{"id":"https://openalex.org/W2157955324","doi":"https://doi.org/10.1007/s10994-008-5057-7","title":"Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move","display_name":"Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move","publication_year":2008,"publication_date":"2008-04-16","ids":{"openalex":"https://openalex.org/W2157955324","doi":"https://doi.org/10.1007/s10994-008-5057-7","mag":"2157955324"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-008-5057-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5057-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5057-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5057-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068721139","display_name":"Marco Grzegorczyk","orcid":"https://orcid.org/0000-0002-2604-9270"},"institutions":[{"id":"https://openalex.org/I4210125655","display_name":"Biomathematics and Statistics Scotland","ror":"https://ror.org/03jwrz939","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210125655"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Marco Grzegorczyk","raw_affiliation_strings":["Biomathematics and Statistics Scotland (BioSS), JCMB, The King\u2019s Buildings, Edinburgh, UK","Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King\u2019s Buildings, Edinburgh, UK","Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King's Buildings, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomathematics and Statistics Scotland (BioSS), JCMB, The King\u2019s Buildings, Edinburgh, UK","institution_ids":["https://openalex.org/I4210125655"]},{"raw_affiliation_string":"Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King\u2019s Buildings, Edinburgh, UK","institution_ids":[]},{"raw_affiliation_string":"Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King's Buildings, Edinburgh, UK","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080836461","display_name":"Dirk Husmeier","orcid":"https://orcid.org/0000-0003-1673-7413"},"institutions":[{"id":"https://openalex.org/I4210125655","display_name":"Biomathematics and Statistics Scotland","ror":"https://ror.org/03jwrz939","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210125655"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dirk Husmeier","raw_affiliation_strings":["Biomathematics and Statistics Scotland (BioSS), JCMB, The King\u2019s Buildings, Edinburgh, UK","Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King\u2019s Buildings, Edinburgh, UK","Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King's Buildings, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomathematics and Statistics Scotland (BioSS), JCMB, The King\u2019s Buildings, Edinburgh, UK","institution_ids":["https://openalex.org/I4210125655"]},{"raw_affiliation_string":"Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King\u2019s Buildings, Edinburgh, UK","institution_ids":[]},{"raw_affiliation_string":"Centre for Systems Biology at Edinburgh (CSBE), Darwin Building, The King's Buildings, Edinburgh, UK","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5068721139"],"corresponding_institution_ids":["https://openalex.org/I4210125655"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":16.7779,"has_fulltext":true,"cited_by_count":145,"citation_normalized_percentile":{"value":0.98992517,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"71","issue":"2-3","first_page":"265","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9743000268936157,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.7325174808502197},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.6204724907875061},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6068602800369263},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5671681761741638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5404148697853088},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.537192165851593},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5350179672241211},{"id":"https://openalex.org/keywords/posterior-probability","display_name":"Posterior probability","score":0.496886283159256},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.48545366525650024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3720822334289551},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3376745581626892},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32852691411972046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2814704179763794}],"concepts":[{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.7325174808502197},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.6204724907875061},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6068602800369263},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5671681761741638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404148697853088},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.537192165851593},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5350179672241211},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.496886283159256},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.48545366525650024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3720822334289551},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3376745581626892},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32852691411972046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2814704179763794},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10994-008-5057-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5057-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5057-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:eprints.gla.ac.uk:85506","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/85506/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:rug:oai:pure.rug.nl:publications/a96a01a4-fc59-4daa-93ae-9c9ad9a1cdf9","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/improving-the-structure-mcmc-sampler-for-bayesian-networks-by-introducing-a-new-edge-reversal-move(a96a01a4-fc59-4daa-93ae-9c9ad9a1cdf9).html","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, 71(2-3), 265 - 305. SPRINGER","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-008-5057-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-008-5057-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-008-5057-7.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2160003213","display_name":null,"funder_award_id":"BB/D019621/1","funder_id":"https://openalex.org/F4320334629","funder_display_name":"Biotechnology and Biological Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313269","display_name":"Scottish Government","ror":"https://ror.org/04v2xmd71"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320334629","display_name":"Biotechnology and Biological Sciences Research Council","ror":"https://ror.org/00cwqg982"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2157955324.pdf","grobid_xml":"https://content.openalex.org/works/W2157955324.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1505477995","https://openalex.org/W1517637854","https://openalex.org/W1568555062","https://openalex.org/W1587150650","https://openalex.org/W1590398161","https://openalex.org/W1668796269","https://openalex.org/W1721345319","https://openalex.org/W1815331012","https://openalex.org/W2008906462","https://openalex.org/W2009696139","https://openalex.org/W2010288201","https://openalex.org/W2010814032","https://openalex.org/W2025803032","https://openalex.org/W2073307618","https://openalex.org/W2084812512","https://openalex.org/W2095622082","https://openalex.org/W2105940436","https://openalex.org/W2120969766","https://openalex.org/W2136796925","https://openalex.org/W2137883630","https://openalex.org/W2138309709","https://openalex.org/W2144731007","https://openalex.org/W2149337551","https://openalex.org/W2159482845","https://openalex.org/W2165554444","https://openalex.org/W2165674132","https://openalex.org/W2169152096","https://openalex.org/W2171265988","https://openalex.org/W2330192890","https://openalex.org/W2560674852","https://openalex.org/W2611370172","https://openalex.org/W2962897895","https://openalex.org/W2962899638","https://openalex.org/W3133236490","https://openalex.org/W4236354166","https://openalex.org/W4285719527","https://openalex.org/W4294216483","https://openalex.org/W4297792526","https://openalex.org/W6630001685","https://openalex.org/W6634071051","https://openalex.org/W6652935508","https://openalex.org/W7066260439"],"related_works":["https://openalex.org/W3087071515","https://openalex.org/W71678127","https://openalex.org/W2157655363","https://openalex.org/W4205763938","https://openalex.org/W2292189132","https://openalex.org/W4288092343","https://openalex.org/W2134332527","https://openalex.org/W4386114318","https://openalex.org/W4283077537","https://openalex.org/W2999603699"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":15},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":8}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}