{"id":"https://openalex.org/W1509231914","doi":"https://doi.org/10.1007/978-3-540-74553-2_33","title":"A Markov Blanket Based Strategy to Optimize the Induction of Bayesian Classifiers When Using Conditional Independence Learning Algorithms","display_name":"A Markov Blanket Based Strategy to Optimize the Induction of Bayesian Classifiers When Using Conditional Independence Learning Algorithms","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1509231914","doi":"https://doi.org/10.1007/978-3-540-74553-2_33","mag":"1509231914"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74553-2_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74553-2_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5022098011","display_name":"Sebastian D. C. de O. Galv\u00e3o","orcid":null},"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":"Sebastian D. C. de O. Galv\u00e3o","raw_affiliation_strings":["DC/UFSCar \u2013 Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DC/UFSCar \u2013 Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","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 R. Hruschka","raw_affiliation_strings":["DC/UFSCar \u2013 Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DC/UFSCar \u2013 Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]},{"raw_affiliation_string":"Universidade Federal de S\u00e3o Carlos, Depto. de Computa\u00e7\u00e3o, S\u00e3o Carlos, Brazil","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":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4451,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55237421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"355","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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":0.9998000264167786,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9243999719619751,"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/T11719","display_name":"Data Quality and Management","score":0.9175999760627747,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-blanket","display_name":"Markov blanket","score":0.8481245636940002},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7387759685516357},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.6987425088882446},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.587527871131897},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.542794406414032},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5241767764091492},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.5120528340339661},{"id":"https://openalex.org/keywords/bayesian-programming","display_name":"Bayesian programming","score":0.47326138615608215},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45800045132637024},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.45297637581825256},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.45071208477020264},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.4353533387184143},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.42741820216178894},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42273736000061035},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.3744162321090698},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3686200976371765},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.2941775619983673},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2519102096557617},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.24226710200309753},{"id":"https://openalex.org/keywords/variable-order-markov-model","display_name":"Variable-order Markov model","score":0.2015162706375122},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1509435474872589}],"concepts":[{"id":"https://openalex.org/C123867240","wikidata":"https://www.wikidata.org/wiki/Q3001792","display_name":"Markov blanket","level":5,"score":0.8481245636940002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7387759685516357},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.6987425088882446},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.587527871131897},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.542794406414032},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5241767764091492},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.5120528340339661},{"id":"https://openalex.org/C127043819","wikidata":"https://www.wikidata.org/wiki/Q16243608","display_name":"Bayesian programming","level":5,"score":0.47326138615608215},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45800045132637024},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.45297637581825256},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45071208477020264},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.4353533387184143},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.42741820216178894},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42273736000061035},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.3744162321090698},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3686200976371765},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.2941775619983673},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2519102096557617},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.24226710200309753},{"id":"https://openalex.org/C54907487","wikidata":"https://www.wikidata.org/wiki/Q7915688","display_name":"Variable-order Markov model","level":4,"score":0.2015162706375122},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1509435474872589},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74553-2_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74553-2_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W13176313","https://openalex.org/W391985582","https://openalex.org/W1505477995","https://openalex.org/W1524326598","https://openalex.org/W1543352466","https://openalex.org/W1604478529","https://openalex.org/W1983690667","https://openalex.org/W2080828514","https://openalex.org/W2084134149","https://openalex.org/W2084812512","https://openalex.org/W2122550267","https://openalex.org/W2159080219","https://openalex.org/W3017143921","https://openalex.org/W4285719527","https://openalex.org/W4300995828"],"related_works":["https://openalex.org/W2761923836","https://openalex.org/W2766005066","https://openalex.org/W2090347203","https://openalex.org/W643788828","https://openalex.org/W4200510307","https://openalex.org/W2963716487","https://openalex.org/W1842008917","https://openalex.org/W1715419791","https://openalex.org/W2121819043","https://openalex.org/W2507491157"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
