{"id":"https://openalex.org/W4392979577","doi":"https://doi.org/10.1109/tetci.2024.3375019","title":"Convolutional Fuzzy Neural Networks With Random Weights for Image Classification","display_name":"Convolutional Fuzzy Neural Networks With Random Weights for Image Classification","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W4392979577","doi":"https://doi.org/10.1109/tetci.2024.3375019"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3375019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3375019","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-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/A5038025778","display_name":"Yifan Wang","orcid":"https://orcid.org/0000-0002-0132-8222"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yifan Wang","raw_affiliation_strings":["School of Software Engineering, Xi'an Jiaotong University, Xi'an, China","Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035595838","display_name":"Hisao Ishibuchi","orcid":"https://orcid.org/0000-0001-9186-6472"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hisao Ishibuchi","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","PL"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068185614","display_name":"Jihua Zhu","orcid":"https://orcid.org/0000-0002-3081-8781"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihua Zhu","raw_affiliation_strings":["School of Software Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028103486","display_name":"Xiangyong Cao","orcid":"https://orcid.org/0000-0001-7912-3457"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyong Cao","raw_affiliation_strings":["School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Ministry of Education Key Lab for Intelligent Networks and Network Security, Xi'an, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100712167","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9548-0411"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Communication and Data Science, School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038025778"],"corresponding_institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.1757,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88487402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"5","first_page":"3279","last_page":"3293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.847000002861023,"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/T10320","display_name":"Neural Networks and Applications","score":0.847000002861023,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.7445999979972839,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6949505805969238},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5925998091697693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.586824893951416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5668392181396484},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5328709483146667},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4926071763038635},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4731884002685547}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6949505805969238},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5925998091697693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.586824893951416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5668392181396484},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5328709483146667},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4926071763038635},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4731884002685547}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3375019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3375019","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G510558730","display_name":null,"funder_award_id":"62272289","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5817505303","display_name":null,"funder_award_id":"62272375","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7543514444","display_name":null,"funder_award_id":"62250710163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8451601991","display_name":null,"funder_award_id":"62376115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W191001584","https://openalex.org/W1480643874","https://openalex.org/W1508853606","https://openalex.org/W1510147702","https://openalex.org/W1964494592","https://openalex.org/W2001610032","https://openalex.org/W2001773889","https://openalex.org/W2024000733","https://openalex.org/W2026131661","https://openalex.org/W2031878488","https://openalex.org/W2038900632","https://openalex.org/W2042184006","https://openalex.org/W2048819046","https://openalex.org/W2079325629","https://openalex.org/W2092108829","https://openalex.org/W2096027770","https://openalex.org/W2100659887","https://openalex.org/W2103560185","https://openalex.org/W2106115875","https://openalex.org/W2106404777","https://openalex.org/W2112796928","https://openalex.org/W2113076747","https://openalex.org/W2115733720","https://openalex.org/W2116896485","https://openalex.org/W2121647436","https://openalex.org/W2128539603","https://openalex.org/W2150231499","https://openalex.org/W2150856297","https://openalex.org/W2153635508","https://openalex.org/W2156383341","https://openalex.org/W2159033850","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2546302380","https://openalex.org/W2910240920","https://openalex.org/W2919115771","https://openalex.org/W3044492802","https://openalex.org/W3046046004","https://openalex.org/W3095028588","https://openalex.org/W3133541856","https://openalex.org/W3146325045","https://openalex.org/W3190458475","https://openalex.org/W3195095870","https://openalex.org/W4310336684","https://openalex.org/W4311840441","https://openalex.org/W4380303652","https://openalex.org/W4382657787","https://openalex.org/W6603161775","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6682126434","https://openalex.org/W6683965311"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2952813363","https://openalex.org/W4360783045","https://openalex.org/W2963346891","https://openalex.org/W3176438653","https://openalex.org/W2770149305","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W2291489469","https://openalex.org/W2546503577"],"abstract_inverted_index":{"Deep":[0],"fuzzy":[1,10,45,55,73,84,105,172],"neural":[2,38,56,106,112,122],"networks":[3,30,39,57,113],"have":[4,31,58,75,86],"established":[5],"a":[6,18,103,115],"fundamental":[7],"connection":[8],"between":[9,21],"systems":[11,74,85],"and":[12,174],"deep":[13,37,54,71,158,175,181],"learning":[14,33,142,159,176],"networks,":[15,123],"serving":[16],"as":[17,48],"crucial":[19],"bridge":[20],"two":[22],"research":[23],"fields":[24],"in":[25,64,93,128,131,156],"computational":[26,65],"intelligence.":[27,66],"These":[28],"hybrid":[29],"powerful":[32],"capability":[34],"stemming":[35],"from":[36,120],"while":[40],"leveraging":[41],"the":[42,68,80,140,144,165,188],"advantages":[43],"of":[44,70,95,143,152],"systems,":[46],"such":[47],"robustness.":[49],"Due":[50],"to":[51,139,179],"these":[52],"benefits,":[53],"recently":[59],"been":[60,87],"an":[61],"emerging":[62],"topic":[63],"With":[67],"help":[69],"learning,":[72],"achieved":[76],"great":[77],"performance":[78],"on":[79,193],"classification":[81],"task.":[82],"Although":[83],"extensively":[88],"investigated,":[89],"they":[90],"still":[91],"struggle":[92],"terms":[94],"image":[96],"classification.":[97],"In":[98],"this":[99],"paper,":[100],"we":[101],"propose":[102],"convolutional":[104,111,121,129],"network":[107],"that":[108,164,183],"combines":[109],"improved":[110],"with":[114,170],"fuzzy-set-based":[116],"fusion":[117],"technique.":[118],"Different":[119],"filters":[124],"are":[125],"randomly":[126],"generated":[127],"layers":[130],"our":[132],"model.":[133],"This":[134],"operation":[135],"not":[136],"only":[137],"leads":[138],"fast":[141],"model":[145],"but":[146],"also":[147],"avoids":[148],"some":[149],"notorious":[150],"problems":[151],"gradient":[153],"descent":[154],"procedures":[155],"conventional":[157],"methods.":[160],"Extensive":[161],"experiments":[162],"demonstrate":[163],"proposed":[166,189],"approach":[167,190],"is":[168],"competitive":[169],"state-of-the-art":[171],"models":[173,182],"models.":[177],"Compared":[178],"classical":[180],"require":[184],"massive":[185],"training":[186],"data,":[187],"works":[191],"well":[192],"small":[194],"datasets.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}