{"id":"https://openalex.org/W2155459995","doi":"https://doi.org/10.1007/978-3-540-87479-9_35","title":"Credal Model Averaging: An Extension of Bayesian Model Averaging to Imprecise Probabilities","display_name":"Credal Model Averaging: An Extension of Bayesian Model Averaging to Imprecise Probabilities","publication_year":2008,"publication_date":"2008-08-13","ids":{"openalex":"https://openalex.org/W2155459995","doi":"https://doi.org/10.1007/978-3-540-87479-9_35","mag":"2155459995"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87479-9_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87479-9_35","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":"book-chapter","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/A5047125862","display_name":"Giorgio Corani","orcid":"https://orcid.org/0000-0002-1541-8384"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Giorgio Corani","raw_affiliation_strings":["IDSIA Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale, \u00a0, Manno, Switzerland","IDSIA Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, \u00a0, Manno, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDSIA Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale, \u00a0, Manno, Switzerland","institution_ids":["https://openalex.org/I2614128279"]},{"raw_affiliation_string":"IDSIA Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, \u00a0, Manno, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007403791","display_name":"Marco Zaffalon","orcid":"https://orcid.org/0000-0001-8908-1502"},"institutions":[{"id":"https://openalex.org/I2614128279","display_name":"Dalle Molle Institute for Artificial Intelligence Research","ror":"https://ror.org/013355g38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I15196421","https://openalex.org/I2614128279","https://openalex.org/I57201433"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marco Zaffalon","raw_affiliation_strings":["IDSIA Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale, \u00a0, Manno, Switzerland","IDSIA Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, \u00a0, Manno, Switzerland"],"affiliations":[{"raw_affiliation_string":"IDSIA Istituto Dalle Molle di Studi sull\u2019Intelligenza Artificiale, \u00a0, Manno, Switzerland","institution_ids":["https://openalex.org/I2614128279"]},{"raw_affiliation_string":"IDSIA Istituto Dalle Molle di Studi sull'Intelligenza Artificiale, \u00a0, Manno, Switzerland","institution_ids":["https://openalex.org/I2614128279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047125862"],"corresponding_institution_ids":["https://openalex.org/I2614128279"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8346,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.75180802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"271"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9606999754905701,"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":0.9559000134468079,"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/prior-probability","display_name":"Prior probability","score":0.7081536054611206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6046581268310547},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5418153405189514},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5417308211326599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5361807942390442},{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.4988720417022705},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.44567418098449707},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4225539565086365},{"id":"https://openalex.org/keywords/indeterminate","display_name":"Indeterminate","score":0.41381531953811646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3764169216156006},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3268970847129822}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.7081536054611206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046581268310547},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5418153405189514},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5417308211326599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5361807942390442},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.4988720417022705},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.44567418098449707},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4225539565086365},{"id":"https://openalex.org/C94624232","wikidata":"https://www.wikidata.org/wiki/Q3150667","display_name":"Indeterminate","level":2,"score":0.41381531953811646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3764169216156006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3268970847129822},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-87479-9_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87479-9_35","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.139.2490","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.139.2490","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idsia.ch/~zaffalon/papers/2008ecmlpkdd-cma.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W15998839","https://openalex.org/W183657245","https://openalex.org/W1585743408","https://openalex.org/W1594885191","https://openalex.org/W1603903339","https://openalex.org/W1968293352","https://openalex.org/W1986610361","https://openalex.org/W2101791549","https://openalex.org/W2531563875","https://openalex.org/W4210427261","https://openalex.org/W4250518393"],"related_works":["https://openalex.org/W2562263695","https://openalex.org/W2135187896","https://openalex.org/W2147201983","https://openalex.org/W2015518264","https://openalex.org/W2795035211","https://openalex.org/W2160108762","https://openalex.org/W2017034551","https://openalex.org/W2164129707","https://openalex.org/W4292122269","https://openalex.org/W2949366006"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}