{"id":"https://openalex.org/W2011187936","doi":"https://doi.org/10.1007/s11760-012-0324-2","title":"Subsampling-based HMC parameter estimation with application to large datasets classification","display_name":"Subsampling-based HMC parameter estimation with application to large datasets classification","publication_year":2012,"publication_date":"2012-05-09","ids":{"openalex":"https://openalex.org/W2011187936","doi":"https://doi.org/10.1007/s11760-012-0324-2","mag":"2011187936"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-012-0324-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-012-0324-2","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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/A5091679067","display_name":"St\u00e9phane Derrode","orcid":"https://orcid.org/0000-0002-2865-2057"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I216852786","display_name":"\u00c9cole Centrale Paris","ror":"https://ror.org/00v0y5771","country_code":"FR","type":"education","lineage":["https://openalex.org/I216852786"]},{"id":"https://openalex.org/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"id":"https://openalex.org/I4210142724","display_name":"Centrale Marseille","ror":"https://ror.org/040baw385","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"St\u00e9phane Derrode","raw_affiliation_strings":["Institut Fresnel (CNRS UMR 7249), Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille, 38, rue Fr\u00e9d\u00e9ric Joliot-Curie, 13451, Marseille Cedex 20, France","Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Fresnel (CNRS UMR 7249), Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille, 38, rue Fr\u00e9d\u00e9ric Joliot-Curie, 13451, Marseille Cedex 20, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"raw_affiliation_string":"Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille","institution_ids":["https://openalex.org/I216852786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090233158","display_name":"Lamia Benyoussef","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I216852786","display_name":"\u00c9cole Centrale Paris","ror":"https://ror.org/00v0y5771","country_code":"FR","type":"education","lineage":["https://openalex.org/I216852786"]},{"id":"https://openalex.org/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"id":"https://openalex.org/I4210142724","display_name":"Centrale Marseille","ror":"https://ror.org/040baw385","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lamia Benyoussef","raw_affiliation_strings":["Institut Fresnel (CNRS UMR 7249), Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille, 38, rue Fr\u00e9d\u00e9ric Joliot-Curie, 13451, Marseille Cedex 20, France","Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Fresnel (CNRS UMR 7249), Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille, 38, rue Fr\u00e9d\u00e9ric Joliot-Curie, 13451, Marseille Cedex 20, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]},{"raw_affiliation_string":"Universit\u00e9s de Marseille and \u00c9cole Centrale Marseille","institution_ids":["https://openalex.org/I216852786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062348685","display_name":"Wojciech Pieczynski","orcid":"https://orcid.org/0000-0002-1371-2627"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"T\u00e9l\u00e9com SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wojciech Pieczynski","raw_affiliation_strings":["CITI Department (CNRS UMR 5157), TELECOM SudParis, 9, Rue Charles Fourier, 91011, Evry Cedex, France","T\u00e9l\u00e9com Sudparis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CITI Department (CNRS UMR 5157), TELECOM SudParis, 9, Rue Charles Fourier, 91011, Evry Cedex, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"raw_affiliation_string":"T\u00e9l\u00e9com Sudparis","institution_ids":["https://openalex.org/I4387153010"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091679067"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I216852786","https://openalex.org/I4210125985","https://openalex.org/I4210142724"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08652754,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"5","first_page":"873","last_page":"882"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9965999722480774,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9965999722480774,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996399998664856,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.991599977016449,"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/computation","display_name":"Computation","score":0.8360157012939453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6496561169624329},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.566098153591156},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5027422904968262},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.4835893511772156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4733704924583435},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4493390619754791},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4455234110355377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44419628381729126},{"id":"https://openalex.org/keywords/approximate-bayesian-computation","display_name":"Approximate Bayesian computation","score":0.4396446645259857},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2587762475013733}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.8360157012939453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496561169624329},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.566098153591156},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5027422904968262},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.4835893511772156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4733704924583435},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4493390619754791},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4455234110355377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44419628381729126},{"id":"https://openalex.org/C2779377595","wikidata":"https://www.wikidata.org/wiki/Q21045424","display_name":"Approximate Bayesian computation","level":3,"score":0.4396446645259857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2587762475013733},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-012-0324-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-012-0324-2","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W145963066","https://openalex.org/W654264093","https://openalex.org/W1486632395","https://openalex.org/W1520941986","https://openalex.org/W1528056001","https://openalex.org/W1561790977","https://openalex.org/W1988735619","https://openalex.org/W1995945562","https://openalex.org/W2000534859","https://openalex.org/W2005900670","https://openalex.org/W2014323648","https://openalex.org/W2032976091","https://openalex.org/W2033194563","https://openalex.org/W2039631509","https://openalex.org/W2049633694","https://openalex.org/W2086699924","https://openalex.org/W2087284982","https://openalex.org/W2106506108","https://openalex.org/W2116047581","https://openalex.org/W2116494851","https://openalex.org/W2117853077","https://openalex.org/W2117897510","https://openalex.org/W2125838338","https://openalex.org/W2129660483","https://openalex.org/W2130227330","https://openalex.org/W2136799844","https://openalex.org/W2169271279","https://openalex.org/W2170622722","https://openalex.org/W3106889297","https://openalex.org/W3148930403","https://openalex.org/W4285719527","https://openalex.org/W6824896427"],"related_works":["https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2025614924","https://openalex.org/W2735765216","https://openalex.org/W3145575561","https://openalex.org/W2995886640","https://openalex.org/W1591475660","https://openalex.org/W2294335174","https://openalex.org/W1974738623","https://openalex.org/W3010265039"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
