{"id":"https://openalex.org/W2887872047","doi":"https://doi.org/10.1007/s00500-018-3429-x","title":"Evidential joint calibration of binary SVM classifiers","display_name":"Evidential joint calibration of binary SVM classifiers","publication_year":2018,"publication_date":"2018-07-31","ids":{"openalex":"https://openalex.org/W2887872047","doi":"https://doi.org/10.1007/s00500-018-3429-x","mag":"2887872047"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-018-3429-x","doi":"https://doi.org/10.1007/s00500-018-3429-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-018-3429-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Soft Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03217353","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045458813","display_name":"Pauline Minary","orcid":"https://orcid.org/0000-0002-5263-7324","observed_orcids":["https://orcid.org/0000-0002-5263-7324"]},"institutions":[{"id":"https://openalex.org/I210368670","display_name":"Soci\u00e9t\u00e9 Nationale des Chemins de Fer Fran\u00e7ais (France)","ror":"https://ror.org/0454vek02","country_code":"FR","type":"company","lineage":["https://openalex.org/I210368670"]},{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pauline Minary","raw_affiliation_strings":["D\u00e9partement des T\u00e9l\u00e9communications, SNCF R\u00e9seau, La Plaine Saint Denis, France","EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France"],"raw_orcid":"https://orcid.org/0000-0002-5263-7324","affiliations":[{"raw_affiliation_string":"D\u00e9partement des T\u00e9l\u00e9communications, SNCF R\u00e9seau, La Plaine Saint Denis, France","institution_ids":["https://openalex.org/I210368670"]},{"raw_affiliation_string":"EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France","institution_ids":["https://openalex.org/I44563897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108112138","display_name":"Fr\u00e9d\u00e9ric Pichon","orcid":"https://orcid.org/0000-0002-9905-5882","observed_orcids":["https://orcid.org/0000-0002-9905-5882"]},"institutions":[{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Pichon","raw_affiliation_strings":["EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France","institution_ids":["https://openalex.org/I44563897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079674884","display_name":"David Mercier","orcid":"https://orcid.org/0000-0002-7511-7874","observed_orcids":["https://orcid.org/0000-0002-7511-7874"]},"institutions":[{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Mercier","raw_affiliation_strings":["EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France","institution_ids":["https://openalex.org/I44563897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031955387","display_name":"\u00c9ric Lef\u00e8vre","orcid":"https://orcid.org/0000-0002-0038-8872","observed_orcids":["https://orcid.org/0000-0002-0038-8872"]},"institutions":[{"id":"https://openalex.org/I44563897","display_name":"Universit\u00e9 d'Artois","ror":"https://ror.org/053x9s498","country_code":"FR","type":"education","lineage":["https://openalex.org/I44563897"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Lefevre","raw_affiliation_strings":["EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EA 3926, Laboratoire de G\u00e9nie Informatique et d\u2019Automatique de l\u2019Artois (LGI2A), Univ. Artois, Bethune, 62400, France","institution_ids":["https://openalex.org/I44563897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054953062","display_name":"Benjamin Droit","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I210368670","display_name":"Soci\u00e9t\u00e9 Nationale des Chemins de Fer Fran\u00e7ais (France)","ror":"https://ror.org/0454vek02","country_code":"FR","type":"company","lineage":["https://openalex.org/I210368670"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Droit","raw_affiliation_strings":["D\u00e9partement des T\u00e9l\u00e9communications, SNCF R\u00e9seau, La Plaine Saint Denis, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement des T\u00e9l\u00e9communications, SNCF R\u00e9seau, La Plaine Saint Denis, France","institution_ids":["https://openalex.org/I210368670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045458813"],"corresponding_institution_ids":["https://openalex.org/I210368670","https://openalex.org/I44563897"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.5716,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68567473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"23","issue":"13","first_page":"4655","last_page":"4671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.23510000109672546,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.23510000109672546,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.1932000070810318,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.043800000101327896,"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/evidential-learning","display_name":"evidential learning","score":0.7620000243186951},{"id":"https://openalex.org/keywords/joint-calibration","display_name":"joint calibration","score":0.6930000185966492},{"id":"https://openalex.org/keywords/binary-support-vector-machine","display_name":"binary support vector machine","score":0.7609999775886536},{"id":"https://openalex.org/keywords/classifier-combination","display_name":"classifier combination","score":0.6539999842643738},{"id":"https://openalex.org/keywords/probability-calibration","display_name":"probability calibration","score":0.7680000066757202},{"id":"https://openalex.org/keywords/dempster-shafer-evidence-theory","display_name":"Dempster-Shafer theory","score":0.9120000004768372},{"id":"https://openalex.org/keywords/uncertainty-representation","display_name":"uncertainty representation","score":0.6140000224113464},{"id":"https://openalex.org/keywords/ensemble-classification","display_name":"ensemble classification","score":0.30799999833106995}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7611187696456909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7282620072364807},{"id":"https://openalex.org/C189119545","wikidata":"https://www.wikidata.org/wiki/Q5128022","display_name":"Probabilistic classification","level":4,"score":0.7242185473442078},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7213691473007202},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6936967372894287},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6688897609710693},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6509385108947754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6227483749389648},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.598044216632843},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5237769484519958},{"id":"https://openalex.org/C173102733","wikidata":"https://www.wikidata.org/wiki/Q6760396","display_name":"Margin classifier","level":3,"score":0.503783643245697},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.48931190371513367},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.47602468729019165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4413847029209137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2001897394657135},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.08407893776893616},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06416255235671997},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00500-018-3429-x","doi":"https://doi.org/10.1007/s00500-018-3429-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-018-3429-x","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03217353v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03217353","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Soft Computing, 2019","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/32188","doi":null,"is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/32188","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I15057530","host_organization_name":"Universit\u00e9 de Bordeaux","host_organization_lineage":["https://openalex.org/I15057530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article de revue"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03217353v1","doi":null,"is_oa":true,"landing_page_url":"https://hal.science/hal-03217353","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"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":"Soft Computing, 2019","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W209020652","https://openalex.org/W654110765","https://openalex.org/W1512507469","https://openalex.org/W1542601440","https://openalex.org/W1553458173","https://openalex.org/W1598033630","https://openalex.org/W1602443498","https://openalex.org/W1618905105","https://openalex.org/W1970620780","https://openalex.org/W1973948212","https://openalex.org/W2012942264","https://openalex.org/W2017215485","https://openalex.org/W2035573225","https://openalex.org/W2066843515","https://openalex.org/W2098352249","https://openalex.org/W2099601787","https://openalex.org/W2124868070","https://openalex.org/W2134797726","https://openalex.org/W2147522526","https://openalex.org/W2153635508","https://openalex.org/W2158869137","https://openalex.org/W2159160074","https://openalex.org/W2159235508","https://openalex.org/W2197420588","https://openalex.org/W2402412545","https://openalex.org/W2403746960","https://openalex.org/W2487087946","https://openalex.org/W2498119267","https://openalex.org/W2514626349","https://openalex.org/W2755063064","https://openalex.org/W2797148637","https://openalex.org/W2973651390","https://openalex.org/W4301347335"],"related_works":["https://openalex.org/W2755063064","https://openalex.org/W209020652","https://openalex.org/W29454623","https://openalex.org/W1512507469","https://openalex.org/W4289812248","https://openalex.org/W4297875480","https://openalex.org/W2626566780","https://openalex.org/W7100193043","https://openalex.org/W2392497772","https://openalex.org/W2952278361"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-08-22T00:00:00"}