{"id":"https://openalex.org/W2102701379","doi":"https://doi.org/10.1109/icsmc.2009.5345954","title":"Improved classification based on predictive association rules","display_name":"Improved classification based on predictive association rules","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2102701379","doi":"https://doi.org/10.1109/icsmc.2009.5345954","mag":"2102701379"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5345954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5345954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","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/A5066682649","display_name":"Zhixin Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixin Hao","raw_affiliation_strings":["Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113968141","display_name":"Xuan Wang","orcid":"https://orcid.org/0009-0005-4952-4619"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Wang","raw_affiliation_strings":["Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000732066","display_name":"Lin Yao","orcid":"https://orcid.org/0000-0003-2065-7280"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yao","raw_affiliation_strings":["Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091899643","display_name":"Yaoyun Zhang","orcid":"https://orcid.org/0000-0001-9220-3101"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyun Zhang","raw_affiliation_strings":["Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligence Computing Research Center, Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8119,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87734277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"16","issue":null,"first_page":"1165","last_page":"1170"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9976999759674072,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9976999759674072,"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":0.9843000173568726,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/association-rule-learning","display_name":"Association rule learning","score":0.8205070495605469},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7479355931282043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6486747860908508},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.6319330930709839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6119872331619263},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6058912873268127},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.593802273273468},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.5215939283370972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45271456241607666},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4227808713912964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4123002290725708},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39907774329185486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2081916332244873}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8205070495605469},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7479355931282043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486747860908508},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.6319330930709839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6119872331619263},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6058912873268127},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.593802273273468},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.5215939283370972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45271456241607666},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4227808713912964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4123002290725708},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39907774329185486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2081916332244873},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2009.5345954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5345954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.46000000834465027,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1531743498","https://openalex.org/W1570978137","https://openalex.org/W1623342295","https://openalex.org/W1966666559","https://openalex.org/W2094400120","https://openalex.org/W2119821739","https://openalex.org/W2149684865","https://openalex.org/W2149776783","https://openalex.org/W2153635508","https://openalex.org/W2154642793","https://openalex.org/W2167681385","https://openalex.org/W2350242447","https://openalex.org/W2394115881","https://openalex.org/W2435251607","https://openalex.org/W4239510810","https://openalex.org/W6717827561"],"related_works":["https://openalex.org/W1533029210","https://openalex.org/W1423926064","https://openalex.org/W1574613422","https://openalex.org/W2058966307","https://openalex.org/W2385870178","https://openalex.org/W2107933135","https://openalex.org/W3186967897","https://openalex.org/W2988530446","https://openalex.org/W2166927187","https://openalex.org/W2156706185"],"abstract_inverted_index":{"Classification":[0],"based":[1],"on":[2,107,123],"predictive":[3],"association":[4,11],"rules":[5,52],"(CPAR)":[6],"is":[7,30,41,80],"a":[8],"kind":[9],"of":[10,18,67,74,121],"classification":[12,21,36,110],"methods":[13],"which":[14],"combines":[15],"the":[16,61,65],"advantages":[17,56],"both":[19],"associative":[20],"and":[22,43,72,100],"traditional":[23,34],"rule-based":[24,35],"classification.":[25],"For":[26],"rule":[27,59,69],"generation,":[28,60],"CPAR":[29],"more":[31],"efficient":[32],"than":[33],"because":[37],"much":[38],"repeated":[39],"calculation":[40],"avoided":[42],"multiple":[44,51],"literals":[45],"can":[46],"be":[47],"selected":[48],"to":[49,82],"generate":[50],"simultaneously.":[53],"Despite":[54],"these":[55,89],"above":[57],"in":[58],"prediction":[62],"processes":[63],"have":[64],"weaknesses":[66],"class":[68,76],"distribution":[70],"imbalance":[71],"interruption":[73],"incorrect":[75],"rules.":[77,86],"Further,":[78],"it":[79],"useless":[81],"instances":[83],"satisfying":[84],"no":[85],"To":[87],"tackle":[88],"problems,":[90],"this":[91],"paper":[92],"presents":[93],"Class":[94],"Weighting":[95],"Adjustment,":[96],"Center":[97],"Vector-based":[98],"Pre-classification":[99],"Post-processing":[101],"with":[102,127],"Support":[103],"Vector":[104],"Machine.":[105],"Experiments":[106],"Chinese":[108],"text":[109],"corpus":[111],"TanCorp":[112],"show":[113],"that":[114],"our":[115],"algorithm":[116],"achieves":[117],"an":[118],"average":[119],"improvement":[120],"5.91%":[122],"F1":[124],"score":[125],"compared":[126],"CPAR.":[128]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}