{"id":"https://openalex.org/W82986247","doi":"https://doi.org/10.4018/978-1-60566-010-3.ch144","title":"Genetic Programming for Automatically Constructing Data Mining Algorithms","display_name":"Genetic Programming for Automatically Constructing Data Mining Algorithms","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W82986247","doi":"https://doi.org/10.4018/978-1-60566-010-3.ch144","mag":"82986247"},"language":"en","primary_location":{"id":"doi:10.4018/978-1-60566-010-3.ch144","doi":"https://doi.org/10.4018/978-1-60566-010-3.ch144","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-60566-010-3.ch144","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining, Second Edition","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W2587851609","display_name":"Encyclopedia of Data Warehousing and Mining, Second Edition"},"type":"reference-entry","is_traditional":false,"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/A5087201377","display_name":"Alex Alves Freitas","orcid":"https://orcid.org/0000-0001-9825-4700","observed_orcids":["https://orcid.org/0000-0001-9825-4700"]},"institutions":[{"id":"https://openalex.org/I20581793","display_name":"University of Kent","ror":"https://ror.org/00xkeyj56","country_code":"GB","type":"education","lineage":["https://openalex.org/I20581793"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex A. Freitas","raw_affiliation_strings":["University of Kent, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kent, UK","institution_ids":["https://openalex.org/I20581793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009911024","display_name":"Gisele Lobo Pappa","orcid":"https://orcid.org/0000-0002-0349-4494","observed_orcids":["https://orcid.org/0000-0002-0349-4494"]},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gisele L. Pappa","raw_affiliation_strings":["Federal University of Minas Geras, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Geras, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"932","last_page":"936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0010000000474974513,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.0,"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/genetic-programming","display_name":"genetic programming","score":0.9959999918937683},{"id":"https://openalex.org/keywords/data-mining-algorithms","display_name":"data mining algorithms","score":0.7269999980926514},{"id":"https://openalex.org/keywords/automatic-algorithm-design","display_name":"automatic algorithm design","score":0.7059999704360962},{"id":"https://openalex.org/keywords/evolutionary-algorithms","display_name":"evolutionary algorithms","score":0.9169999957084656},{"id":"https://openalex.org/keywords/program-synthesis","display_name":"program synthesis","score":0.753000020980835},{"id":"https://openalex.org/keywords/pattern-discovery","display_name":"pattern discovery","score":0.6209999918937683}],"concepts":[{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.7905799150466919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7330649495124817},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.664722204208374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5715508460998535},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4779819846153259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4346033036708832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40343740582466125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32528045773506165},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/978-1-60566-010-3.ch144","doi":"https://doi.org/10.4018/978-1-60566-010-3.ch144","is_oa":false,"landing_page_url":"https://doi.org/10.4018/978-1-60566-010-3.ch144","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining, Second Edition","raw_type":"book-chapter"},{"id":"doi:10.4018/9781605660103.ch144","doi":"https://doi.org/10.4018/9781605660103.ch144","is_oa":false,"landing_page_url":"https://doi.org/10.4018/9781605660103.ch144","pdf_url":null,"source":{"id":"https://openalex.org/S4306463409","display_name":"IGI Global eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Encyclopedia of Data Warehousing and Mining, Second Edition","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1512383952","https://openalex.org/W1523001643","https://openalex.org/W1523293200","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1576818901","https://openalex.org/W1589720045","https://openalex.org/W1602306524","https://openalex.org/W1606305805","https://openalex.org/W1993850485","https://openalex.org/W2058513663","https://openalex.org/W2100604298","https://openalex.org/W2119396705","https://openalex.org/W2133215822","https://openalex.org/W2168514049","https://openalex.org/W2198447985","https://openalex.org/W2529658886","https://openalex.org/W2544387354","https://openalex.org/W4234065864","https://openalex.org/W4235721129","https://openalex.org/W6633894697"],"related_works":["https://openalex.org/W7096426435","https://openalex.org/W2030739432","https://openalex.org/W1231053678","https://openalex.org/W4238014700","https://openalex.org/W35984759","https://openalex.org/W195749707","https://openalex.org/W2112928642","https://openalex.org/W3014850403","https://openalex.org/W4205930639","https://openalex.org/W7219571524"],"abstract_inverted_index":{"At":[0],"present":[1],"there":[2],"is":[3,94],"a":[4,44,95,102],"wide":[5],"range":[6],"of":[7,28,33,69,77,83,97,110,155,172],"data":[8,47,70,78,134,173,179],"mining":[9,48,71,79,135,174],"algorithms":[10,49,80,136,175],"available":[11],"to":[12,66,131,151,159,177,187],"researchers":[13],"and":[14,55,144,146],"practitioners":[15],"(Witten":[16],"&":[17,88],"Frank,":[18],"2005;":[19],"Tan":[20],"et":[21],"al.,":[22],"2006).":[23,90],"Despite":[24],"the":[25,67,74,107,129,149,160,169,178],"great":[26],"diversity":[27],"these":[29],"algorithms,":[30,72],"virtually":[31],"all":[32],"them":[34],"share":[35],"one":[36],"feature:":[37],"they":[38],"have":[39],"been":[40],"manually":[41],"designed.":[42],"As":[43],"result,":[45],"current":[46],"in":[50,57],"general":[51],"incorporate":[52],"human":[53,142],"biases":[54,143],"preconceptions":[56],"their":[58],"designs.":[59],"This":[60,121],"article":[61],"proposes":[62],"an":[63,165],"alternative":[64],"approach":[65,122],"design":[68,132],"namely":[73],"automatic":[75,170],"creation":[76,171],"by":[81,106,141],"means":[82,130],"Genetic":[84],"Programming":[85],"(GP)":[86],"(Pappa":[87],"Freitas,":[89],"In":[91],"essence,":[92],"GP":[93],"type":[96],"Evolutionary":[98],"Algorithm":[99],"\u2013":[100,113],"i.e.,":[101],"search":[103],"algorithm":[104],"inspired":[105],"Darwinian":[108],"process":[109],"natural":[111],"selection":[112],"that":[114,137],"evolves":[115],"computer":[116],"programs":[117],"or":[118],"executable":[119],"structures.":[120],"opens":[123],"new":[124,153],"avenues":[125],"for":[126,168],"research,":[127],"providing":[128],"novel":[133],"are":[138],"less":[139],"limited":[140],"preconceptions,":[145],"so":[147],"offer":[148],"potential":[150],"discover":[152],"kinds":[154],"patterns":[156],"(or":[157],"knowledge)":[158],"user.":[161],"It":[162],"also":[163],"offers":[164],"interesting":[166],"opportunity":[167],"tailored":[176],"being":[180],"mined.":[181],"Request":[182],"access":[183],"from":[184],"your":[185],"librarian":[186],"read":[188],"this":[189],"chapter's":[190],"full":[191],"text.":[192]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
