{"id":"https://openalex.org/W2111906081","doi":"https://doi.org/10.1109/fuzzy.2004.1375750","title":"FUZZSAM - visualization of fuzzy clustering results by modified Sammon mapping","display_name":"FUZZSAM - visualization of fuzzy clustering results by modified Sammon mapping","publication_year":2005,"publication_date":"2005-02-22","ids":{"openalex":"https://openalex.org/W2111906081","doi":"https://doi.org/10.1109/fuzzy.2004.1375750","mag":"2111906081"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2004.1375750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2004.1375750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5063684561","display_name":"J\u00e1nos Abonyi","orcid":"https://orcid.org/0000-0001-8593-1493"},"institutions":[{"id":"https://openalex.org/I4210127496","display_name":"Veszpr\u00e9mi \u00c9rseki Hittudom\u00e1nyi F\u00f5iskola","ror":"https://ror.org/03js41c71","country_code":"HU","type":"education","lineage":["https://openalex.org/I4210127496"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"J. Abonyi","raw_affiliation_strings":["Dept. of Process Eng., Veszprem Univ., Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Process Eng., Veszprem Univ., Hungary","institution_ids":["https://openalex.org/I4210127496"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084264842","display_name":"Robert Babu\u0161ka","orcid":"https://orcid.org/0000-0001-9578-8598"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. Babuska","raw_affiliation_strings":["Delft University of Technology,,,,,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,,,,,","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"365","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"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":0.9983999729156494,"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/T10057","display_name":"Face and Expression Recognition","score":0.9871000051498413,"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/T11106","display_name":"Data Management and Algorithms","score":0.9796000123023987,"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":0.7081692218780518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6970912218093872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5934353470802307},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5733525156974792},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4914289712905884},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.48865440487861633},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45445939898490906},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4315004348754883}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7081692218780518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6970912218093872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5934353470802307},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5733525156974792},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4914289712905884},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.48865440487861633},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45445939898490906},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4315004348754883}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2004.1375750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2004.1375750","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542)","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":7,"referenced_works":["https://openalex.org/W1993379288","https://openalex.org/W2004702574","https://openalex.org/W2109142308","https://openalex.org/W2113076747","https://openalex.org/W2145352471","https://openalex.org/W2148394752","https://openalex.org/W2187195546"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2154046714","https://openalex.org/W2382432689","https://openalex.org/W2579659702"],"abstract_inverted_index":{"Since":[0],"in":[1,188],"practical":[2],"data":[3,7,88,114,157],"mining":[4],"problems":[5],"high-dimensional":[6,14],"are":[8,13,18,99,137],"clustered,":[9],"the":[10,45,64,72,83,87,91,94,97,102,106,109,113,122,128,140,144,160,171],"resulting":[11],"clusters":[12,46,95],"geometrical":[15],"objects,":[16],"which":[17],"difficult":[19],"to":[20,28,121,127,155,166],"analyze":[21],"and":[22,86,96,115,159,170],"interpret.":[23],"Cluster":[24],"validity":[25],"measures":[26],"try":[27],"solve":[29],"this":[30,57,79],"problem":[31],"by":[32],"providing":[33],"a":[34,39,54,60,185],"single":[35,55],"numerical":[36,141,161],"value.":[37],"As":[38],"low":[40],"dimensional":[41],"graphical":[42],"representation":[43],"of":[44,66,75,112,143],"could":[47],"be":[48],"much":[49],"more":[50],"informative":[51],"than":[52],"such":[53,89],"value,":[56],"paper":[58],"proposes":[59],"new":[61,80],"tool":[62,81,187],"for":[63],"visualization":[65],"fuzzy":[67,76],"clustering":[68,77,124],"results.":[69],"By":[70],"using":[71],"basic":[73],"properties":[74],"algorithms,":[78],"maps":[82],"cluster":[84,135],"centers":[85],"that":[90,180],"distances":[92],"between":[93],"data-points":[98],"preserved.":[100],"During":[101],"iterative":[103],"mapping":[104,131,174],"process,":[105],"algorithm":[107,145,151,183],"uses":[108],"membership":[110],"values":[111],"minimizes":[116],"an":[117],"objective":[118],"function":[119],"similar":[120],"original":[123,129],"algorithm.":[125],"Comparing":[126],"Sammon":[130,173],"not":[132],"only":[133],"reliable":[134],"shapes":[136],"obtained":[138],"but":[139],"complexity":[142],"is":[146,184],"also":[147],"drastically":[148],"reduced.":[149],"The":[150,177],"has":[152],"been":[153],"applied":[154],"several":[156],"sets":[158],"results":[162],"show":[163],"performance":[164],"superior":[165],"principal":[167],"component":[168],"analysis":[169],"classical":[172],"based":[175],"projection.":[176],"examples":[178],"demonstrate":[179],"proposed":[181],"FUZZSAMM":[182],"useful":[186],"user-guided":[189],"clustering.":[190]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
