{"id":"https://openalex.org/W1978964229","doi":"https://doi.org/10.1007/s10817-010-9170-5","title":"Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks","display_name":"Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks","publication_year":2010,"publication_date":"2010-04-14","ids":{"openalex":"https://openalex.org/W1978964229","doi":"https://doi.org/10.1007/s10817-010-9170-5","mag":"1978964229"},"language":"en","primary_location":{"id":"doi:10.1007/s10817-010-9170-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10817-010-9170-5","pdf_url":null,"source":{"id":"https://openalex.org/S99781599","display_name":"Journal of Automated Reasoning","issn_l":"0168-7433","issn":["0168-7433","1573-0670"],"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":"Journal of Automated Reasoning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/Portfolios_in_Stochastic_Local_Search_Efficiently_Computing_Most_Probable_Explanations_in_Bayesian_Networks/6710177","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009341608","display_name":"Ole J. Mengshoel","orcid":"https://orcid.org/0000-0003-2666-5310"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]},{"id":"https://openalex.org/I1280536761","display_name":"Ames Research Center","ror":"https://ror.org/02acart68","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280536761","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ole J. Mengshoel","raw_affiliation_strings":["Silicon Valley Campus, Carnegie Mellon University, NASA-Ames Research Center, Mail Stop 269-3, Bldg. T35-B, Rm. 107, P.O. Box 1, Moffett Field, CA, 94035-0001, USA","Silicon Valley Campus, Carnegie Mellon University, NASA-Ames Research Center, Moffett Field, USA 94035-0001"],"affiliations":[{"raw_affiliation_string":"Silicon Valley Campus, Carnegie Mellon University, NASA-Ames Research Center, Mail Stop 269-3, Bldg. T35-B, Rm. 107, P.O. Box 1, Moffett Field, CA, 94035-0001, USA","institution_ids":["https://openalex.org/I1280536761","https://openalex.org/I74973139"]},{"raw_affiliation_string":"Silicon Valley Campus, Carnegie Mellon University, NASA-Ames Research Center, Moffett Field, USA 94035-0001","institution_ids":["https://openalex.org/I1280536761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023802054","display_name":"Dan Roth","orcid":"https://orcid.org/0009-0002-1447-5173"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Roth","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, 3322 Siebel Center, 201 N. Goodwin Avenue, Urbana, IL, 61801, USA","Department of Computer Science, University of Illinois at Urbana Champaign, Urbana, USA 61801#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, 3322 Siebel Center, 201 N. Goodwin Avenue, Urbana, IL, 61801, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana Champaign, Urbana, USA 61801#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103481382","display_name":"David C. Wilkins","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David C. Wilkins","raw_affiliation_strings":["Symbolic Systems Program, Stanford University, Margaret Jacks Hall, Bldg. 460, Rm. 127, Stanford, CA, 94305, USA","Symbolic Systems Program, Stanford University, Stanford, USA 94305"],"affiliations":[{"raw_affiliation_string":"Symbolic Systems Program, Stanford University, Margaret Jacks Hall, Bldg. 460, Rm. 127, Stanford, CA, 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Symbolic Systems Program, Stanford University, Stanford, USA 94305","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009341608"],"corresponding_institution_ids":["https://openalex.org/I1280536761","https://openalex.org/I74973139"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.787,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90711426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"46","issue":"2","first_page":"103","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":1.0,"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":1.0,"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":0.9822999835014343,"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":0.9786999821662903,"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/heuristics","display_name":"Heuristics","score":0.7187652587890625},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6463651657104492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5873512625694275},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.531120777130127},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4627283811569214},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.4591467082500458},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.43309688568115234},{"id":"https://openalex.org/keywords/portfolio-optimization","display_name":"Portfolio optimization","score":0.42349088191986084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3402920365333557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.335671067237854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33233264088630676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2980588376522064}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7187652587890625},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6463651657104492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5873512625694275},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.531120777130127},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4627283811569214},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.4591467082500458},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.43309688568115234},{"id":"https://openalex.org/C202655437","wikidata":"https://www.wikidata.org/wiki/Q7231728","display_name":"Portfolio optimization","level":3,"score":0.42349088191986084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3402920365333557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.335671067237854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33233264088630676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2980588376522064},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/s10817-010-9170-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10817-010-9170-5","pdf_url":null,"source":{"id":"https://openalex.org/S99781599","display_name":"Journal of Automated