{"id":"https://openalex.org/W2129266026","doi":"https://doi.org/10.1109/cec.2011.5949597","title":"Inductive Logic Programming through Estimation of Distribution Algorithm","display_name":"Inductive Logic Programming through Estimation of Distribution Algorithm","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2129266026","doi":"https://doi.org/10.1109/cec.2011.5949597","mag":"2129266026"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2011.5949597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","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/A5064463585","display_name":"Cristiano Grij\u00f3 Pitangui","orcid":"https://orcid.org/0000-0002-3961-2042"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Cristiano Grijo Pitangui","raw_affiliation_strings":["Federal University of Rio de Janeiro/COPPE, Rio de Janeiro, Rio de Janeiro, Brazil","Federal University of Rio de Janeiro / COPPE, Federal University of Vales do Jequitinhonha e Mucuri / Decom, Rio de Janeiro - RJ - Brazil, Diamantina - MG - Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio de Janeiro/COPPE, Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Federal University of Rio de Janeiro / COPPE, Federal University of Vales do Jequitinhonha e Mucuri / Decom, Rio de Janeiro - RJ - Brazil, Diamantina - MG - Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012291023","display_name":"Gerson Zaverucha","orcid":"https://orcid.org/0000-0002-3641-6839"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gerson Zaverucha","raw_affiliation_strings":["Federal University of Rio de Janeiro/COPPE, Rio de Janeiro, Rio de Janeiro, Brazil","Federal University of Rio de Janeiro / COPPE, Rio de Janeiro, RJ, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Rio de Janeiro/COPPE, Rio de Janeiro, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]},{"raw_affiliation_string":"Federal University of Rio de Janeiro / COPPE, Rio de Janeiro, RJ, Brazil","institution_ids":["https://openalex.org/I122140584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064463585"],"corresponding_institution_ids":["https://openalex.org/I122140584"],"apc_list":null,"apc_paid":null,"fwci":0.7389,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.83396639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"54","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9955999851226807,"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":0.9955999851226807,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9943000078201294,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9937999844551086,"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/inductive-logic-programming","display_name":"Inductive logic programming","score":0.8200461864471436},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.7161685824394226},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6844290494918823},{"id":"https://openalex.org/keywords/edas","display_name":"EDAS","score":0.6157212257385254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5648107528686523},{"id":"https://openalex.org/keywords/aleph","display_name":"Aleph","score":0.5631175637245178},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4952205717563629},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4822148084640503},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.47092312574386597},{"id":"https://openalex.org/keywords/inductive-programming","display_name":"Inductive programming","score":0.46273574233055115},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4101318120956421},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2986525893211365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21109187602996826},{"id":"https://openalex.org/keywords/programming-paradigm","display_name":"Programming paradigm","score":0.1871173083782196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17065882682800293},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1490429937839508}],"concepts":[{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.8200461864471436},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.7161685824394226},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6844290494918823},{"id":"https://openalex.org/C49284225","wikidata":"https://www.wikidata.org/wiki/Q5322829","display_name":"EDAS","level":3,"score":0.6157212257385254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5648107528686523},{"id":"https://openalex.org/C2781424814","wikidata":"https://www.wikidata.org/wiki/Q15033","display_name":"Aleph","level":2,"score":0.5631175637245178},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4952205717563629},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4822148084640503},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47092312574386597},{"id":"https://openalex.org/C50033165","wikidata":"https://www.wikidata.org/wiki/Q15712089","display_name":"Inductive