{"id":"https://openalex.org/W2076700146","doi":"https://doi.org/10.1007/s11222-007-9018-y","title":"Inference in hybrid Bayesian networks using dynamic discretization","display_name":"Inference in hybrid Bayesian networks using dynamic discretization","publication_year":2007,"publication_date":"2007-07-14","ids":{"openalex":"https://openalex.org/W2076700146","doi":"https://doi.org/10.1007/s11222-007-9018-y","mag":"2076700146"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-007-9018-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-007-9018-y","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","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/A5046172297","display_name":"Martin Neil","orcid":"https://orcid.org/0000-0002-4922-0843"},"institutions":[{"id":"https://openalex.org/I2800110054","display_name":"Age UK","ror":"https://ror.org/050x9d346","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2800110054"]},{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Martin Neil","raw_affiliation_strings":["Agena Limited, 32-33 Hatton Garden, London, ECIN 8DL, UK","Department of Computer Science, Queen Mary, University of London, London, UK"],"affiliations":[{"raw_affiliation_string":"Agena Limited, 32-33 Hatton Garden, London, ECIN 8DL, UK","institution_ids":["https://openalex.org/I2800110054"]},{"raw_affiliation_string":"Department of Computer Science, Queen Mary, University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112802987","display_name":"Manesh Tailor","orcid":null},"institutions":[{"id":"https://openalex.org/I2800110054","display_name":"Age UK","ror":"https://ror.org/050x9d346","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I2800110054"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Manesh Tailor","raw_affiliation_strings":["Agena Limited, 32-33 Hatton Garden, London, ECIN 8DL, UK"],"affiliations":[{"raw_affiliation_string":"Agena Limited, 32-33 Hatton Garden, London, ECIN 8DL, UK","institution_ids":["https://openalex.org/I2800110054"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081479585","display_name":"David G. M\u00e1rquez","orcid":"https://orcid.org/0000-0002-3903-3390"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Marquez","raw_affiliation_strings":["Department of Computer Science, Queen Mary, University of London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Queen Mary, University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046172297"],"corresponding_institution_ids":["https://openalex.org/I166337079","https://openalex.org/I2800110054"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":11.5911,"has_fulltext":false,"cited_by_count":177,"citation_normalized_percentile":{"value":0.98358777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"17","issue":"3","first_page":"219","last_page":"233"},"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9276999831199646,"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/computer-science","display_name":"Computer science","score":0.6803619861602783},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6592466235160828},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5869975686073303},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5628901720046997},{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.5258070826530457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4909563362598419},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.4790871739387512},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4569436013698578},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4519753158092499},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.42391490936279297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42153438925743103},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39642614126205444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33544182777404785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2515507638454437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6803619861602783},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6592466235160828},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5869975686073303},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5628901720046997},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.5258070826530457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4909563362598419},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.4790871739387512},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4569436013698578},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4519753158092499},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.42391490936279297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42153438925743103},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39642614126205444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33544182777404785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2515507638454437},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11222-007-9018-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-007-9018-y","pdf_url":null,"source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.107.8285","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.107.8285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.agena.co.uk/resources/technology_articles/DD.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W26772505","https://openalex.org/W135407166","https://openalex.org/W1549899114","https://openalex.org/W1559849238","https://openalex.org/W1561981064","https://openalex.org/W1572036098","https://openalex.org/W1593793857","https://openalex.org/W1615201606","https://openalex.org/W1669437150","https://openalex.org/W1901420645","https://openalex.org/W1904954547","https://openalex.org/W1981962216","https://openalex.org/W1989926363","https://openalex.org/W2008312103","https://openalex.org/W2009000107","https://openalex.org/W2020999234","https://openalex.org/W2045656233","https://openalex.org/W2049073556","https://openalex.org/W2075734201","https://openalex.org/W2077716053","https://openalex.org/W2083875149","https://openalex.org/W2092915639","https://openalex.org/W2101563095","https://openalex.org/W2130416410","https://openalex.org/W2143075689","https://openalex.org/W2143707047","https://openalex.org/W2147565737","https://openalex.org/W2152741579","https://openalex.org/W2163738067","https://openalex.org/W2167826316","https://openalex.org/W2168353136","https://openalex.org/W2171265988","https://openalex.org/W2329094530","https://openalex.org/W2967758399","https://openalex.org/W4210464465","https://openalex.org/W4232383088","https://openalex.org/W4232632925","https://openalex.org/W4248373945","https://openalex.org/W4250288019","https://openalex.org/W4297792526","https://openalex.org/W4388323202","https://openalex.org/W6633297670"],"related_works":["https://openalex.org/W2578973671","https://openalex.org/W2215058820","https://openalex.org/W2097663773","https://openalex.org/W1602184117","https://openalex.org/W2413421635","https://openalex.org/W2511198839","https://openalex.org/W1966557338","https://openalex.org/W2366931106","https://openalex.org/W4286981651","https://openalex.org/W3197430630"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":11}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}