{"id":"https://openalex.org/W2110733154","doi":"https://doi.org/10.1007/s11222-008-9095-6","title":"Variational Bayes for estimating the parameters of a hidden Potts model","display_name":"Variational Bayes for estimating the parameters of a hidden Potts model","publication_year":2008,"publication_date":"2008-09-11","ids":{"openalex":"https://openalex.org/W2110733154","doi":"https://doi.org/10.1007/s11222-008-9095-6","mag":"2110733154"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-008-9095-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-008-9095-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-008-9095-6.pdf","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":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11222-008-9095-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038171848","display_name":"Clare A. McGrory","orcid":"https://orcid.org/0000-0002-7364-2149"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"C. A. McGrory","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051905013","display_name":"D. M. Titterington","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"D. M. Titterington","raw_affiliation_strings":["University of Glasgow, Glasgow, UK","University of Glasgow, Glasgow, UK\u2003"],"affiliations":[{"raw_affiliation_string":"University of Glasgow, Glasgow, UK","institution_ids":["https://openalex.org/I7882870"]},{"raw_affiliation_string":"University of Glasgow, Glasgow, UK\u2003","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111672334","display_name":"R. Reeves","orcid":null},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"R. Reeves","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006042857","display_name":"A. N. Pettitt","orcid":"https://orcid.org/0000-0002-4816-4595"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"A. N. Pettitt","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, P.O. Box 2434, Brisbane, Queensland, 4001, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia 4001","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038171848"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":5.8539,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.95803955,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"3","first_page":"329","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9987999796867371,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9987999796867371,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.9751999974250793,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/marginal-likelihood","display_name":"Marginal likelihood","score":0.5761421322822571},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5726683735847473},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.5541186928749084},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5447649955749512},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5359241962432861},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49689438939094543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47007066011428833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4472995102405548},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.44654422998428345},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41803067922592163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4032379388809204}],"concepts":[{"id":"https://openalex.org/C95923904","wikidata":"https://www.wikidata.org/wiki/Q6760420","display_name":"Marginal likelihood","level":3,"score":0.5761421322822571},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5726683735847473},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.5541186928749084},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5447649955749512},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5359241962432861},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49689438939094543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47007066011428833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4472995102405548},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.44654422998428345},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41803067922592163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4032379388809204},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11222-008-9095-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-008-9095-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-008-9095-6.pdf","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:eprints.qut.edu.au:14859","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/14859/1/14859.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Statistics and Computing","raw_type":"Contribution to Journal"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.422.5678","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.422.5678","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://eprints.pascal-network.org/archive/00004950/01/VB_HMRF_Preprint.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:42259","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/42259/","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"}],"best_oa_location":{"id":"doi:10.1007/s11222-008-9095-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-008-9095-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-008-9095-6.pdf","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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2110733154.pdf","grobid_xml":"https://content.openalex.org/works/W2110733154.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W28766783","https://openalex.org/W61015563","https://openalex.org/W178169250","https://openalex.org/W1533758202","https://openalex.org/W1554544485","https://openalex.org/W1570770495","https://openalex.org/W1618600317","https://openalex.org/W1666636243","https://openalex.org/W1988854998","https://openalex.org/W1990075873","https://openalex.org/W2004014822","https://openalex.org/W2013164703","https://openalex.org/W2020999234","https://openalex.org/W2054287017","https://openalex.org/W2077515295","https://openalex.org/W2088655882","https://openalex.org/W2111176113","https://openalex.org/W2114220616","https://openalex.org/W2118796069","https://openalex.org/W2122809012","https://openalex.org/W2125280835","https://openalex.org/W2150871663","https://openalex.org/W2160255741","https://openalex.org/W2167354096","https://openalex.org/W2288422673","https://openalex.org/W2331182131","https://openalex.org/W2603092019","https://openalex.org/W2980086625","https://openalex.org/W4235499294"],"related_works":["https://openalex.org/W3087071515","https://openalex.org/W4283077537","https://openalex.org/W2999603699","https://openalex.org/W2902858271","https://openalex.org/W2464065341","https://openalex.org/W2947536360","https://openalex.org/W3086697448","https://openalex.org/W2117545158","https://openalex.org/W2740715953","https://openalex.org/W1987558550"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
