{"id":"https://openalex.org/W2026413420","doi":"https://doi.org/10.1007/s10589-005-3907-9","title":"A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining","display_name":"A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining","publication_year":2006,"publication_date":"2006-03-23","ids":{"openalex":"https://openalex.org/W2026413420","doi":"https://doi.org/10.1007/s10589-005-3907-9","mag":"2026413420"},"language":"en","primary_location":{"id":"doi:10.1007/s10589-005-3907-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-005-3907-9","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Optimization and Applications","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/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"K. C. Tan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100717174","display_name":"Qiang Yu","orcid":"https://orcid.org/0000-0002-0695-1603"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Q. Yu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109903516","display_name":"J. H. Ang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"J. H. Ang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, 117576, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Electrical & Computer Engineering, National University of Singapore, Singapore 117576","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025285243"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.5266,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96306772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"34","issue":"2","first_page":"273","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9966999888420105,"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":0.9966999888420105,"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":0.9840999841690063,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9781000018119812,"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/data-mining","display_name":"Data mining","score":0.5657933950424194},{"id":"https://openalex.org/keywords/classification-rule","display_name":"Classification rule","score":0.5393196940422058},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.49455592036247253},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4908059537410736},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.48455610871315},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47999948263168335},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.46623939275741577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4642651081085205},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.4515100121498108},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4323386251926422},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4319566786289215},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.41635626554489136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39184582233428955},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37473708391189575},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.19234415888786316}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5657933950424194},{"id":"https://openalex.org/C104317236","wikidata":"https://www.wikidata.org/wiki/Q4330126","display_name":"Classification rule","level":2,"score":0.5393196940422058},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.49455592036247253},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4908059537410736},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.48455610871315},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47999948263168335},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.46623939275741577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4642651081085205},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.4515100121498108},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4323386251926422},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4319566786289215},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.41635626554489136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39184582233428955},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37473708391189575},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.19234415888786316},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10589-005-3907-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-005-3907-9","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Optimization and Applications","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/54099","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/54099","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W42649658","https://openalex.org/W1490760466","https://openalex.org/W1523207023","https://openalex.org/W1528113134","https://openalex.org/W1553373771","https://openalex.org/W1606305805","https://openalex.org/W1630964756","https://openalex.org/W1912123407","https://openalex.org/W1967317389","https://openalex.org/W1981249599","https://openalex.org/W1994149772","https://openalex.org/W2000353609","https://openalex.org/W2010284261","https://openalex.org/W2018401509","https://openalex.org/W2025320861","https://openalex.org/W2034327033","https://openalex.org/W2066393173","https://openalex.org/W2071044956","https://openalex.org/W2084812512","https://openalex.org/W2100604298","https://openalex.org/W2105678112","https://openalex.org/W2107899042","https://openalex.org/W2109537637","https://openalex.org/W2114276095","https://openalex.org/W2123504579","https://openalex.org/W2125055259","https://openalex.org/W2125502051","https://openalex.org/W2134514463","https://openalex.org/W2141699448","https://openalex.org/W2142183404","https://openalex.org/W2142334564","https://openalex.org/W2143874137","https://openalex.org/W2145436999","https://openalex.org/W2152538443","https://openalex.org/W2154722400","https://openalex.org/W2156909104","https://openalex.org/W2157339323","https://openalex.org/W2167382228","https://openalex.org/W2171887548","https://openalex.org/W2466512847","https://openalex.org/W2801830100","https://openalex.org/W2966207845","https://openalex.org/W3022512959","https://openalex.org/W4238753141","https://openalex.org/W4292408320","https://openalex.org/W4301173492"],"related_works":["https://openalex.org/W1586045918","https://openalex.org/W1536574209","https://openalex.org/W2170530489","https://openalex.org/W1520927778","https://openalex.org/W2955975957","https://openalex.org/W2360682291","https://openalex.org/W4368754625","https://openalex.org/W4321013072","https://openalex.org/W2367147489","https://openalex.org/W2548823749"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
