{"id":"https://openalex.org/W2088307184","doi":"https://doi.org/10.1080/10556780310001600953","title":"Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development","display_name":"Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development","publication_year":2003,"publication_date":"2003-08-01","ids":{"openalex":"https://openalex.org/W2088307184","doi":"https://doi.org/10.1080/10556780310001600953","mag":"2088307184"},"language":"en","primary_location":{"id":"doi:10.1080/10556780310001600953","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780310001600953","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"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":"Optimization Methods and Software","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/A5073973267","display_name":"Gang Kou","orcid":"https://orcid.org/0000-0002-9220-8647"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gang Kou","raw_affiliation_strings":["\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","institution_ids":["https://openalex.org/I122266389"]},{"raw_affiliation_string":"College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008112257","display_name":"Xiantao Liu","orcid":"https://orcid.org/0000-0002-1507-8236"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]},{"id":"https://openalex.org/I1286361989","display_name":"American Petroleum Institute","ror":"https://ror.org/01zvdsy94","country_code":"US","type":"other","lineage":["https://openalex.org/I1286361989"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiantao Liu","raw_affiliation_strings":["\n                   \n               School of Business Administration, Southwest Petroleum Institute, Chengdu, Sichuan, China, 610500 E-mail: liuxiaotao@sina.com","School of Business Administration , Southwest Petroleum Institute , Chengdu, Sichuan, China , 610500 E-mail: liuxiaotao@sina.com"],"affiliations":[{"raw_affiliation_string":"\n                   \n               School of Business Administration, Southwest Petroleum Institute, Chengdu, Sichuan, China, 610500 E-mail: liuxiaotao@sina.com","institution_ids":["https://openalex.org/I165745306"]},{"raw_affiliation_string":"School of Business Administration , Southwest Petroleum Institute , Chengdu, Sichuan, China , 610500 E-mail: liuxiaotao@sina.com","institution_ids":["https://openalex.org/I1286361989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039086738","display_name":"Yi Peng","orcid":"https://orcid.org/0000-0003-0373-6665"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Peng","raw_affiliation_strings":["\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","institution_ids":["https://openalex.org/I122266389"]},{"raw_affiliation_string":"College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113542097","display_name":"Yong Shi","orcid":"https://orcid.org/0000-0001-7974-1079"},"institutions":[{"id":"https://openalex.org/I122266389","display_name":"University of Nebraska at Omaha","ror":"https://ror.org/04yrkc140","country_code":"US","type":"education","lineage":["https://openalex.org/I122266389"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Shi","raw_affiliation_strings":["\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"\n                   \n               College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, 68182, USA","institution_ids":["https://openalex.org/I122266389"]},{"raw_affiliation_string":"College of Information Science and Technology, University of Nebraska at Omaha, Omaha NE 68182, USA#TAB#","institution_ids":["https://openalex.org/I122266389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028480473","display_name":"Morgan Wise","orcid":null},"institutions":[{"id":"https://openalex.org/I273905872","display_name":"National Australia Bank","ror":"https://ror.org/01ckbhd80","country_code":"AU","type":"other","lineage":["https://openalex.org/I273905872"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Morgan Wise","raw_affiliation_strings":["\n                   \n               First National Bank of Omaha, 1620 Dodge Street Stop 3103, Omaha, NE, 68197, USA E-mail: mwise@fnni.com","First National Bank of Omaha , 1620 Dodge Street Stop 3103, Omaha, NE, 68197, USA E-mail: mwise@fnni.com"],"affiliations":[{"raw_affiliation_string":"\n                   \n               First National Bank of Omaha, 1620 Dodge Street Stop 3103, Omaha, NE, 68197, USA E-mail: mwise@fnni.com","institution_ids":["https://openalex.org/I273905872"]},{"raw_affiliation_string":"First National Bank of Omaha , 1620 Dodge Street Stop 3103, Omaha, NE, 68197, USA E-mail: mwise@fnni.com","institution_ids":["https://openalex.org/I273905872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014510879","display_name":"Weixuan Xu","orcid":"https://orcid.org/0000-0001-6171-4240"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixuan Xu","raw_affiliation_strings":["\n                   \n               Institute of Policy and Management, Chinese Academy of Sciences, Beijing, China, 100080 E-mail: wxu@mail.casipm.ac.cn","Institute of Policy and Management , Chinese Academy of Sciences , Beijing, China , 100080 E-mail: wxu@mail.casipm.ac.cn"],"affiliations":[{"raw_affiliation_string":"\n                   \n               Institute of Policy and Management, Chinese Academy of Sciences, Beijing, China, 100080 E-mail: