{"id":"https://openalex.org/W4401248845","doi":"https://doi.org/10.1080/08874417.2003.11647523","title":"Evaluating A Positive Attribute Clustering Model for Data Mining","display_name":"Evaluating A Positive Attribute Clustering Model for Data Mining","publication_year":2003,"publication_date":"2003-03-01","ids":{"openalex":"https://openalex.org/W4401248845","doi":"https://doi.org/10.1080/08874417.2003.11647523"},"language":"en","primary_location":{"id":"doi:10.1080/08874417.2003.11647523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/08874417.2003.11647523","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","raw_type":"journal-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/A5014559985","display_name":"Zippy Erlich","orcid":null},"institutions":[{"id":"https://openalex.org/I164950643","display_name":"Open University of Israel","ror":"https://ror.org/027z64205","country_code":"IL","type":"education","lineage":["https://openalex.org/I164950643"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Zippy Erlich","raw_affiliation_strings":["The Open University, Tel Aviv 61392 Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Open University, Tel Aviv 61392 Israel","institution_ids":["https://openalex.org/I164950643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038885924","display_name":"Roy Gelbard","orcid":"https://orcid.org/0000-0003-0923-5706"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Roy Gelbard","raw_affiliation_strings":["Tel Aviv University, Tel Aviv 69978 Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tel Aviv University, Tel Aviv 69978 Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030827884","display_name":"Israel Spiegler","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Israel Spiegler","raw_affiliation_strings":["Tel Aviv University, Tel Aviv 69978 Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tel Aviv University, Tel Aviv 69978 Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72705066,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"43","issue":"3","first_page":"100","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9983999729156494,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6673085689544678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5445923209190369},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5193406343460083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22680002450942993}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6673085689544678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5445923209190369},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5193406343460083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22680002450942993}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08874417.2003.11647523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1080/08874417.2003.11647523","pdf_url":null,"source":{"id":"https://openalex.org/S83133229","display_name":"Journal of Computer Information Systems","issn_l":"0887-4417","issn":["0887-4417","2380-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W136497305","https://openalex.org/W1602329118","https://openalex.org/W1605275907","https://openalex.org/W1989289527","https://openalex.org/W1992419399","https://openalex.org/W2065940536","https://openalex.org/W2089158764","https://openalex.org/W2114772807","https://openalex.org/W4212848460","https://openalex.org/W4247945146","https://openalex.org/W4255469293","https://openalex.org/W6650525875","https://openalex.org/W6674804956","https://openalex.org/W6737358664"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"We":[0],"outline":[1],"and":[2,58,84,92,119],"evaluate":[3],"a":[4,12,89,112,124],"binary-positive":[5],"clustering":[6,59,67,130,136],"model.":[7],"It":[8],"is":[9,43,63,103],"based":[10],"on":[11],"binary":[13,129],"representation":[14],"of":[15,99,114],"data":[16,31,126],"records":[17,118],"in":[18],"rows":[19],"where":[20],"column":[21],"entries,":[22],"either":[23],"\u20181\u2019":[24],"or":[25],"\u20180\u2019,":[26],"correspond":[27],"to":[28,106,123],"all":[29],"possible":[30],"values":[32],"that":[33],"tributes":[34],"may":[35],"take.":[36],"A":[37,97],"new":[38],"group":[39],"similarity":[40,79,82,86],"index":[41],"(GSI)":[42],"devised":[44],"which":[45],"takes":[46],"into":[47,111],"account":[48],"only":[49],"the":[50,56,70,108],"positive":[51],"attributes":[52],"as":[53],"basis":[54],"for":[55],"grouping":[57],"algorithm.":[60],"The":[61],"model":[62],"compared":[64],"with":[65],"standard":[66,135],"models.":[68,137],"For":[69],"comparison":[71],"we":[72],"define":[73],"an":[74],"objective":[75],"measure":[76,113],"about":[77],"two":[78,109],"factors:":[80],"within-class":[81],"(WCS)":[83],"between-class":[85],"(BCS),":[87],"seeking":[88],"maximum":[90],"intra-group":[91],"minimum":[93],"inter-group":[94],"proximity,":[95],"respectively.":[96],"coefficient":[98],"variation":[100],"(CV)":[101],"statistic":[102],"then":[104],"employed":[105],"combine":[107],"factors":[110],"relative":[115],"diversity":[116],"between":[117],"groups.":[120],"When":[121],"applied":[122],"common":[125],"set":[127],"our":[128],"shows":[131],"significant":[132],"advantages":[133],"over":[134]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}