{"id":"https://openalex.org/W2055082863","doi":"https://doi.org/10.1109/icdim.2011.6093343","title":"Bayesian based subgroup discovery","display_name":"Bayesian based subgroup discovery","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2055082863","doi":"https://doi.org/10.1109/icdim.2011.6093343","mag":"2055082863"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2011.6093343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2011.6093343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Sixth International Conference on Digital Information Management","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/A5102817753","display_name":"Talha Anwar","orcid":"https://orcid.org/0000-0002-7343-8500"},"institutions":[{"id":"https://openalex.org/I23805111","display_name":"Mohammad Ali Jinnah University","ror":"https://ror.org/02xx4jg88","country_code":"PK","type":"education","lineage":["https://openalex.org/I23805111"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Talha Anwar","raw_affiliation_strings":["Center of Research in Data Engineering (CORDE), Mohammad Ali Jinnah University, Islamabad, Pakistan","Center of Research in Data Engineering, (CORDE), Mohammad Ali Jinnah University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Research in Data Engineering (CORDE), Mohammad Ali Jinnah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I23805111"]},{"raw_affiliation_string":"Center of Research in Data Engineering, (CORDE), Mohammad Ali Jinnah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I23805111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062921553","display_name":"Sohail Asghar","orcid":"https://orcid.org/0000-0001-6883-3584"},"institutions":[{"id":"https://openalex.org/I23805111","display_name":"Mohammad Ali Jinnah University","ror":"https://ror.org/02xx4jg88","country_code":"PK","type":"education","lineage":["https://openalex.org/I23805111"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sohail Asghar","raw_affiliation_strings":["Department of Computer Science, Mohammad Ali Jinnah University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Mohammad Ali Jinnah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I23805111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086422507","display_name":"Simon Fong","orcid":"https://orcid.org/0000-0002-1848-7246"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Simon Fong","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Macao, China","Department of Computer and Information Science, University of Macau, Macau SAR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macao, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau SAR","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7311161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4213","issue":null,"first_page":"154","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9955999851226807,"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":0.9685999751091003,"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/knowledge-extraction","display_name":"Knowledge extraction","score":0.6329858899116516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5932581424713135},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5219992399215698},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.516769528388977},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.48747897148132324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4853452742099762},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.450960248708725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4479774236679077},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16732865571975708}],"concepts":[{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.6329858899116516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5932581424713135},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5219992399215698},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.516769528388977},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.48747897148132324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4853452742099762},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.450960248708725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4479774236679077},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16732865571975708},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdim.2011.6093343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2011.6093343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Sixth International Conference on Digital Information Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W154836454","https://openalex.org/W1484732323","https://openalex.org/W1542756864","https://openalex.org/W1546338409","https://openalex.org/W1594541780","https://openalex.org/W1615454278","https://openalex.org/W1798570018","https://openalex.org/W1817561967","https://openalex.org/W2008906462","https://openalex.org/W2104017387","https://openalex.org/W2113340410","https://openalex.org/W2129593473","https://openalex.org/W2140190241","https://openalex.org/W2168075365","https://openalex.org/W2998617017","https://openalex.org/W4236354166","https://openalex.org/W4285719527","https://openalex.org/W6636455871","https://openalex.org/W6675456754"],"related_works":["https://openalex.org/W2348909947","https://openalex.org/W4292672442","https://openalex.org/W2362101859","https://openalex.org/W2791431590","https://openalex.org/W2941610985","https://openalex.org/W4235810826","https://openalex.org/W3000105423","https://openalex.org/W2350688482","https://openalex.org/W2122135111","https://openalex.org/W2053575972"],"abstract_inverted_index":{"Data":[0],"Mining":[1],"is":[2,42],"concerned":[3],"with":[4,65],"extraction":[5],"of":[6,14,48,69,89,105,124,133,142,152],"interesting":[7],"patterns":[8,62],"or":[9,23],"knowledge":[10],"from":[11],"huge":[12],"amounts":[13],"Data.":[15],"Generally":[16],"data":[17,64],"mining":[18,35],"tasks":[19],"are":[20,82,92,127,157],"either":[21],"predictive":[22,28],"descriptive.":[24],"Classification":[25],"falls":[26],"under":[27,37],"induction":[29],"while":[30],"clustering":[31],"and":[32,51,81,94,110,122],"association":[33],"rule":[34],"fall":[36],"descriptive":[38,52,95],"induction.":[39,53],"Subgroup":[40],"discovery":[41,56,91,151],"a":[43,66,78,108,147],"task":[44],"at":[45],"the":[46,98,103,134,140,150,155],"intersection":[47],"supervised":[49],"learning":[50],"In":[54],"subgroup":[55,90],"we":[57],"want":[58,72],"to":[59,73,101],"uncover":[60],"individual":[61],"in":[63],"given":[67],"property":[68],"interest.":[70],"We":[71],"find":[74,102],"subgroups":[75,121,153,156],"that":[76],"cover":[77],"large":[79],"population":[80],"statistically":[83],"different.":[84],"The":[85],"main":[86],"application":[87],"areas":[88],"exploration":[93],"induction,":[96],"where":[97,154],"user":[99],"wants":[100],"overview":[104],"dependencies":[106],"between":[107],"target":[109],"many":[111],"explaining":[112],"variables.":[113],"Many":[114],"techniques":[115,126,135],"have":[116],"been":[117],"proposed":[118],"for":[119,139,149],"discovering":[120],"some":[123],"these":[125],"based":[128],"on":[129],"classification.":[130],"But":[131],"none":[132],"uses":[136],"Bayesian":[137,160],"networks":[138],"generation":[141],"subgroups.":[143],"Our":[144],"contributions":[145],"include":[146],"technique":[148],"generated":[158],"using":[159],"networks.":[161]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
