{"id":"https://openalex.org/W4401526731","doi":"https://doi.org/10.1007/978-3-031-73997-2_15","title":"Interpreting Fuzzy Decision Trees with\u00a0Probability-Possibility Mixtures","display_name":"Interpreting Fuzzy Decision Trees with\u00a0Probability-Possibility Mixtures","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4401526731","doi":"https://doi.org/10.1007/978-3-031-73997-2_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73997-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73997-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.sorbonne-universite.fr/hal-04670046/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111402870","display_name":"Didier Dubois","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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"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":"Didier Dubois","raw_affiliation_strings":["IRIT-CNRS, Universit\u00e9 Jean Jaur\u00e8s, Toulouse, France","CNRS - Centre National de la Recherche Scientifique (France)","IRIT-ADRIA - Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage (Institut de recherche en informatique de Toulouse - IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT-CNRS, Universit\u00e9 Jean Jaur\u00e8s, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"IRIT-ADRIA - Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage (Institut de recherche en informatique de Toulouse - IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9 - France)","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053996323","display_name":"Romain Guillaume","orcid":"https://orcid.org/0000-0003-4978-630X"},"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/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"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":"Romain Guillaume","raw_affiliation_strings":["IRIT-CNRS, Universit\u00e9 Jean Jaur\u00e8s, Toulouse, France","IRIT-ADRIA - Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage (Institut de recherche en informatique de Toulouse - IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9 - France)","UT2J - Universit\u00e9 Toulouse - Jean Jaur\u00e8s (5 all\u00e9es Antonio Machado - 31058 Toulouse Cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRIT-CNRS, Universit\u00e9 Jean Jaur\u00e8s, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"IRIT-ADRIA - Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage (Institut de recherche en informatique de Toulouse - IRIT\r\n118 Route de Narbonne\r\n31062 Toulouse Cedex 9 - France)","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"UT2J - Universit\u00e9 Toulouse - Jean Jaur\u00e8s (5 all\u00e9es Antonio Machado - 31058 Toulouse Cedex 9 - France)","institution_ids":["https://openalex.org/I4210152422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076504951","display_name":"Christophe Marsala","orcid":"https://orcid.org/0000-0002-4022-9796"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe Marsala","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, LIP6, 75005, Paris, France","LFI - Learning, Fuzzy and Intelligent systems (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, LIP6, 75005, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159731"]},{"raw_affiliation_string":"LFI - Learning, Fuzzy and Intelligent systems (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036957208","display_name":"Agn\u00e8s Rico","orcid":"https://orcid.org/0000-0001-5233-7180"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Lyon 1 Universit\u00e9","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I188626449","display_name":"Universit\u00e9 Lumi\u00e8re Lyon 2","ror":"https://ror.org/03rth4p18","country_code":"FR","type":"education","lineage":["https://openalex.org/I188626449","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I4210089636","display_name":"Entrep\u00f4ts, Repr\u00e9sentation et Ing\u00e9nierie des Connaissances","ror":"https://ror.org/009frb846","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I188626449","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210089636"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Agn\u00e8s Rico","raw_affiliation_strings":["ERIC, Universit\u00e9 Lyon 1, Lyon, France","ERIC - Entrep\u00f4ts, Repr\u00e9sentation et Ing\u00e9nierie des Connaissances (Universit\u00e9 Lumi\u00e8re Lyon 2 \r\n5 avenue Pierre Mend\u00e8s-France \r\n69676 Bron Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ERIC, Universit\u00e9 Lyon 1, Lyon, France","institution_ids":["https://openalex.org/I100532134"]},{"raw_affiliation_string":"ERIC - Entrep\u00f4ts, Repr\u00e9sentation et Ing\u00e9nierie des Connaissances (Universit\u00e9 Lumi\u00e8re Lyon 2 \r\n5 avenue Pierre Mend\u00e8s-France \r\n69676 Bron Cedex - France)","institution_ids":["https://openalex.org/I188626449","https://openalex.org/I4210089636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5076504951"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159731"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00170329,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9939000010490417,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.4401073455810547},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41015028953552246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3691316246986389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28186580538749695}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4401073455810547},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41015028953552246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3691316246986389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28186580538749695}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-73997-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73997-2_15","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04670046v1","is_oa":true,"landing_page_url":"https://hal.sorbonne-universite.fr/hal-04670046","pdf_url":"https://hal.sorbonne-universite.fr/hal-04670046/document","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":"https://ipmu2024.inesc-id.pt/files/paper_1082.pdf","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04670046v1","is_oa":true,"landing_page_url":"https://hal.sorbonne-universite.fr/hal-04670046","pdf_url":"https://hal.sorbonne-universite.fr/hal-04670046/document","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":"https://ipmu2024.inesc-id.pt/files/paper_1082.pdf","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401526731.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W69084871","https://openalex.org/W200643186","https://openalex.org/W748373178","https://openalex.org/W1939244059","https://openalex.org/W2015487637","https://openalex.org/W2040810017","https://openalex.org/W2052448901","https://openalex.org/W2158940654","https://openalex.org/W3201496782","https://openalex.org/W4234672050","https://openalex.org/W4234836739","https://openalex.org/W4245152641","https://openalex.org/W4301347335","https://openalex.org/W4386015020"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}