{"id":"https://openalex.org/W425468924","doi":"https://doi.org/10.3384/diss.diva-136761","title":"Gated Bayesian Networks","display_name":"Gated Bayesian Networks","publication_year":2017,"publication_date":"2017-06-08","ids":{"openalex":"https://openalex.org/W425468924","doi":"https://doi.org/10.3384/diss.diva-136761","mag":"425468924"},"language":"en","primary_location":{"id":"doi:10.3384/diss.diva-136761","is_oa":true,"landing_page_url":"https://doi.org/10.3384/diss.diva-136761","pdf_url":"http://liu.diva-portal.org/smash/get/diva2:1090575/FULLTEXT01","source":{"id":"https://openalex.org/S4210177482","display_name":"Link\u00f6ping studies in science and technology. Dissertations","issn_l":"0345-7524","issn":["0345-7524"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310317096","host_organization_name":"Link\u00f6ping University Electronic Press","host_organization_lineage":["https://openalex.org/P4310317096"],"host_organization_lineage_names":["Link\u00f6ping University Electronic Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Link\u00f6ping Studies in Science and Technology. Dissertations","raw_type":"monograph"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://liu.diva-portal.org/smash/get/diva2:1090575/FULLTEXT01","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048424962","display_name":"Marcus Bendtsen","orcid":"https://orcid.org/0000-0002-8678-1164"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Marcus Bendtsen","raw_affiliation_strings":["Link\u00f6pings universitet, Databas och informationsteknik","Link\u00f6pings universitet, Tekniska fakulteten","Link\u00f6ping University,#TAB#"],"raw_orcid":"https://orcid.org/0000-0002-8678-1164","affiliations":[{"raw_affiliation_string":"Link\u00f6pings universitet, Databas och informationsteknik","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Link\u00f6pings universitet, Tekniska fakulteten","institution_ids":["https://openalex.org/I102134673"]},{"raw_affiliation_string":"Link\u00f6ping University,#TAB#","institution_ids":["https://openalex.org/I102134673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5048424962"],"corresponding_institution_ids":["https://openalex.org/I102134673"],"apc_list":null,"apc_paid":null,"fwci":0.6533,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.79539892,"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":null,"last_page":null},"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9544000029563904,"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/T11106","display_name":"Data Management and Algorithms","score":0.9426000118255615,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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-probability","display_name":"Bayesian probability","score":0.5312946438789368},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4899660646915436},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4775310754776001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4351491630077362}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5312946438789368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4899660646915436},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4775310754776001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4351491630077362}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3384/diss.diva-136761","is_oa":true,"landing_page_url":"https://doi.org/10.3384/diss.diva-136761","pdf_url":"http://liu.diva-portal.org/smash/get/diva2:1090575/FULLTEXT01","source":{"id":"https://openalex.org/S4210177482","display_name":"Link\u00f6ping studies in science and technology. Dissertations","issn_l":"0345-7524","issn":["0345-7524"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310317096","host_organization_name":"Link\u00f6ping University Electronic Press","host_organization_lineage":["https://openalex.org/P4310317096"],"host_organization_lineage_names":["Link\u00f6ping University Electronic Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Link\u00f6ping Studies in Science and Technology. Dissertations","raw_type":"monograph"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.644.6574","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.644.6574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ida.liu.se/~jospe/gatedbayesiannetworks.pdf","raw_type":"text"},{"id":"pmh:oai:DiVA.org:liu-136761","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-136761","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Doctoral thesis, monograph"}],"best_oa_location":{"id":"doi:10.3384/diss.diva-136761","is_oa":true,"landing_page_url":"https://doi.org/10.3384/diss.diva-136761","pdf_url":"http://liu.diva-portal.org/smash/get/diva2:1090575/FULLTEXT01","source":{"id":"https://openalex.org/S4210177482","display_name":"Link\u00f6ping studies in science and technology. Dissertations","issn_l":"0345-7524","issn":["0345-7524"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310317096","host_organization_name":"Link\u00f6ping