{"id":"https://openalex.org/W2156279860","doi":"https://doi.org/10.1109/fuzzy.2008.4630350","title":"A fuzzy clustering approach on the classification of non uniform cosmetic defects","display_name":"A fuzzy clustering approach on the classification of non uniform cosmetic defects","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2156279860","doi":"https://doi.org/10.1109/fuzzy.2008.4630350","mag":"2156279860"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2008.4630350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2008.4630350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"},"type":"article","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/A5059423098","display_name":"Mario I. Chacon M.","orcid":null},"institutions":[{"id":"https://openalex.org/I142652706","display_name":"Autonomous University of Chihuahua","ror":"https://ror.org/04mrrw205","country_code":"MX","type":"education","lineage":["https://openalex.org/I142652706"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Mario I. Chacon M.","raw_affiliation_strings":["DSP & Vision Laboratory at the Chihuahua, Institute of Technology Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"DSP & Vision Laboratory at the Chihuahua, Institute of Technology Mexico, Mexico","institution_ids":["https://openalex.org/I142652706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100896965","display_name":"Juan I. Nevarez S.","orcid":null},"institutions":[{"id":"https://openalex.org/I142652706","display_name":"Autonomous University of Chihuahua","ror":"https://ror.org/04mrrw205","country_code":"MX","type":"education","lineage":["https://openalex.org/I142652706"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan I. Nevarez S.","raw_affiliation_strings":["DSP & Vision Laboratory at the Chihuahua, Institute of Technology Mexico, Mexico"],"affiliations":[{"raw_affiliation_string":"DSP & Vision Laboratory at the Chihuahua, Institute of Technology Mexico, Mexico","institution_ids":["https://openalex.org/I142652706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059423098"],"corresponding_institution_ids":["https://openalex.org/I142652706"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20666093,"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":"98","last_page":"103"},"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":0.9769999980926514,"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":0.9769999980926514,"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/T10057","display_name":"Face and Expression Recognition","score":0.9677000045776367,"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"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9456999897956848,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7557210922241211},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.631650447845459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6224555373191833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6051329374313354},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5937803983688354},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49752548336982727},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4947771430015564},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4889944791793823},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.430753618478775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42301759123802185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4042104482650757}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7557210922241211},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.631650447845459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6224555373191833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6051329374313354},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5937803983688354},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49752548336982727},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4947771430015564},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4889944791793823},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.430753618478775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42301759123802185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4042104482650757},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2008.4630350","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2008.4630350","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324203","display_name":"Direcci\u00f3n General de Educaci\u00f3n Superior Tecnol\u00f3gica","ror":"https://ror.org/02e1c4h55"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W4173819","https://openalex.org/W36570767","https://openalex.org/W1494730498","https://openalex.org/W1575550427","https://openalex.org/W2079498761","https://openalex.org/W2087041021","https://openalex.org/W2102397532","https://openalex.org/W2119462282","https://openalex.org/W2131130331","https://openalex.org/W2146177913","https://openalex.org/W2153233077","https://openalex.org/W2159498975","https://openalex.org/W2167638481","https://openalex.org/W2186120417","https://openalex.org/W2415715393","https://openalex.org/W2483347049","https://openalex.org/W4244786066"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4292434959"],"abstract_inverted_index":{"In":[0],"this":[1,21,117],"paper":[2,16,98],"a":[3,61,85],"fuzzy":[4,34,73,105],"clustering":[5,37,74],"approach":[6,106],"for":[7],"the":[8,18,25,47,53,72,77,101,104,108,123],"classification":[9,22],"of":[10,20,52,125],"cosmetic":[11,48],"defects":[12],"is":[13,39,65],"presented.":[14],"The":[15,36,50,97,113],"investigates":[17],"solution":[19],"problem":[23,114],"with":[24,31,128],"Gustafson-Kessel":[26],"(GK),":[27],"and":[28,68,107],"Geth-Geva":[29],"(GG)":[30],"Abonyi-Szeifert":[32],"(AS)":[33],"algorithms.":[35],"process":[38],"achieved":[40],"on":[41],"multidimensional":[42],"feature":[43],"vectors":[44],"that":[45,88],"represent":[46],"defects.":[49],"performance":[51,124],"GK":[54],"algorithm":[55],"may":[56],"be":[57,80],"considered":[58],"similar":[59],"to":[60,79,84,94,121],"human":[62,86],"inspector":[63,87],"which":[64],"between":[66,103],"85%":[67],"90%":[69],"approximately.":[70],"However,":[71],"technique":[75],"has":[76],"advantage":[78],"very":[81],"consistent,":[82],"contrary":[83],"can":[89],"change":[90],"her/his":[91],"mind":[92],"due":[93],"subjective":[95],"influences.":[96],"also":[99,119],"presents":[100],"comparison":[102],"artificial":[109],"neural":[110],"network":[111],"approach.":[112],"faced":[115],"in":[116,130],"work":[118],"helped":[120],"compare":[122],"FC":[126],"algorithms":[127],"ANN":[129],"real":[131],"world":[132],"applications.":[133]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