wxu@mail.casipm.ac.cn","institution_ids":["https://openalex.org/I4210112150"]},{"raw_affiliation_string":"Institute of Policy and Management , Chinese Academy of Sciences , Beijing, China , 100080 E-mail: wxu@mail.casipm.ac.cn","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073973267"],"corresponding_institution_ids":["https://openalex.org/I122266389"],"apc_list":null,"apc_paid":null,"fwci":13.03,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.98266799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"4","first_page":"453","last_page":"473"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9972000122070312,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9940999746322632,"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":0.7339644432067871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713599443435669},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5359794497489929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47274908423423767},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4370586574077606},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.42541056871414185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3666907548904419}],"concepts":[{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7339644432067871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713599443435669},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5359794497489929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47274908423423767},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4370586574077606},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.42541056871414185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3666907548904419},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10556780310001600953","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10556780310001600953","pdf_url":null,"source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"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":"Optimization Methods and Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337998","display_name":"HORIZON EUROPE Excellent Science","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W71580036","https://openalex.org/W103650626","https://openalex.org/W603634003","https://openalex.org/W1509479425","https://openalex.org/W1984314602","https://openalex.org/W1999486572","https://openalex.org/W2065530260","https://openalex.org/W2105262927","https://openalex.org/W2112081648","https://openalex.org/W2119821739","https://openalex.org/W2127470768","https://openalex.org/W2138376168","https://openalex.org/W2140190241","https://openalex.org/W2142260217","https://openalex.org/W2149706766","https://openalex.org/W2157742693","https://openalex.org/W2912565176","https://openalex.org/W3139831614","https://openalex.org/W3157500029"],"related_works":["https://openalex.org/W2373884155","https://openalex.org/W4200307027","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W3036095178","https://openalex.org/W4366979180","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125"],"abstract_inverted_index":{"Abstract":[0],"It":[1],"is":[2,137],"well":[3],"known":[4],"that":[5,172],"data":[6,36,53,156,191],"mining":[7,37,74,93,110,142,175],"has":[8],"been":[9],"implemented":[10],"by":[11],"statistical":[12],"regressions,":[13],"induction":[14,163],"decision":[15,164],"tree,":[16],"neural":[17],"networks,":[18],"rough":[19],"set,":[20],"fuzzy":[21],"set":[22],"and":[23,52,95,122,134,143,162],"etc.":[24],"This":[25,43,85],"paper":[26,44,102],"promotes":[27],"a":[28,69,79,114,147,153,178,186],"multiple":[29],"criteria":[30],"linear":[31,40],"programming":[32],"(MCLP)":[33],"approach":[34],"to":[35,139],"based":[38],"on":[39,68,113],"discriminant":[41],"analysis.":[42],"first":[45],"describes":[46],"the":[47,63,97,104,108,128,150,160,173],"fundamental":[48],"connections":[49],"between":[50,159],"MCLP":[51,60,90,161],"mining,":[54],"including":[55],"several":[56],"general":[57,64],"models":[58],"of":[59,72,78,81,88,107,119,149,155],"approaches.":[61],"Given":[62],"models,":[65],"it":[66],"focuses":[67],"designing":[70],"architecture":[71,86],"MCLP-data":[73,109,174],"algorithms":[75],"in":[76,181],"terms":[77],"process":[80],"real-life":[82,188],"business":[83,133],"intelligence.":[84],"consists":[87],"finding":[89],"solutions,":[91],"preparing":[92],"scores,":[94],"interpreting":[96],"knowledge":[98,183],"patterns.":[99],"Secondly,":[100],"this":[101],"elaborates":[103],"software":[105,120,129],"development":[106],"algorithms.":[111],"Based":[112],"pseudo":[115],"coding,":[116],"two":[117],"versions":[118],"(SAS-":[121],"Linux-platform)":[123],"will":[124],"be":[125],"discussed.":[126],"Finally,":[127],"performance":[130,151],"analysis":[131],"over":[132],"experimental":[135],"databases":[136],"reported":[138],"show":[140],"its":[141],"prediction":[144],"power.":[145],"As":[146],"part":[148],"analysis,":[152],"series":[154],"testing":[157],"comparisons":[158],"tree":[165],"approaches":[166],"are":[167],"demonstrated.":[168],"These":[169],"findings":[170],"suggest":[171],"techniques":[176],"have":[177],"great":[179],"potential":[180],"discovering":[182],"patterns":[184],"from":[185],"large-scale":[187],"database":[189],"or":[190],"warehouse.":[192],"Keywords:":[193],"Data":[194],"MiningMulti-criteria":[195],"Linear":[196],"ProgrammingClassificationAlgorithmSoftware":[197]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
