{"id":"https://openalex.org/W72296116","doi":"https://doi.org/10.1007/978-1-4471-3087-1_17","title":"Bayesian Strategies for Machine Learning: Rule Extraction and Concept Detection","display_name":"Bayesian Strategies for Machine Learning: Rule Extraction and Concept Detection","publication_year":1995,"publication_date":"1995-01-01","ids":{"openalex":"https://openalex.org/W72296116","doi":"https://doi.org/10.1007/978-1-4471-3087-1_17","mag":"72296116"},"language":"en","primary_location":{"id":"doi:10.1007/978-1-4471-3087-1_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-3087-1_17","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks: Artificial Intelligence and Industrial Applications","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/A5108278530","display_name":"Laura Martignon","orcid":"https://orcid.org/0000-0002-0318-2327"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura Martignon","raw_affiliation_strings":["Department of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neural Information Processing, University of Ulm, D-89069, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072260552","display_name":"Kathryn Blackmond Laskey","orcid":"https://orcid.org/0000-0002-3106-140X"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn Blackmond Laskey","raw_affiliation_strings":["Department of Systems Engineering, George Mason University, Fairfax, Virginia, 22030-4444, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, George Mason University, Fairfax, Virginia, 22030-4444, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03937008,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9937999844551086,"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/bayesian-network","display_name":"Bayesian network","score":0.607796847820282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5497208833694458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5152056813240051},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.49187493324279785},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.48854193091392517},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4563891887664795},{"id":"https://openalex.org/keywords/conjugate-prior","display_name":"Conjugate prior","score":0.44921401143074036},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4352443218231201},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.43521034717559814},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.43134722113609314},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42442595958709717},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4035347104072571},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3882254362106323},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36187487840652466},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3603054881095886},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34942108392715454},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.33957478404045105},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.301655113697052},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.1880202293395996},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10151296854019165}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.607796847820282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5497208833694458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5152056813240051},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.49187493324279785},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.48854193091392517},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4563891887664795},{"id":"https://openalex.org/C26004113","wikidata":"https://www.wikidata.org/wiki/Q3711784","display_name":"Conjugate prior","level":4,"score":0.44921401143074036},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4352443218231201},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.43521034717559814},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.43134722113609314},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42442595958709717},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4035347104072571},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3882254362106323},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36187487840652466},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3603054881095886},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34942108392715454},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.33957478404045105},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.301655113697052},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.1880202293395996},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10151296854019165},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-1-4471-3087-1_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-1-4471-3087-1_17","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks: Artificial Intelligence and Industrial Applications","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":20,"referenced_works":["https://openalex.org/W1517993545","https://openalex.org/W1547224907","https://openalex.org/W1578476154","https://openalex.org/W1976200378","https://openalex.org/W2006258746","https://openalex.org/W2008906462","https://openalex.org/W2017168283","https://openalex.org/W2032945331","https://openalex.org/W2074673068","https://openalex.org/W2124098876","https://openalex.org/W2128084896","https://openalex.org/W2157579481","https://openalex.org/W2160025002","https://openalex.org/W2170112109","https://openalex.org/W2801464996","https://openalex.org/W2912225506","https://openalex.org/W4236354166","https://openalex.org/W4253020087","https://openalex.org/W6632924624","https://openalex.org/W6758710848"],"related_works":["https://openalex.org/W643788828","https://openalex.org/W2126934800","https://openalex.org/W2952715870","https://openalex.org/W285674031","https://openalex.org/W2184964411","https://openalex.org/W1715419791","https://openalex.org/W2121819043","https://openalex.org/W1842008917","https://openalex.org/W2050942942","https://openalex.org/W1461055456"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
