{"id":"https://openalex.org/W1501906907","doi":"https://doi.org/10.1007/978-3-540-74829-8_21","title":"Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score","display_name":"Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score","publication_year":2007,"publication_date":"2007-09-13","ids":{"openalex":"https://openalex.org/W1501906907","doi":"https://doi.org/10.1007/978-3-540-74829-8_21","mag":"1501906907"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-74829-8_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74829-8_21","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/A5103351169","display_name":"Fengzhan Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengzhan Tian","raw_affiliation_strings":["School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367496","display_name":"Yanfeng Zhang","orcid":"https://orcid.org/0000-0002-9871-0304"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfeng Zhang","raw_affiliation_strings":["School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698059","display_name":"Zhihai Wang","orcid":"https://orcid.org/0000-0002-9971-9167"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihai Wang","raw_affiliation_strings":["School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028939982","display_name":"Houkuang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houkuang Huang","raw_affiliation_strings":["School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer & Information Technology, Beijing Jiaotong University, Beijing 100044, P.R. China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of computer and Information Technology, Beijing Jiaotong University, Beijing, P. R. China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.03828707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998999834060669,"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":0.9998999834060669,"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/T11719","display_name":"Data Quality and Management","score":0.9534000158309937,"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/minimum-description-length","display_name":"Minimum description length","score":0.8594406843185425},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6287809610366821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5437633991241455},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5071234703063965},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.48978757858276367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4786714017391205},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.443154901266098},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.43777868151664734},{"id":"https://openalex.org/keywords/bayesian-information-criterion","display_name":"Bayesian information criterion","score":0.4172181487083435},{"id":"https://openalex.org/keywords/maxima","display_name":"Maxima","score":0.41474953293800354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35873275995254517}],"concepts":[{"id":"https://openalex.org/C87465248","wikidata":"https://www.wikidata.org/wiki/Q1417790","display_name":"Minimum description length","level":2,"score":0.8594406843185425},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6287809610366821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5437633991241455},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5071234703063965},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.48978757858276367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4786714017391205},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.443154901266098},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.43777868151664734},{"id":"https://openalex.org/C168136583","wikidata":"https://www.wikidata.org/wiki/Q1988242","display_name":"Bayesian information criterion","level":2,"score":0.4172181487083435},{"id":"https://openalex.org/C91528185","wikidata":"https://www.wikidata.org/wiki/Q520952","display_name":"Maxima","level":3,"score":0.41474953293800354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35873275995254517},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C554144382","wikidata":"https://www.wikidata.org/wiki/Q213156","display_name":"Performance art","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-74829-8_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-74829-8_21","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1524326598","https://openalex.org/W1530759938","https://openalex.org/W1566045017","https://openalex.org/W1583923142","https://openalex.org/W1586003574","https://openalex.org/W1983690667","https://openalex.org/W1988814833","https://openalex.org/W2031779765","https://openalex.org/W2104057051","https://openalex.org/W2138745909","https://openalex.org/W2161632986","https://openalex.org/W2165190832","https://openalex.org/W2166103330","https://openalex.org/W2393580949","https://openalex.org/W2964166327","https://openalex.org/W4285719527","https://openalex.org/W4302423442"],"related_works":["https://openalex.org/W2544537192","https://openalex.org/W1582765910","https://openalex.org/W2148249824","https://openalex.org/W1551708527","https://openalex.org/W2525134339","https://openalex.org/W2046229974","https://openalex.org/W2423290227","https://openalex.org/W1537400798","https://openalex.org/W236172754","https://openalex.org/W1506726953"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}