programming","level":3,"score":0.46273574233055115},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4101318120956421},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2986525893211365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21109187602996826},{"id":"https://openalex.org/C34165917","wikidata":"https://www.wikidata.org/wiki/Q188267","display_name":"Programming paradigm","level":2,"score":0.1871173083782196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17065882682800293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1490429937839508},{"id":"https://openalex.org/C109214941","wikidata":"https://www.wikidata.org/wiki/Q18334","display_name":"Particle physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2011.5949597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2011.5949597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Congress of Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W83340736","https://openalex.org/W169923110","https://openalex.org/W645297733","https://openalex.org/W1479911746","https://openalex.org/W1497256448","https://openalex.org/W1509028783","https://openalex.org/W1509924892","https://openalex.org/W1511264163","https://openalex.org/W1530558387","https://openalex.org/W1541434994","https://openalex.org/W1549556210","https://openalex.org/W1556147129","https://openalex.org/W1578925359","https://openalex.org/W1580842137","https://openalex.org/W1603438524","https://openalex.org/W1639032689","https://openalex.org/W1659842140","https://openalex.org/W1692958259","https://openalex.org/W1970608725","https://openalex.org/W1987902506","https://openalex.org/W1999138184","https://openalex.org/W2033072307","https://openalex.org/W2045793840","https://openalex.org/W2070562485","https://openalex.org/W2119831128","https://openalex.org/W2120199131","https://openalex.org/W2148379945","https://openalex.org/W2149026735","https://openalex.org/W2158292827","https://openalex.org/W2159080219","https://openalex.org/W2161948305","https://openalex.org/W2166603077","https://openalex.org/W2166843422","https://openalex.org/W2169992051","https://openalex.org/W2170539222","https://openalex.org/W2187164964","https://openalex.org/W2187378587","https://openalex.org/W2318485605","https://openalex.org/W2533013730","https://openalex.org/W3023540311","https://openalex.org/W3140119090","https://openalex.org/W3154803405","https://openalex.org/W4240190185","https://openalex.org/W6603385517","https://openalex.org/W6606880206","https://openalex.org/W6629610141","https://openalex.org/W6630458835","https://openalex.org/W6630509467","https://openalex.org/W6631896747","https://openalex.org/W6632813746","https://openalex.org/W6634610550","https://openalex.org/W6636061390","https://openalex.org/W6637591872","https://openalex.org/W6647087418","https://openalex.org/W6677262030","https://openalex.org/W6681802071","https://openalex.org/W6683608245","https://openalex.org/W6683628894","https://openalex.org/W6684895926","https://openalex.org/W6685104253"],"related_works":["https://openalex.org/W1982259447","https://openalex.org/W2496664933","https://openalex.org/W1503012231","https://openalex.org/W1058439126","https://openalex.org/W2360241151","https://openalex.org/W2547072840","https://openalex.org/W1522658100","https://openalex.org/W2124261928","https://openalex.org/W2047098179","https://openalex.org/W2096498780"],"abstract_inverted_index":{"Genetic":[0],"Algorithms":[1,34],"(GAs)":[2],"are":[3],"known":[4],"for":[5],"their":[6],"capacity":[7],"to":[8,15,20,24,43,54,76,87],"explore":[9],"large":[10],"search":[11],"spaces":[12],"and":[13,80],"due":[14],"this":[16,46],"ability,":[17],"they":[18],"were":[19],"some":[21],"extent":[22],"applied":[23,53],"Inductive":[25],"Logic":[26],"Programming":[27],"(ILP)":[28],"problem.":[29],"Although":[30],"Estimation":[31],"of":[32,48,90],"Distribution":[33],"(EDAs)":[35],"perform":[36],"better":[37],"in":[38],"most":[39],"problems":[40],"when":[41,74,85],"compared":[42,75,86],"standard":[44],"GAs,":[45],"kind":[47],"algorithm":[49],"have":[50],"not":[51],"been":[52],"ILP.":[55],"This":[56],"work":[57],"presents":[58],"an":[59],"ILP":[60,93],"system":[61,71,94],"based":[62],"on":[63],"EDA.":[64],"Preliminary":[65],"results":[66],"show":[67],"that":[68],"the":[69,88,91],"proposed":[70],"is":[72,82],"superior":[73],"a":[77],"\"standard\"":[78],"GA":[79],"it":[81],"very":[83],"competitive":[84],"state":[89],"art":[92],"Aleph.":[95]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
