{"id":"https://openalex.org/W2170072088","doi":"https://doi.org/10.1109/fuzzy.2007.4295623","title":"A feature selection method based on Choquet Integral and Typicality Analysis","display_name":"A feature selection method based on Choquet Integral and Typicality Analysis","publication_year":2007,"publication_date":"2007-06-01","ids":{"openalex":"https://openalex.org/W2170072088","doi":"https://doi.org/10.1109/fuzzy.2007.4295623","mag":"2170072088"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2007.4295623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2007.4295623","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"Proceedings of ... IEEE International Conference on Fuzzy Systems","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Fuzzy Systems Conference","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/A5070008747","display_name":"Cyril Mazaud","orcid":null},"institutions":[{"id":"https://openalex.org/I2802505300","display_name":"\u00c9cole Sup\u00e9rieure d'Ing\u00e9nieurs en G\u00e9nie \u00c9lectrique","ror":"https://ror.org/01apwkd48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802505300"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Mazaud","raw_affiliation_strings":["IEC TC103 National Project Team of IEICE, Graduate School of Engineering, Department of EEI, Universite Henri Poincare, Vandoeuvre-les-Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IEC TC103 National Project Team of IEICE, Graduate School of Engineering, Department of EEI, Universite Henri Poincare, Vandoeuvre-les-Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I2802505300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056464296","display_name":"Jan Rendek","orcid":null},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jan Rendek","raw_affiliation_strings":["Lorraine Laboratory of IT Research and Its Application, Universit\u00e9 Henri Poincar\u00e9, Vandoeuvre-les-Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lorraine Laboratory of IT Research and Its Application, Universit\u00e9 Henri Poincar\u00e9, Vandoeuvre-les-Nancy, France","institution_ids":["https://openalex.org/I90183372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021608899","display_name":"Vincent Bombardier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110792","display_name":"Centre de Recherche en Automatique de Nancy","ror":"https://ror.org/022r5hc56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210099203","https://openalex.org/I4210100260","https://openalex.org/I4210110792","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Bombardier","raw_affiliation_strings":["Research Centre for Automatic Control, CRAN Centre de Recherche en Automatique de Nancy, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Centre for Automatic Control, CRAN Centre de Recherche en Automatique de Nancy, France","institution_ids":["https://openalex.org/I4210110792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080615669","display_name":"Laurent Wendling","orcid":"https://orcid.org/0000-0003-1091-5995"},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Wendling","raw_affiliation_strings":["Lorraine Laboratory of IT Research, Loria, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lorraine Laboratory of IT Research, Loria, France","institution_ids":["https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9987000226974487,"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/T10320","display_name":"Neural Networks and Applications","score":0.982200026512146,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/feature-selection","display_name":"Feature selection","score":0.8069649934768677},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7693707942962646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7411848902702332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6633546352386475},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6479661464691162},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6008282899856567},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5049791932106018},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4932977557182312},{"id":"https://openalex.org/keywords/choquet-integral","display_name":"Choquet integral","score":0.47011294960975647},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4611170291900635},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.44617703557014465},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.4362064003944397},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3930036723613739},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3922945559024811},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.33779293298721313}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.8069649934768677},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7693707942962646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411848902702332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6633546352386475},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6479661464691162},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6008282899856567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5049791932106018},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4932977557182312},{"id":"https://openalex.org/C112799922","wikidata":"https://www.wikidata.org/wiki/Q5104911","display_name":"Choquet integral","level":3,"score":0.47011294960975647},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4611170291900635},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.44617703557014465},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.4362064003944397},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3930036723613739},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3922945559024811},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.33779293298721313},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzzy.2007.4295623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2007.4295623","pdf_url":null,"source":{"id":"https://openalex.org/S4210187232","display_name":"Proceedings of ... IEEE International Conference on Fuzzy Systems","issn_l":"1098-7584","issn":["1098-7584"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Fuzzy Systems Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.931.2729","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.931.2729","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.archives-ouvertes.fr/hal-00137983/document/","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00137983v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00137983","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":"16th International Conference on Fuzzy Systems - FUZZIEEE'07, Jul 2007, Londres, United Kingdom. pp.1703-1708, ⟨10.1109/FUZZY.2007.4295623⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W105027288","https://openalex.org/W1538372379","https://openalex.org/W1562353621","https://openalex.org/W1898764511","https://openalex.org/W1966176242","https://openalex.org/W1969855798","https://openalex.org/W1971078475","https://openalex.org/W1983425265","https://openalex.org/W1984123435","https://openalex.org/W2008644588","https://openalex.org/W2020355555","https://openalex.org/W2033810643","https://openalex.org/W2045814707","https://openalex.org/W2092851543","https://openalex.org/W2097460058","https://openalex.org/W2101206561","https://openalex.org/W2106997031","https://openalex.org/W2115629999","https://openalex.org/W2134880090","https://openalex.org/W2141348861","https://openalex.org/W2144364256","https://openalex.org/W2158275940","https://openalex.org/W2159033850","https://openalex.org/W2162624281","https://openalex.org/W4251036056","https://openalex.org/W6675832806","https://openalex.org/W6722226382"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W4312407344"],"abstract_inverted_index":{"An":[0],"iterative":[1],"feature":[2,7,57],"selection":[3,58,87],"method":[4,46],"based":[5],"on":[6],"typicality":[8],"and":[9,61],"interactivity":[10],"analysis":[11],"is":[12,19,47,59],"presented":[13],"in":[14],"this":[15],"paper.":[16],"The":[17,36,80],"aim":[18],"to":[20,50,78,84,96],"enhance":[21],"model":[22],"interpretability":[23],"by":[24,69,88],"selecting":[25],"the":[26,64,75,97],"best":[27,76],"significant":[28],"features":[29,68,95],"among":[30],"a":[31,40,51,91],"list":[32],"extracted":[33],"from":[34],"images.":[35],"inference":[37],"mechanism":[38],"uses":[39,67],"fuzzy":[41],"linguistic":[42],"rule-based":[43],"system.":[44],"This":[45],"applied":[48],"here":[49],"wood":[52],"defect":[53],"classification":[54],"problem.":[55,99],"Nowadays,":[56],"expertise-driven":[60],"most":[62],"of":[63,94],"time,":[65],"expert":[66,86],"habits":[70],"which":[71],"not":[72],"always":[73],"represent":[74],"ones":[77],"use.":[79],"proposed":[81],"approach":[82],"aims":[83],"replace":[85],"automatically":[89],"choosing":[90],"suitable":[92],"set":[93],"recognition":[98]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}