{"id":"https://openalex.org/W1490470859","doi":"https://doi.org/10.1109/cec.2007.4424641","title":"Conditional independence based learning of bayesian classifiers guided by a variable ordering genetic search","display_name":"Conditional independence based learning of bayesian classifiers guided by a variable ordering genetic search","publication_year":2007,"publication_date":"2007-09-01","ids":{"openalex":"https://openalex.org/W1490470859","doi":"https://doi.org/10.1109/cec.2007.4424641","mag":"1490470859"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2007.4424641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","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/A5072495733","display_name":"Edimilson Batista dos Santos","orcid":"https://orcid.org/0000-0003-4204-7061"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Edimilson Batista dos Santos","raw_affiliation_strings":["DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","Fed. Univ. of Sao Carlos, Sao Carlos"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Fed. Univ. of Sao Carlos, Sao Carlos","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056213327","display_name":"Estevam Hruschka","orcid":"https://orcid.org/0000-0003-1499-2808"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Estevam Rafael Hruschka","raw_affiliation_strings":["DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","Fed. Univ. of Sao Carlos, Sao Carlos"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Fed. Univ. of Sao Carlos, Sao Carlos","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059556411","display_name":"Maria do Carmo Nicoletti","orcid":"https://orcid.org/0000-0003-4528-7984"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Maria do Carmo Nicoletti","raw_affiliation_strings":["DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","Fed. Univ. of Sao Carlos, Sao Carlos"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DC/UFSCar - Federal University of S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Fed. Univ. of Sao Carlos, Sao Carlos","institution_ids":["https://openalex.org/I177909021"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177909021"],"apc_list":null,"apc_paid":null,"fwci":1.453,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84825065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1444","last_page":"1449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9993000030517578,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9743000268936157,"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":0.9733999967575073,"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/conditional-independence","display_name":"Conditional independence","score":0.8409013748168945},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6864012479782104},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.6319244503974915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6050624847412109},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6003089547157288},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5941773653030396},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5124785900115967},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49842214584350586},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.49372944235801697},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4278217852115631},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.41193029284477234},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34126341342926025},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18535074591636658},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11509039998054504}],"concepts":[{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.8409013748168945},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6864012479782104},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.6319244503974915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6050624847412109},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6003089547157288},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5941773653030396},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5124785900115967},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49842214584350586},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.49372944235801697},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4278217852115631},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.41193029284477234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34126341342926025},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18535074591636658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11509039998054504},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2007.4424641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2007.4424641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE Congress on Evolutionary Computation","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":11,"referenced_works":["https://openalex.org/W1524326598","https://openalex.org/W2003179529","https://openalex.org/W2034647518","https://openalex.org/W2122550267","https://openalex.org/W2223868250","https://openalex.org/W2307253082","https://openalex.org/W3023540311","https://openalex.org/W4236354166","https://openalex.org/W4245463129","https://openalex.org/W4250143236","https://openalex.org/W6688959663"],"related_works":["https://openalex.org/W2203247113","https://openalex.org/W2374924985","https://openalex.org/W4200510307","https://openalex.org/W1987205573","https://openalex.org/W2103185625","https://openalex.org/W2102053756","https://openalex.org/W4225775378","https://openalex.org/W2387684147","https://openalex.org/W1584737204","https://openalex.org/W3142050247"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3,8,23,52],"genetic":[4],"strategy":[5,27],"for":[6],"learning":[7],"Bayesian":[9],"classifier":[10],"using":[11,47],"an":[12],"algorithm":[13,59],"based":[14,57],"on":[15,58],"conditional":[16],"independence":[17],"and":[18,38],"the":[19,32,40],"information":[20],"given":[21],"by":[22],"variable":[24],"ordering.":[25],"The":[26,35],"has":[28],"been":[29],"implemented":[30],"as":[31,49,51],"system":[33],"VOGAC-PC.":[34],"paper":[36],"presents":[37],"analyses":[39],"results":[41],"of":[42],"experiments":[43],"in":[44],"various":[45],"domains":[46],"VOGAC-PC":[48],"well":[50],"previous":[53],"system,":[54],"named":[55],"VOGA-K2,":[56],"K2.":[60]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}