{"id":"https://openalex.org/W2803678845","doi":"https://doi.org/10.1109/atsip.2018.8364485","title":"A Bayesian approach for parameter estimation in railway systems","display_name":"A Bayesian approach for parameter estimation in railway systems","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2803678845","doi":"https://doi.org/10.1109/atsip.2018.8364485","mag":"2803678845"},"language":"en","primary_location":{"id":"doi:10.1109/atsip.2018.8364485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip.2018.8364485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036725656","display_name":"Nouha Jaoua","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118016","display_name":"Railenium","ror":"https://ror.org/02jgbpg06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210118016"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nouha Jaoua","raw_affiliation_strings":["IRT Railenium Valenciennes, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT Railenium Valenciennes, FRANCE","institution_ids":["https://openalex.org/I4210118016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042423833","display_name":"Philippe Vanheeghe","orcid":"https://orcid.org/0000-0002-2076-5188"},"institutions":[{"id":"https://openalex.org/I4210118016","display_name":"Railenium","ror":"https://ror.org/02jgbpg06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210118016"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Vanheeghe","raw_affiliation_strings":["IRT Railenium Valenciennes, FRANCE Univ. Lille, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT Railenium Valenciennes, FRANCE Univ. Lille, FRANCE","institution_ids":["https://openalex.org/I4210118016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085263833","display_name":"Nicolas Navarro","orcid":"https://orcid.org/0000-0001-5694-4201"},"institutions":[{"id":"https://openalex.org/I4210118016","display_name":"Railenium","ror":"https://ror.org/02jgbpg06","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210118016"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Navarro","raw_affiliation_strings":["IRT Railenium Valenciennes, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRT Railenium Valenciennes, FRANCE","institution_ids":["https://openalex.org/I4210118016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021849080","display_name":"Olivier Langlois","orcid":null},"institutions":[{"id":"https://openalex.org/I36169673","display_name":"Alstom (France)","ror":"https://ror.org/00t4db855","country_code":"FR","type":"company","lineage":["https://openalex.org/I36169673"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Langlois","raw_affiliation_strings":["Alstom, Saint-Ouen, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alstom, Saint-Ouen, FRANCE","institution_ids":["https://openalex.org/I36169673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032769390","display_name":"Marius Iordache","orcid":"https://orcid.org/0000-0003-2747-6984"},"institutions":[{"id":"https://openalex.org/I36169673","display_name":"Alstom (France)","ror":"https://ror.org/00t4db855","country_code":"FR","type":"company","lineage":["https://openalex.org/I36169673"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marius Iordache","raw_affiliation_strings":["Alstom, Saint-Ouen, FRANCE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alstom, Saint-Ouen, FRANCE","institution_ids":["https://openalex.org/I36169673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.7216722965240479},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.6611757278442383},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.624090850353241},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.577350378036499},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5534070134162903},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5139681696891785},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4657597839832306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43993061780929565},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4319309592247009},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42188510298728943},{"id":"https://openalex.org/keywords/bayes-estimator","display_name":"Bayes estimator","score":0.4150241017341614},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.331024706363678},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.31027036905288696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3093928396701813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18447065353393555},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13528001308441162},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12975552678108215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7216722965240479},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.6611757278442383},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.624090850353241},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.577350378036499},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5534070134162903},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5139681696891785},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4657597839832306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43993061780929565},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4319309592247009},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42188510298728943},{"id":"https://openalex.org/C68022304","wikidata":"https://www.wikidata.org/wiki/Q842217","display_name":"Bayes estimator","level":3,"score":0.4150241017341614},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.331024706363678},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.31027036905288696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3093928396701813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18447065353393555},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13528001308441162},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12975552678108215},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/atsip.2018.8364485","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip.2018.8364485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04663842v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04663842","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Mar 2018, Sousse, Tunisia. pp.1-6, &#x27E8;10.1109/ATSIP.2018.8364485&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3335703124","display_name":"RAILENIUM","funder_award_id":"ANR-10-AIRT-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W273955616","https://openalex.org/W1483307070","https://openalex.org/W1522560613","https://openalex.org/W1964357740","https://openalex.org/W2003967703","https://openalex.org/W2049633694","https://openalex.org/W2063032533","https://openalex.org/W2096536313","https://openalex.org/W2526006345","https://openalex.org/W2911964244","https://openalex.org/W6610017368","https://openalex.org/W6631342048"],"related_works":["https://openalex.org/W1978153144","https://openalex.org/W102848802","https://openalex.org/W1976188970","https://openalex.org/W2982058819","https://openalex.org/W4252706329","https://openalex.org/W2130734797","https://openalex.org/W3176361882","https://openalex.org/W2014532259","https://openalex.org/W2025556230","https://openalex.org/W2371827284"],"abstract_inverted_index":{"In":[0],"this":[1,14],"paper,":[2],"we":[3],"address":[4],"the":[5,20,24,32,61,64],"problem":[6],"of":[7,19,27,43,63],"parameter":[8,33],"estimation":[9,34],"in":[10],"railway":[11],"systems.":[12],"For":[13],"purpose,":[15],"a":[16,41],"physical":[17],"model":[18],"train":[21],"based":[22],"on":[23,55],"fundamental":[25],"principle":[26],"dynamics":[28],"is":[29,35],"proposed.":[30],"Then,":[31],"handled":[36],"via":[37],"an":[38],"approach":[39],"using":[40],"combination":[42],"Expectation-Maximization":[44],"algorithm":[45],"and":[46,57],"Sequential":[47],"Monte":[48],"Carlo":[49],"methods.":[50],"The":[51],"experiments":[52],"performed":[53],"both":[54],"synthetic":[56],"real":[58],"data":[59],"show":[60],"efficiency":[62],"considered":[65],"method.":[66]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
