{"id":"https://openalex.org/W1567196168","doi":"https://doi.org/10.3233/978-1-61499-419-0-693","title":"The Persistence of Most Probable Explanations in Bayesian Networks","display_name":"The Persistence of Most Probable Explanations in Bayesian Networks","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1567196168","doi":"https://doi.org/10.3233/978-1-61499-419-0-693","mag":"1567196168"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-419-0-693","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-693","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/978-1-61499-419-0-693","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083598079","display_name":"Arnoud Pastink","orcid":"https://orcid.org/0000-0001-9113-2989"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pastink Arnoud","raw_affiliation_strings":["[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067558847","display_name":"Linda C. van der Gaag","orcid":null},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"van der Gaag Linda C.","raw_affiliation_strings":["[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[Dept. of Information and Computing Sciences, Utrecht University, The Netherlands]","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3621,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62718641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.927299976348877,"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/persistence","display_name":"Persistence (discontinuity)","score":0.9110984802246094},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6088193655014038},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.593477189540863},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4313439428806305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40264394879341125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3702596426010132},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3309083580970764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24859976768493652},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11007431149482727}],"concepts":[{"id":"https://openalex.org/C2781009140","wikidata":"https://www.wikidata.org/wiki/Q7170389","display_name":"Persistence (discontinuity)","level":2,"score":0.9110984802246094},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6088193655014038},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.593477189540863},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4313439428806305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40264394879341125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702596426010132},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3309083580970764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24859976768493652},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11007431149482727},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-419-0-693","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-693","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/304073","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/304073","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"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":"ECAI 2014, 263, 693","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":{"id":"doi:10.3233/978-1-61499-419-0-693","is_oa":true,"landing_page_url":"https://doi.org/10.3233/978-1-61499-419-0-693","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1614840540","https://openalex.org/W2130178369","https://openalex.org/W2148018895"],"related_works":["https://openalex.org/W1995895161","https://openalex.org/W2352063914","https://openalex.org/W2047377442","https://openalex.org/W4406031101","https://openalex.org/W4251362959","https://openalex.org/W2017131795","https://openalex.org/W3205546307","https://openalex.org/W2883299638","https://openalex.org/W4220712982","https://openalex.org/W4387835727"],"abstract_inverted_index":{"Monitoring":[0],"applications":[1,25],"of":[2,9,45,59,71,78,92],"Bayesian":[3],"networks":[4],"require":[5],"computing":[6],"a":[7,17,43],"sequence":[8,44],"most":[10],"probable":[11],"explanations":[12,46],"for":[13],"the":[14],"observations":[15],"from":[16],"monitored":[18],"entity":[19],"at":[20,74],"consecutive":[21,53],"time":[22,54],"steps.":[23],"Such":[24],"rapidly":[26],"become":[27],"impracticable,":[28],"especially":[29],"when":[30],"computations":[31],"are":[32],"performed":[33],"in":[34],"real":[35],"time.":[36],"In":[37],"this":[38,86],"paper,":[39],"we":[40,67],"argue":[41],"that":[42,66,84],"can":[47,68],"often":[48],"be":[49],"feasibly":[50],"computed":[51],"if":[52],"steps":[55],"share":[56],"large":[57],"numbers":[58],"observed":[60],"features.":[61],"We":[62,80],"show":[63],"more":[64],"specifically":[65],"conclude":[69],"persistence":[70],"an":[72,75,82],"explanation":[73],"early":[76],"stage":[77],"propagation.":[79],"present":[81],"algorithm":[83],"exploits":[85],"result":[87],"to":[88],"forestall":[89],"unnecessary":[90],"re-computation":[91],"explanations.":[93]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
