{"id":"https://openalex.org/W2001713637","doi":"https://doi.org/10.1109/access.2014.2359979","title":"Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem","display_name":"Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2001713637","doi":"https://doi.org/10.1109/access.2014.2359979","mag":"2001713637"},"language":"en","primary_location":{"id":"doi:10.1109/access.2014.2359979","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2014.2359979","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/06910218.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/06910218.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024115416","display_name":"Pascal Szacherski","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pascal Szacherski","raw_affiliation_strings":["IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France","Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189","https://openalex.org/I15057530"]},{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091811958","display_name":"Jean\u2010Fran\u00e7ois Giovannelli","orcid":"https://orcid.org/0000-0002-0372-9329"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Francois Giovannelli","raw_affiliation_strings":["IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059353502","display_name":"Laurent Gerfault","orcid":null},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Gerfault","raw_affiliation_strings":["Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015231461","display_name":"Pierre Mah\u00e9","orcid":"https://orcid.org/0000-0002-3173-6614"},"institutions":[{"id":"https://openalex.org/I4210139047","display_name":"bioM\u00e9rieux (France)","ror":"https://ror.org/03hf69k85","country_code":"FR","type":"company","lineage":["https://openalex.org/I1284886586","https://openalex.org/I4210139047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Mahe","raw_affiliation_strings":["Technology Research Department, bioM\u00e9rieux, France"],"affiliations":[{"raw_affiliation_string":"Technology Research Department, bioM\u00e9rieux, France","institution_ids":["https://openalex.org/I4210139047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047063090","display_name":"Jean\u2010Philippe Charrier","orcid":"https://orcid.org/0000-0001-5769-1189"},"institutions":[{"id":"https://openalex.org/I4210139047","display_name":"bioM\u00e9rieux (France)","ror":"https://ror.org/03hf69k85","country_code":"FR","type":"company","lineage":["https://openalex.org/I1284886586","https://openalex.org/I4210139047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Charrier","raw_affiliation_strings":["Technology Research Department, bioM\u00e9rieux, France"],"affiliations":[{"raw_affiliation_string":"Technology Research Department, bioM\u00e9rieux, France","institution_ids":["https://openalex.org/I4210139047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028019403","display_name":"Audrey Giremus","orcid":"https://orcid.org/0000-0003-0585-4243"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Audrey Giremus","raw_affiliation_strings":["IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France"],"affiliations":[{"raw_affiliation_string":"IMS Laboratory, Universit\u00e9 de Bordeaux, Talence, France","institution_ids":["https://openalex.org/I4210157089","https://openalex.org/I4210160189","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026027130","display_name":"Bruno Lacroix","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139047","display_name":"bioM\u00e9rieux (France)","ror":"https://ror.org/03hf69k85","country_code":"FR","type":"company","lineage":["https://openalex.org/I1284886586","https://openalex.org/I4210139047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Lacroix","raw_affiliation_strings":["Technology Research Department, bioM\u00e9rieux, France"],"affiliations":[{"raw_affiliation_string":"Technology Research Department, bioM\u00e9rieux, France","institution_ids":["https://openalex.org/I4210139047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090446807","display_name":"Pierre Grangeat","orcid":"https://orcid.org/0000-0003-4414-3604"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Grangeat","raw_affiliation_strings":["Universit\u00e9 Grenoble Alpes, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5024115416"],"corresponding_institution_ids":["https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189","https://openalex.org/I899635006"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9488,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71111111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2","issue":null,"first_page":"1248","last_page":"1262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9861000180244446,"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/bayesian-probability","display_name":"Bayesian probability","score":0.7208378911018372},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7123725414276123},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.562716543674469},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.46201008558273315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45863234996795654},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42434537410736084},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37467026710510254},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3686482906341553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16864678263664246}],"concepts":[{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.7208378911018372},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123725414276123},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.562716543674469},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.46201008558273315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45863234996795654},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42434537410736084},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37467026710510254},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3686482906341553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16864678263664246},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2014.2359979","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2014.2359979","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/06910218.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:cea-01615512v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-01615512","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2014, 2, pp.1248 - 1262. ⟨10.1109/ACCESS.2014.2359979⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:4b7ee3c4ab44477c88cba5e156b69de8","is_oa":true,"landing_page_url":"https://doaj.org/article/4b7ee3c4ab44477c88cba5e156b69de8","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 2, Pp 1248-1262 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2014.2359979","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2014.2359979","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6705689/06910218.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6548126120","display_name":null,"funder_award_id":"ANR-2010-BLAN-0313","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2001713637.pdf","grobid_xml":"https://content.openalex.org/works/W2001713637.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W8239737","https://openalex.org/W14911914","https://openalex.org/W171157798","https://openalex.org/W1543088395","https://openalex.org/W1972716920","https://openalex.org/W1977184198","https://openalex.org/W1978811891","https://openalex.org/W1986880528","https://openalex.org/W1988520084","https://openalex.org/W1998546517","https://openalex.org/W1999810562","https://openalex.org/W2001472155","https://openalex.org/W2007776579","https://openalex.org/W2023096047","https://openalex.org/W2046554583","https://openalex.org/W2046917858","https://openalex.org/W2062706447","https://openalex.org/W2074001114","https://openalex.org/W2084905965","https://openalex.org/W2085095797","https://openalex.org/W2088492228","https://openalex.org/W2090248595","https://openalex.org/W2096597330","https://openalex.org/W2098921953","https://openalex.org/W2106706098","https://openalex.org/W2107710616","https://openalex.org/W2112994357","https://openalex.org/W2114754207","https://openalex.org/W2114895467","https://openalex.org/W2124114991","https://openalex.org/W2137290314","https://openalex.org/W2155677386","https://openalex.org/W2169558190","https://openalex.org/W2171033594","https://openalex.org/W2172116519","https://openalex.org/W2498217792","https://openalex.org/W2512152598","https://openalex.org/W2682690634","https://openalex.org/W2740788215","https://openalex.org/W2741569870","https://openalex.org/W3100535907","https://openalex.org/W3123857276","https://openalex.org/W4232383088","https://openalex.org/W4254085693","https://openalex.org/W4256616899","https://openalex.org/W4292691288","https://openalex.org/W6725833218","https://openalex.org/W6740027617","https://openalex.org/W6742578948","https://openalex.org/W6929413062"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4317939968","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4390144857","https://openalex.org/W2331917905","https://openalex.org/W3155039083","https://openalex.org/W1543136835","https://openalex.org/W1970914699"],"abstract_inverted_index":{"The":[0,18],"cells":[1],"in":[2],"an":[3,49],"organism":[4],"emit":[5],"different":[6],"amounts":[7],"of":[8,39,46,48],"proteins":[9],"according":[10],"to":[11],"their":[12],"clinical":[13,74],"state":[14],"(healthy/pathological,":[15],"for":[16,25],"instance).":[17],"resulting":[19],"proteomic":[20,41],"profile":[21],"can":[22],"be":[23],"used":[24],"early":[26],"detection,":[27],"diagnosis,":[28],"and":[29,66,73],"therapy":[30],"planning.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"study":[36],"the":[37,44],"classification":[38],"a":[40,53,61],"sample":[42],"from":[43,70],"point":[45],"view":[47],"inverse":[50],"problem":[51],"with":[52],"joint":[54],"Bayesian":[55],"solution,":[56],"called":[57],"inversion-classification.":[58],"We":[59],"propose":[60],"hierarchical":[62],"physical":[63],"forward":[64],"model":[65],"present":[67],"encouraging":[68],"results":[69],"both":[71],"simulation":[72],"data.":[75]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}