{"id":"https://openalex.org/W2170192324","doi":"https://doi.org/10.1109/ijcnn.2007.4371426","title":"Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition","display_name":"Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2170192324","doi":"https://doi.org/10.1109/ijcnn.2007.4371426","mag":"2170192324"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4371426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371426","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"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 International Joint Conference on Neural Networks","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/A5056457256","display_name":"Olivia Mendoza","orcid":"https://orcid.org/0000-0002-9321-2322"},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Olivia Mendoza","raw_affiliation_strings":["Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico","institution_ids":["https://openalex.org/I173664879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090320352","display_name":"Patricia Mel\u00edn","orcid":"https://orcid.org/0000-0001-5798-1426"},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Patricia Melin","raw_affiliation_strings":["Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico","institution_ids":["https://openalex.org/I173664879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011984708","display_name":"Guillermo Licea","orcid":"https://orcid.org/0000-0002-7304-8051"},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Guillermo Licea","raw_affiliation_strings":["Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Research and Graduate Studies, Universidad Aut\u00f3noma de Baja California, Tijuana, Mexico","institution_ids":["https://openalex.org/I173664879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056457256"],"corresponding_institution_ids":["https://openalex.org/I173664879"],"apc_list":null,"apc_paid":null,"fwci":2.664,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91078697,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1","issue":null,"first_page":"2931","last_page":"2935"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9987000226974487,"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":0.9987000226974487,"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/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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/T14438","display_name":"Advanced Scientific Research Methods","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.7408092021942139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6702867150306702},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6294592618942261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6272314786911011},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5933117866516113},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.544940710067749},{"id":"https://openalex.org/keywords/modular-neural-network","display_name":"Modular neural network","score":0.5236413478851318},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.5166063904762268},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.4701637923717499},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46397003531455994},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4570058584213257},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.448780357837677},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41962891817092896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40593987703323364},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.35507315397262573},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.25189074873924255}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7408092021942139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6702867150306702},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6294592618942261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6272314786911011},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5933117866516113},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.544940710067749},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.5236413478851318},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.5166063904762268},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.4701637923717499},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46397003531455994},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4570058584213257},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.448780357837677},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41962891817092896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40593987703323364},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.35507315397262573},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.25189074873924255},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2007.4371426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4371426","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"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 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.800000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W68065995","https://openalex.org/W166951565","https://openalex.org/W564030374","https://openalex.org/W1538954065","https://openalex.org/W1977168717","https://openalex.org/W2104869141","https://openalex.org/W2120886275","https://openalex.org/W2158247472","https://openalex.org/W2164879989","https://openalex.org/W2469280607","https://openalex.org/W2498804620","https://openalex.org/W2913642042","https://openalex.org/W4206636130"],"related_works":["https://openalex.org/W2363207722","https://openalex.org/W2535721498","https://openalex.org/W2970341154","https://openalex.org/W1822851171","https://openalex.org/W2914044032","https://openalex.org/W2132937254","https://openalex.org/W2237583916","https://openalex.org/W2375724855","https://openalex.org/W2170192324","https://openalex.org/W18972193"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"consider":[4],"a":[5,58,67],"Modular":[6],"Neural":[7],"Network":[8],"combined":[9],"with":[10],"two":[11],"Interval":[12],"Type-2":[13],"Fuzzy":[14,52],"Inference":[15],"Systems":[16],"(FIS":[17],"2)":[18],"for":[19,28,43],"image":[20],"recognition.":[21],"The":[22],"first":[23],"FIS":[24],"2":[25],"is":[26,54],"used":[27],"edges":[29],"detection":[30],"in":[31],"training":[32],"data,":[33],"and":[34],"the":[35,40,44,64,71,74],"second":[36],"one":[37],"to":[38,56],"find":[39],"best":[41],"parameters":[42],"Sugeno":[45],"Integral":[46],"as":[47],"decision":[48],"operator.":[49],"Once":[50],"again":[51],"Logic":[53],"shown":[55],"be":[57],"tool":[59],"that":[60],"can":[61],"help":[62],"improve":[63],"results":[65],"of":[66,73],"neural":[68],"system":[69],"facilitating":[70],"representation":[72],"human":[75],"perception.":[76]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
