{"id":"https://openalex.org/W2085785871","doi":"https://doi.org/10.1109/cec.2010.5586523","title":"A two-phase evolutionary algorithm for multiobjective mining of classification rules","display_name":"A two-phase evolutionary algorithm for multiobjective mining of classification rules","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2085785871","doi":"https://doi.org/10.1109/cec.2010.5586523","mag":"2085785871"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2010.5586523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","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/A5082703281","display_name":"Yung-Hsiang Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Hsiang Chan","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","Department of Computer Science and Information Engineering, National Taiwan University, Taiwan,, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taiwan,, R.O.C","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069510989","display_name":"Tsung-Che Chiang","orcid":"https://orcid.org/0000-0001-8253-795X"},"institutions":[{"id":"https://openalex.org/I134161618","display_name":"National Taiwan Normal University","ror":"https://ror.org/059dkdx38","country_code":"TW","type":"education","lineage":["https://openalex.org/I134161618"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsung-Che Chiang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan","Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan","institution_ids":["https://openalex.org/I134161618"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan Normal University, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I134161618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101925654","display_name":"Li\u2010Chen Fu","orcid":"https://orcid.org/0000-0002-6947-7646"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Chen Fu","raw_affiliation_strings":["Department of Electrical Engineering and Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","Department of Electrical Engineering and Department of Computer Science and Information Engineering, National Taiwan University, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Department of Computer Science and Information Engineering, National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electrical Engineering and Department of Computer Science and Information Engineering, National Taiwan University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9954000115394592,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9954000115394592,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.994700014591217,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9818000197410583,"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/computer-science","display_name":"Computer science","score":0.6695722341537476},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.642795205116272},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5875102877616882},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45988142490386963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4580051898956299},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4575447738170624},{"id":"https://openalex.org/keywords/dominance","display_name":"Dominance (genetics)","score":0.4471023976802826},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43589919805526733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42987948656082153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40081143379211426},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2367905080318451},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22343230247497559},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0858469307422638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695722341537476},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.642795205116272},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5875102877616882},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45988142490386963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4580051898956299},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4575447738170624},{"id":"https://openalex.org/C151913843","wikidata":"https://www.wikidata.org/wiki/Q3454555","display_name":"Dominance (genetics)","level":3,"score":0.4471023976802826},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43589919805526733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42987948656082153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40081143379211426},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2367905080318451},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22343230247497559},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0858469307422638},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2010.5586523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2010.5586523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W180797010","https://openalex.org/W190638014","https://openalex.org/W1507010987","https://openalex.org/W1523293200","https://openalex.org/W1528285320","https://openalex.org/W1534198945","https://openalex.org/W1542755802","https://openalex.org/W1581562576","https://openalex.org/W1584857661","https://openalex.org/W1585743408","https://openalex.org/W1585939719","https://openalex.org/W1595498733","https://openalex.org/W1606305805","https://openalex.org/W1966322024","https://openalex.org/W2008499862","https://openalex.org/W2024008934","https://openalex.org/W2026413420","https://openalex.org/W2065789569","https://openalex.org/W2071738870","https://openalex.org/W2084812512","https://openalex.org/W2098907614","https://openalex.org/W2125055259","https://openalex.org/W2126105956","https://openalex.org/W2132370642","https://openalex.org/W2134514463","https://openalex.org/W2143381319","https://openalex.org/W2146713522","https://openalex.org/W2149706766","https://openalex.org/W2150046657","https://openalex.org/W2156909104","https://openalex.org/W3122559989","https://openalex.org/W4205687621","https://openalex.org/W4236137412","https://openalex.org/W4292864963","https://openalex.org/W6607453073","https://openalex.org/W6631217308","https://openalex.org/W6635046684","https://openalex.org/W6635097213"],"related_works":["https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W85101999","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W2802808995","https://openalex.org/W2593449396","https://openalex.org/W2780789525","https://openalex.org/W2787833928"],"abstract_inverted_index":{"Classification":[0],"rule":[1,60,68],"mining,":[2],"addressed":[3],"a":[4,44,103],"lot":[5],"in":[6,39,83],"machine":[7],"learning":[8],"and":[9,56],"statistics":[10],"communities,":[11],"is":[12],"an":[13],"important":[14],"task":[15],"to":[16,64,78,94],"extract":[17],"knowledge":[18],"from":[19],"data.":[20],"Most":[21],"existing":[22],"approaches":[23],"do":[24],"not":[25],"particularly":[26],"deal":[27,79],"with":[28,80],"data":[29],"instances":[30],"matched":[31],"by":[32],"more":[33],"than":[34],"one":[35],"rule,":[36],"which":[37,49],"results":[38],"restricted":[40],"performance.":[41],"We":[42,97],"present":[43],"two-phase":[45],"multiobjective":[46],"evolutionary":[47],"algorithm":[48,71,91],"first":[50],"aims":[51],"at":[52],"searching":[53],"decent":[54],"rules":[55],"then":[57],"takes":[58],"the":[59,66,73,89,95,100],"interaction":[61],"into":[62],"account":[63],"produce":[65],"final":[67],"sets.":[69],"The":[70],"incorporates":[72],"concept":[74],"of":[75,102],"Pareto":[76],"dominance":[77],"trade-off":[81],"relations":[82],"both":[84],"phases.":[85],"Through":[86],"computational":[87],"experiments,":[88],"proposed":[90],"shows":[92],"competitive":[93],"state-of-the-art.":[96],"also":[98],"study":[99],"effect":[101],"niching":[104],"mechanism.":[105]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
