{"id":"https://openalex.org/W2144972831","doi":"https://doi.org/10.1109/fuzzy.2005.1452464","title":"Fuzzy Inductive Logic Programming: Learning Fuzzy Rules with their Implication","display_name":"Fuzzy Inductive Logic Programming: Learning Fuzzy Rules with their Implication","publication_year":2005,"publication_date":"2005-07-28","ids":{"openalex":"https://openalex.org/W2144972831","doi":"https://doi.org/10.1109/fuzzy.2005.1452464","mag":"2144972831"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2005.1452464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"},"type":"preprint","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/A5004249005","display_name":"Mathieu Serrurier","orcid":"https://orcid.org/0000-0002-8959-1091"},"institutions":[{"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","https://openalex.org/I4405258862"]},{"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/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"M. Serrurier","raw_affiliation_strings":["IRIT, University of Paul Sabatier, Toulouse, France","Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage"],"affiliations":[{"raw_affiliation_string":"IRIT, University of Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077754056","display_name":"Thomas Sudkamp","orcid":null},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Sudkamp","raw_affiliation_strings":["Wright State University, Dayton, OH, USA","Wright State University"],"affiliations":[{"raw_affiliation_string":"Wright State University, Dayton, OH, USA","institution_ids":["https://openalex.org/I19648265"]},{"raw_affiliation_string":"Wright State University","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018014010","display_name":"Didier Dubois","orcid":"https://orcid.org/0000-0002-6505-2536"},"institutions":[{"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","https://openalex.org/I4405258862"]},{"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/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Dubois","raw_affiliation_strings":["IRIT, University of Paul Sabatier, Toulouse, France","Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage"],"affiliations":[{"raw_affiliation_string":"IRIT, University of Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109067387","display_name":"Henri Prade","orcid":null},"institutions":[{"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","https://openalex.org/I4405258862"]},{"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/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"H. Prade","raw_affiliation_strings":["IRIT, University of Paul Sabatier, Toulouse, France","Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage"],"affiliations":[{"raw_affiliation_string":"IRIT, University of Paul Sabatier, Toulouse, France","institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"]},{"raw_affiliation_string":"Argumentation, D\u00e9cision, Raisonnement, Incertitude et Apprentissage","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004249005"],"corresponding_institution_ids":["https://openalex.org/I134560555","https://openalex.org/I4210119061"],"apc_list":null,"apc_paid":null,"fwci":0.8514,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86038182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"613","last_page":"618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9912999868392944,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9882000088691711,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9872999787330627,"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/inductive-logic-programming","display_name":"Inductive logic programming","score":0.7187515497207642},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.7027053833007812},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.681959331035614},{"id":"https://openalex.org/keywords/fuzzy-control-language","display_name":"Fuzzy Control Language","score":0.6363049745559692},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6242266297340393},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5852102041244507},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.5836703777313232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5832840204238892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5499529242515564},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.540922224521637},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.5155896544456482},{"id":"https://openalex.org/keywords/fuzzy-associative-matrix","display_name":"Fuzzy associative matrix","score":0.47860047221183777},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.442770391702652},{"id":"https://openalex.org/keywords/fuzzy-electronics","display_name":"Fuzzy electronics","score":0.4191809594631195},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37748533487319946},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.36438342928886414},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2487148642539978}],"concepts":[{"id":"https://openalex.org/C2779382394","wikidata":"https://www.wikidata.org/wiki/Q1464197","display_name":"Inductive logic programming","level":2,"score":0.7187515497207642},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.7027053833007812},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.681959331035614},{"id":"https://openalex.org/C125228749","wikidata":"https://www.wikidata.org/wiki/Q5511064","display_name":"Fuzzy Control Language","level":5,"score":0.6363049745559692},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6242266297340393},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5852102041244507},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.5836703777313232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5832840204238892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5499529242515564},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.540922224521637},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.5155896544456482},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.47860047221183777},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.442770391702652},{"id":"https://openalex.org/C102805184","wikidata":"https://www.wikidata.org/wiki/Q5511117","display_name":"Fuzzy electronics","level":5,"score":0.4191809594631195},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37748533487319946},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.36438342928886414},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2487148642539978},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzzy.2005.1452464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2005.1452464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05.","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03367394v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03367394","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":"https://ieeexplore.ieee.org/document/1452464","raw_type":"Conference papers"},{"id":"pmh:oai:corescholar.libraries.wright.edu:cse-1424","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/document/1452464/","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science and Engineering Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W129092644","https://openalex.org/W144550218","https://openalex.org/W1505763136","https://openalex.org/W1585743408","https://openalex.org/W1965552673","https://openalex.org/W1971078475","https://openalex.org/W1999138184","https://openalex.org/W2032427901","https://openalex.org/W2119831128","https://openalex.org/W2149706766","https://openalex.org/W2156849891","https://openalex.org/W2169042011","https://openalex.org/W2187164964","https://openalex.org/W2493743065","https://openalex.org/W3139831614","https://openalex.org/W4236137412","https://openalex.org/W4249215961","https://openalex.org/W6635046684","https://openalex.org/W6683374318"],"related_works":["https://openalex.org/W2144972831","https://openalex.org/W1971078475","https://openalex.org/W3046418347","https://openalex.org/W2058618799","https://openalex.org/W610756163","https://openalex.org/W2164583037","https://openalex.org/W2460597156","https://openalex.org/W2132898927","https://openalex.org/W204090352","https://openalex.org/W4253404771"],"abstract_inverted_index":{"Inductive":[0],"logic":[1,108],"programming":[2],"(ILP)":[3],"is":[4,69,76,86],"a":[5,66,125],"generic":[6],"tool":[7],"aiming":[8],"at":[9],"learning":[10,82],"rules":[11,35,92],"from":[12],"relational":[13],"databases.":[14],"Introducing":[15],"fuzzy":[16,19,44,67,94,107],"sets":[17,45],"arid":[18],"implication":[20,73,101],"connectives":[21],"in":[22,80,109],"this":[23,61],"framework":[24],"allows":[25],"us":[26],"to":[27,77],"increase":[28],"the":[29,33,38,41,47,63,81,98,112],"expressive":[30],"power":[31],"of":[32,40,49,65,105,115],"induced":[34],"while":[36],"keeping":[37],"readability":[39],"rules.":[42],"Moreover,":[43],"facilitate":[46],"handling":[48],"numerical":[50],"attributes":[51],"by":[52,71],"avoiding":[53],"crisp":[54],"and":[55,111,122],"arbitrary":[56],"transitions":[57],"between":[58],"classes.":[59],"In":[60],"paper,":[62],"meaning":[64],"rule":[68],"encoded":[70],"its":[72],"operator,":[74],"which":[75],"be":[78],"determined":[79],"process.":[83],"An":[84],"algorithm":[85],"proposed":[87],"for":[88],"inducing":[89],"first":[90],"order":[91],"having":[93],"predicates,":[95],"together":[96],"with":[97],"most":[99],"appropriate":[100],"operator.":[102],"The":[103],"benefits":[104],"introducing":[106],"ILP":[110],"validation":[113],"process":[114],"what":[116],"has":[117],"been":[118],"learnt":[119],"are":[120],"discussed":[121],"illustrated":[123],"on":[124],"benchmark":[126]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2016-06-24T00:00:00"}