University Electronic Press","host_organization_lineage":["https://openalex.org/P4310317096"],"host_organization_lineage_names":["Link\u00f6ping University Electronic Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Link\u00f6ping Studies in Science and Technology. Dissertations","raw_type":"monograph"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W425468924.pdf","grobid_xml":"https://content.openalex.org/works/W425468924.grobid-xml"},"referenced_works_count":98,"referenced_works":["https://openalex.org/W72488639","https://openalex.org/W85561527","https://openalex.org/W104293260","https://openalex.org/W425468924","https://openalex.org/W433708947","https://openalex.org/W638987163","https://openalex.org/W655815264","https://openalex.org/W1491541693","https://openalex.org/W1503398984","https://openalex.org/W1544444076","https://openalex.org/W1544685773","https://openalex.org/W1547246444","https://openalex.org/W1550278899","https://openalex.org/W1566045017","https://openalex.org/W1566807571","https://openalex.org/W1581645897","https://openalex.org/W1593373597","https://openalex.org/W1615454278","https://openalex.org/W1626626407","https://openalex.org/W1722352548","https://openalex.org/W1755360231","https://openalex.org/W1772797076","https://openalex.org/W1779004264","https://openalex.org/W1851255765","https://openalex.org/W1973807737","https://openalex.org/W2008503697","https://openalex.org/W2010266346","https://openalex.org/W2019942636","https://openalex.org/W2027447060","https://openalex.org/W2033595269","https://openalex.org/W2034331807","https://openalex.org/W2042506099","https://openalex.org/W2045768854","https://openalex.org/W2053860039","https://openalex.org/W2074229969","https://openalex.org/W2074812030","https://openalex.org/W2091526633","https://openalex.org/W2095974175","https://openalex.org/W2099201756","https://openalex.org/W2099419573","https://openalex.org/W2102716594","https://openalex.org/W2103948957","https://openalex.org/W2104743988","https://openalex.org/W2108207895","https://openalex.org/W2115434827","https://openalex.org/W2118196167","https://openalex.org/W2118870114","https://openalex.org/W2125650163","https://openalex.org/W2126986674","https://openalex.org/W2129178015","https://openalex.org/W2130364193","https://openalex.org/W2130416704","https://openalex.org/W2142561902","https://openalex.org/W2142906706","https://openalex.org/W2150746346","https://openalex.org/W2159080219","https://openalex.org/W2163166770","https://openalex.org/W2167116921","https://openalex.org/W2175529102","https://openalex.org/W2292007562","https://openalex.org/W2364109180","https://openalex.org/W2473632611","https://openalex.org/W2501634593","https://openalex.org/W2522597118","https://openalex.org/W2565310788","https://openalex.org/W2617761836","https://openalex.org/W2625610474","https://openalex.org/W2662599369","https://openalex.org/W2913758949","https://openalex.org/W2949437261","https://openalex.org/W2950761877","https://openalex.org/W3103202110","https://openalex.org/W3123710514","https://openalex.org/W3133236490","https://openalex.org/W4211049957","https://openalex.org/W4232383088","https://openalex.org/W4255975151","https://openalex.org/W4289744562","https://openalex.org/W4299670631","https://openalex.org/W4300567850","https://openalex.org/W6632763994","https://openalex.org/W6633761756","https://openalex.org/W6636455871","https://openalex.org/W6638887617","https://openalex.org/W6652921361","https://openalex.org/W6664318551","https://openalex.org/W6669097500","https://openalex.org/W6674666096","https://openalex.org/W6675040714","https://openalex.org/W6675358805","https://openalex.org/W6678423240","https://openalex.org/W6679606034","https://openalex.org/W6681262039","https://openalex.org/W6697295647","https://openalex.org/W6725727742","https://openalex.org/W6763948615","https://openalex.org/W6807091881","https://openalex.org/W6810979634"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Bayesian":[0,69],"networks":[1],"have":[2],"grown":[3],"to":[4,43],"become":[5],"a":[6,25],"dominant":[7],"type":[8],"of":[9,14,61,77],"model":[10],"within":[11],"the":[12,30,54,59,62,68,73],"domain":[13],"probabilistic":[15],"graphical":[16,26],"models.":[17],"Not":[18],"only":[19],"do":[20],"they":[21,36],"empower":[22],"users":[23],"with":[24],"means":[27],"for":[28,39],"describing":[29],"relationships":[31,55],"among":[32,56],"random":[33,51],"variables,":[34],"but":[35],"also":[37],"allow":[38],"(potentially)":[40],"fewer":[41],"parameters":[42],"estimate,":[44],"and":[45,53],"enable":[46],"more":[47],"efficient":[48],"inference.":[49],"The":[50],"variables":[52],"them":[57],"decide":[58],"structure":[60],"directed":[63],"acyclic":[64],"graph":[65],"that":[66,81],"represents":[67],"network.":[70],"It":[71],"is":[72],"stasis":[74],"over":[75],"time":[76],"these":[78],"two":[79],"components":[80],"we":[82],"question":[83],"in":[84],"this":[85],"thesis.":[86]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
