprise Security Group, China","institution_ids":["https://openalex.org/I4210108109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613649","display_name":"Yi Chen","orcid":"https://orcid.org/0000-0002-4141-0554"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Chen","raw_affiliation_strings":["Beijing Technology and Business University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Technology and Business University, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071560359","display_name":"Ying Zhao","orcid":"https://orcid.org/0000-0002-4200-5200"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhao","raw_affiliation_strings":["Central South University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2771,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64316353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9987999796867371,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9987999796867371,"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":0.9923999905586243,"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":0.9864000082015991,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.8065876364707947},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7688152194023132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7275533676147461},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6303951740264893},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5703182220458984},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5609050393104553},{"id":"https://openalex.org/keywords/parallel-coordinates","display_name":"Parallel coordinates","score":0.4847285747528076},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.48146548867225647},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.438468873500824},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4371867775917053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4345533847808838},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4265795946121216},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4265028238296509},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.4241892993450165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32362619042396545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19096612930297852},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12955814599990845}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.8065876364707947},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7688152194023132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275533676147461},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6303951740264893},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5703182220458984},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5609050393104553},{"id":"https://openalex.org/C60011546","wikidata":"https://www.wikidata.org/wiki/Q932996","display_name":"Parallel coordinates","level":4,"score":0.4847285747528076},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.48146548867225647},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.438468873500824},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4371867775917053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4345533847808838},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4265795946121216},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4265028238296509},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4241892993450165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32362619042396545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19096612930297852},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12955814599990845},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3105971.3105980","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3105971.3105980","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th International Symposium on Visual Information Communication and Interaction","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":25,"referenced_works":["https://openalex.org/W1570834090","https://openalex.org/W1575292112","https://openalex.org/W1605183721","https://openalex.org/W1817080503","https://openalex.org/W1965187929","https://openalex.org/W1990368529","https://openalex.org/W2006314193","https://openalex.org/W2007042673","https://openalex.org/W2020314144","https://openalex.org/W2040810017","https://openalex.org/W2056242145","https://openalex.org/W2058190445","https://openalex.org/W2087610689","https://openalex.org/W2106770908","https://openalex.org/W2109643392","https://openalex.org/W2109970232","https://openalex.org/W2156846700","https://openalex.org/W2157416927","https://openalex.org/W2165122927","https://openalex.org/W2169114713","https://openalex.org/W2512274390","https://openalex.org/W2912565176","https://openalex.org/W3151945894","https://openalex.org/W4211007335","https://openalex.org/W4247155351"],"related_works":["https://openalex.org/W2770767919","https://openalex.org/W2070275453","https://openalex.org/W3010975807","https://openalex.org/W1983314790","https://openalex.org/W2027333138","https://openalex.org/W3185027765","https://openalex.org/W2096373083","https://openalex.org/W2105200106","https://openalex.org/W2151530263","https://openalex.org/W2147893003"],"abstract_inverted_index":{"Fuzzy":[0],"clustering":[1,19,55],"analysis":[2],"is":[3],"an":[4,102,117],"effective":[5],"method":[6],"to":[7,50,65,139,146,159,169],"describe":[8],"the":[9,60,67,90,95,127,148,171],"uncertainty":[10,83],"relationship":[11,150],"between":[12,151],"data":[13,36,78,134],"objects":[14],"and":[15,24,38,73,119,136,153,173],"clusters.":[16,40],"However,":[17],"fuzzy":[18,54],"results":[20],"will":[21],"become":[22],"complex":[23],"high-dimensional":[25],"membership":[26,68,82],"degree":[27,69],"matrixes":[28,70],"when":[29],"they":[30],"contain":[31],"a":[32,46,155,166],"large":[33],"number":[34],"of":[35,63,97,122,133,157,175],"points":[37,79,135],"multiple":[39],"In":[41],"this":[42],"paper,":[43],"we":[44,58,106,164],"propose":[45],"Radviz-based":[47],"interactive":[48,104],"visualization":[49,111],"help":[51],"users":[52],"understand":[53],"results.":[56],"Firstly,":[57],"utilize":[59],"projection":[61],"mechanism":[62],"Radviz":[64,87,98,110],"map":[66],"onto":[71],"planar":[72],"radial":[74],"pictures,":[75],"in":[76,94,112],"which":[77],"with":[80],"low":[81],"are":[84,92],"located":[85],"near":[86],"circumference,":[88],"while":[89],"others":[91],"scattered":[93],"center":[96],"circle.":[99],"To":[100],"provide":[101],"informative":[103],"visualization,":[105],"then":[107],"improve":[108],"traditional":[109],"many":[113],"aspects,":[114],"including":[115],"implementing":[116],"optimal":[118],"uneven":[120],"placement":[121],"dimension":[123,137],"anchors":[124],"by":[125],"using":[126],"Prim":[128],"algorithm,":[129],"designing":[130],"visual":[131],"codings":[132],"arcs":[138],"express":[140],"statistical":[141],"information,":[142],"combining":[143],"chord":[144],"diagram":[145],"depict":[147],"sharing":[149],"clusters,":[152],"offering":[154],"set":[156],"interactions":[158],"support":[160],"deeper":[161],"exploration.":[162],"Finally,":[163],"use":[165],"case":[167],"study":[168],"illustrate":[170],"effectiveness":[172],"usefulness":[174],"our":[176],"visualization.":[177]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