Reasoning","issn_l":"0168-7433","issn":["0168-7433","1573-0670"],"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":"Journal of Automated Reasoning","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/6710177","is_oa":true,"landing_page_url":null,"pdf_url":"https://figshare.com/articles/Portfolios_in_Stochastic_Local_Search_Efficiently_Computing_Most_Probable_Explanations_in_Bayesian_Networks/6710177","source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:repository.cmu.edu:silicon_valley-1048","is_oa":false,"landing_page_url":"http://repository.cmu.edu/cgi/viewcontent.cgi?article=1048&context=silicon_valley","pdf_url":null,"source":{"id":"https://openalex.org/S4306400668","display_name":"Research Showcase @ Carnegie Mellon University (Carnegie Mellon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74973139","host_organization_name":"Carnegie Mellon University","host_organization_lineage":["https://openalex.org/I74973139"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Silicon Valley Campus","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.154.4181","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.154.4181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ic.arc.nasa.gov/m/pub/1443h/1443%20(Mengshoel).pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.864.6766","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.864.6766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://works.bepress.com/ole_mengshoel/3/download/","raw_type":"text"},{"id":"pmh:oai:casi.ntrs.nasa.gov:20100033689","is_oa":false,"landing_page_url":"http://hdl.handle.net/2060/20100033689","pdf_url":null,"source":{"id":"https://openalex.org/S4377196257","display_name":"NASA STI Repository (National Aeronautics and Space Administration)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210124779","host_organization_name":"National Aeronautics and Space Administration","host_organization_lineage":["https://openalex.org/I4210124779"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"CASI","raw_type":"ARC-E-DAA-TN1429"},{"id":"doi:10.1184/r1/6710177.v1","is_oa":true,"landing_page_url":"https://doi.org/10.1184/r1/6710177.v1","pdf_url":null,"source":{"id":"https://openalex.org/S7407050927","display_name":"KiltHub Repository","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/6710177","is_oa":true,"landing_page_url":null,"pdf_url":"https://figshare.com/articles/Portfolios_in_Stochastic_Local_Search_Efficiently_Computing_Most_Probable_Explanations_in_Bayesian_Networks/6710177","source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1978964229.pdf"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W4983232","https://openalex.org/W32516901","https://openalex.org/W36707155","https://openalex.org/W86265434","https://openalex.org/W89983288","https://openalex.org/W102997558","https://openalex.org/W109784087","https://openalex.org/W111380827","https://openalex.org/W121830907","https://openalex.org/W125178576","https://openalex.org/W138516404","https://openalex.org/W140330408","https://openalex.org/W156009831","https://openalex.org/W160881479","https://openalex.org/W173955544","https://openalex.org/W198893173","https://openalex.org/W568051335","https://openalex.org/W1490019423","https://openalex.org/W1492936035","https://openalex.org/W1493980144","https://openalex.org/W1559215823","https://openalex.org/W1562643156","https://openalex.org/W1566650019","https://openalex.org/W1567035194","https://openalex.org/W1580038098","https://openalex.org/W1581516506","https://openalex.org/W1590702004","https://openalex.org/W1591939288","https://openalex.org/W1593793857","https://openalex.org/W1602205689","https://openalex.org/W1604493171","https://openalex.org/W1607198972","https://openalex.org/W1627230931","https://openalex.org/W1667614912","https://openalex.org/W1700222499","https://openalex.org/W1822001854","https://openalex.org/W1964821516","https://openalex.org/W1977617751","https://openalex.org/W1978304080","https://openalex.org/W1978526866","https://openalex.org/W1980452149","https://openalex.org/W1981928934","https://openalex.org/W1982333717","https://openalex.org/W1984090594","https://openalex.org/W1984853564","https://openalex.org/W1987703212","https://openalex.org/W1987869562","https://openalex.org/W1990986169","https://openalex.org/W1991133427","https://openalex.org/W2020999234","https://openalex.org/W2029688740","https://openalex.org/W2029834535","https://openalex.org/W2034501206","https://openalex.org/W2035495729","https://openalex.org/W2045132403","https://openalex.org/W2057361103","https://openalex.org/W2061734130","https://openalex.org/W2062818807","https://openalex.org/W2062897452","https://openalex.org/W2064902266","https://openalex.org/W2073941369","https://openalex.org/W2087035535","https://openalex.org/W2089933214","https://openalex.org/W2092993939","https://openalex.org/W2095308508","https://openalex.org/W2101968469","https://openalex.org/W2106440199","https://openalex.org/W2119190805","https://openalex.org/W2121957284","https://openalex.org/W2126653228","https://openalex.org/W2128765501","https://openalex.org/W2130178369","https://openalex.org/W2140138589","https://openalex.org/W2148018895","https://openalex.org/W2153074847","https://openalex.org/W2154055561","https://openalex.org/W2154593562","https://openalex.org/W2156243160","https://openalex.org/W2156708389","https://openalex.org/W2157720863","https://openalex.org/W2159080219","https://openalex.org/W2165372647","https://openalex.org/W2171802366","https://openalex.org/W2173497437","https://openalex.org/W2212302534","https://openalex.org/W2339500526","https://openalex.org/W2401798168","https://openalex.org/W2912526555","https://openalex.org/W2914775474","https://openalex.org/W2947000318","https://openalex.org/W2984454117","https://openalex.org/W3107939723","https://openalex.org/W3140968660","https://openalex.org/W4285719527","https://openalex.org/W4302036486"],"related_works":["https://openalex.org/W1986311305","https://openalex.org/W4360613713","https://openalex.org/W3125148470","https://openalex.org/W2768197547","https://openalex.org/W2055959038","https://openalex.org/W2068727170","https://openalex.org/W4327779378","https://openalex.org/W4206877017","https://openalex.org/W4385665922","https://openalex.org/W4361855747"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
