{"id":"https://openalex.org/W1625677425","doi":"https://doi.org/10.1007/978-3-319-11433-0_19","title":"Bayesian Networks with Function Nodes","display_name":"Bayesian Networks with Function Nodes","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1625677425","doi":"https://doi.org/10.1007/978-3-319-11433-0_19","mag":"1625677425"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11433-0_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11433-0_19","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/A5084283099","display_name":"Anders L. Madsen","orcid":"https://orcid.org/0000-0003-0633-9411"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]},{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Anders L. Madsen","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Denmark","HUGIN EXPERT A/S, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Denmark","institution_ids":["https://openalex.org/I891191580"]},{"raw_affiliation_string":"HUGIN EXPERT A/S, Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111464108","display_name":"Frank Jensen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Frank Jensen","raw_affiliation_strings":["HUGIN EXPERT A/S, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"HUGIN EXPERT A/S, Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013080322","display_name":"Martin Karlsen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Martin Karlsen","raw_affiliation_strings":["HUGIN EXPERT A/S, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"HUGIN EXPERT A/S, Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000542596","display_name":"Nicolaj Soendberg-Jeppesen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148437","display_name":"Hugin Expert (Denmark)","ror":"https://ror.org/053pt1j04","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210148437"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Nicolaj Soendberg-Jeppesen","raw_affiliation_strings":["HUGIN EXPERT A/S, Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"HUGIN EXPERT A/S, Aalborg, Denmark","institution_ids":["https://openalex.org/I4210148437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084283099"],"corresponding_institution_ids":["https://openalex.org/I4210148437","https://openalex.org/I891191580"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7236,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72547058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"301"},"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":0.9897000193595886,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9505000114440918,"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":0.7915971279144287},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.765235424041748},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6416800618171692},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5531154274940491},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5526832938194275},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5256149172782898},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.5179428458213806},{"id":"https://openalex.org/keywords/conditional-probability-distribution","display_name":"Conditional probability distribution","score":0.46308523416519165},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.46080732345581055},{"id":"https://openalex.org/keywords/probability-mass-function","display_name":"Probability mass function","score":0.42689546942710876},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4184817671775818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38921844959259033},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3256087303161621},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17608460783958435},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11912462115287781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7915971279144287},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.765235424041748},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6416800618171692},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5531154274940491},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5526832938194275},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5256149172782898},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.5179428458213806},{"id":"https://openalex.org/C43555835","wikidata":"https://www.wikidata.org/wiki/Q2300258","display_name":"Conditional probability distribution","level":2,"score":0.46308523416519165},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.46080732345581055},{"id":"https://openalex.org/C197096303","wikidata":"https://www.wikidata.org/wiki/Q869887","display_name":"Probability mass function","level":3,"score":0.42689546942710876},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4184817671775818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38921844959259033},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3256087303161621},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17608460783958435},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11912462115287781},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-11433-0_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11433-0_19","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:pure.atira.dk:publications/c6a42896-4214-42d8-80cd-ced0667087c5","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/c6a42896-4214-42d8-80cd-ced0667087c5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Madsen , A L 2014 , Bayesian Networks with Function Nodes . in Proceedings of the 7th European Workshop on Probabilistic Graphical Models . vol. 8754 , Springer Publishing Company , Lecture Notes in Computer Science , pp. 286-301 , The 7th European Workshop on Probabilistic Graphical Models , Utrecht , Netherlands , 17/09/2014 . https://doi.org/10.1007/978-3-319-11433-0_19","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W111380827","https://openalex.org/W425468924","https://openalex.org/W1215717431","https://openalex.org/W1482246357","https://openalex.org/W1513861746","https://openalex.org/W1549899114","https://openalex.org/W1581645897","https://openalex.org/W1590736827","https://openalex.org/W1907767933","https://openalex.org/W2007428058","https://openalex.org/W2013567125","https://openalex.org/W2020294948","https://openalex.org/W2031394768","https://openalex.org/W2034009564","https://openalex.org/W2092521477","https://openalex.org/W2152708262","https://openalex.org/W2159080219","https://openalex.org/W2207458368","https://openalex.org/W2394812916","https://openalex.org/W2547658920","https://openalex.org/W3088363464"],"related_works":["https://openalex.org/W1523756637","https://openalex.org/W1539131693","https://openalex.org/W4235623166","https://openalex.org/W23363913","https://openalex.org/W4288413872","https://openalex.org/W2921932085","https://openalex.org/W193767348","https://openalex.org/W3005542765","https://openalex.org/W2198158822","https://openalex.org/W2317246346"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}