{"id":"https://openalex.org/W1491392233","doi":"https://doi.org/10.1007/978-3-540-75256-1_5","title":"Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions","display_name":"Learning Causal Bayesian Networks from Incomplete Observational Data and Interventions","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1491392233","doi":"https://doi.org/10.1007/978-3-540-75256-1_5","mag":"1491392233"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-75256-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75256-1_5","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/A5065964347","display_name":"Hanen Borchani","orcid":"https://orcid.org/0000-0002-5200-0366"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hanen Borchani","raw_affiliation_strings":["LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I237446400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088390625","display_name":"Maher Chaouachi","orcid":"https://orcid.org/0000-0001-8703-3208"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maher Chaouachi","raw_affiliation_strings":["LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I237446400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102967229","display_name":"Nahla Ben Amor","orcid":"https://orcid.org/0000-0002-8667-0798"},"institutions":[{"id":"https://openalex.org/I237446400","display_name":"Institut Superieur de Gestion","ror":"https://ror.org/035fsmk47","country_code":"FR","type":"education","lineage":["https://openalex.org/I237446400"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nahla Ben Amor","raw_affiliation_strings":["LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LARODEC, Institut Sup\u00e9erieur de Gestion de Tunis, 41 Avenue de la libert\u00e9, 2000, Le Bardo, Tunisie","institution_ids":["https://openalex.org/I237446400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I237446400"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":1.0,"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"}},{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9117000102996826,"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":0.9004999995231628,"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/computer-science","display_name":"Computer science","score":0.7506033182144165},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.716191291809082},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6267557740211487},{"id":"https://openalex.org/keywords/causal-inference","display_name":"Causal inference","score":0.5633329153060913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5447259545326233},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5073181986808777},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5040337443351746},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.47503000497817993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4475296139717102},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24434873461723328},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.13081291317939758},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1092342734336853},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10153275728225708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7506033182144165},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.716191291809082},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6267557740211487},{"id":"https://openalex.org/C158600405","wikidata":"https://www.wikidata.org/wiki/Q5054566","display_name":"Causal inference","level":2,"score":0.5633329153060913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5447259545326233},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5073181986808777},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5040337443351746},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.47503000497817993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4475296139717102},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24434873461723328},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.13081291317939758},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1092342734336853},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10153275728225708},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-75256-1_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-75256-1_5","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":26,"referenced_works":["https://openalex.org/W97652101","https://openalex.org/W275687840","https://openalex.org/W284239745","https://openalex.org/W1518082915","https://openalex.org/W1523680690","https://openalex.org/W1524326598","https://openalex.org/W1541824660","https://openalex.org/W1542591759","https://openalex.org/W1543507677","https://openalex.org/W1544729927","https://openalex.org/W1568555062","https://openalex.org/W1590398161","https://openalex.org/W1593793857","https://openalex.org/W1801737117","https://openalex.org/W1996748356","https://openalex.org/W2008906462","https://openalex.org/W2049633694","https://openalex.org/W2125043328","https://openalex.org/W2126151607","https://openalex.org/W2159080219","https://openalex.org/W2171265988","https://openalex.org/W2173497437","https://openalex.org/W3133236490","https://openalex.org/W4253934678","https://openalex.org/W4285719527","https://openalex.org/W4297792526"],"related_works":["https://openalex.org/W2945267649","https://openalex.org/W3121193054","https://openalex.org/W3119715496","https://openalex.org/W2135103426","https://openalex.org/W2978706625","https://openalex.org/W96862169","https://openalex.org/W4286484433","https://openalex.org/W2946850298","https://openalex.org/W3015594418","https://openalex.org/W2129827384"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}