{"id":"https://openalex.org/W2056503419","doi":"https://doi.org/10.1109/socpar.2014.7007993","title":"Supervised wavelet-network based fuzzy-logic classifier performance on the UCI databases","display_name":"Supervised wavelet-network based fuzzy-logic classifier performance on the UCI databases","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2056503419","doi":"https://doi.org/10.1109/socpar.2014.7007993","mag":"2056503419"},"language":"en","primary_location":{"id":"doi:10.1109/socpar.2014.7007993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7007993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","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/A5041655108","display_name":"Olfa Jemai","orcid":"https://orcid.org/0009-0000-9037-4169"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Olfa Jemai","raw_affiliation_strings":["REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068638298","display_name":"Tahani Bouchrika","orcid":"https://orcid.org/0000-0002-9538-8268"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Tahani Bouchrika","raw_affiliation_strings":["REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074838703","display_name":"Mourad Zaied","orcid":"https://orcid.org/0000-0003-4013-5834"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mourad Zaied","raw_affiliation_strings":["REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036168795","display_name":"Chokri Ben Amar","orcid":"https://orcid.org/0000-0002-0129-7577"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Chokri Ben Amar","raw_affiliation_strings":["REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"REGIM-Lab: REsearch Groups in Intelligent Machines University of Sfax, National Engineering School of Sfax (ENIS), Tunisia","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, Sfax, 3038, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2687,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.85170436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"128","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9842000007629395,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9842000007629395,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9799000024795532,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9664999842643738,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7868629693984985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7029503583908081},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6401087045669556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5999572277069092},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5984998941421509},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.43017542362213135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42529308795928955},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.416924387216568},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4134540557861328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868629693984985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7029503583908081},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6401087045669556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5999572277069092},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5984998941421509},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.43017542362213135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42529308795928955},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.416924387216568},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4134540557861328}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socpar.2014.7007993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7007993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7699999809265137,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1480005016","https://openalex.org/W1973747660","https://openalex.org/W2001626771","https://openalex.org/W2015692955","https://openalex.org/W2021552390","https://openalex.org/W2024284069","https://openalex.org/W2047227474","https://openalex.org/W2048010174","https://openalex.org/W2048388799","https://openalex.org/W2067896445","https://openalex.org/W2072638470","https://openalex.org/W2084812512","https://openalex.org/W2129041434","https://openalex.org/W2134298604","https://openalex.org/W2143712802","https://openalex.org/W2158978266","https://openalex.org/W2160380264","https://openalex.org/W2543766501","https://openalex.org/W3009784374"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2059273319","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Supervised":[0],"machine":[1],"learning":[2,26],"is":[3,15,49,73],"an":[4,16],"important":[5],"field":[6],"with":[7,22,84],"many":[8,57],"immediate":[9],"applications.":[10],"As":[11],"a":[12,23,33,42,68,87,97],"result,":[13],"there":[14],"increasing":[17],"number":[18],"of":[19,25,36,86,119],"public":[20],"tools":[21],"diversity":[24],"approaches.":[27],"In":[28],"this":[29],"paper":[30],"we":[31],"propose":[32],"new":[34,69],"architecture":[35],"wavelet":[37,44],"network":[38],"classifier":[39,48],"learnt":[40],"by":[41,66,75],"fast":[43],"transform":[45],"(FWN).":[46],"This":[47],"well":[50,125],"suited":[51],"for":[52,79],"data":[53,81],"classification":[54,70,121],"and":[55],"has":[56],"advantages":[58],"compared":[59],"to":[60],"other":[61,111],"ones.":[62],"We":[63],"have":[64],"contributed":[65],"proposing":[67],"way.":[71],"It":[72],"characterized":[74],"its":[76],"novel":[77],"technique":[78],"processing":[80],"similarity":[82],"distances,":[83],"involvement":[85],"fuzzy":[88],"decision":[89],"support":[90],"system":[91,108],"(FDSS)":[92],"in":[93,114,117],"decision-making,":[94],"which":[95],"operates":[96],"human":[98],"reasoning":[99],"mode.":[100],"The":[101],"empirical":[102],"results":[103],"demonstrate":[104],"that":[105],"the":[106,110,115],"proposed":[107],"outperforms":[109],"ones,":[112],"published":[113],"literature,":[116],"terms":[118],"global":[120],"rates":[122],"on":[123],"different":[124],"known":[126],"datasets.":[127]},"counts_by_year":[{"year":2015,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
