{"id":"https://openalex.org/W2944118478","doi":"https://doi.org/10.1109/is.2018.8710465","title":"VC Dimension Based Fuzzy Sigmoid Neural Network (VC-FSNN)","display_name":"VC Dimension Based Fuzzy Sigmoid Neural Network (VC-FSNN)","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2944118478","doi":"https://doi.org/10.1109/is.2018.8710465","mag":"2944118478"},"language":"en","primary_location":{"id":"doi:10.1109/is.2018.8710465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","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/A5029039638","display_name":"Linu Pinto","orcid":"https://orcid.org/0000-0002-2869-1443"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Linu Pinto","raw_affiliation_strings":["Department of Mathematics, Cochin University of Science and Technology, Kochi, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Cochin University of Science and Technology, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063059061","display_name":"Sasi Gopalan","orcid":"https://orcid.org/0000-0003-2332-8589"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sasi Gopalan","raw_affiliation_strings":["School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Cochin University of Science and Technology, Kochi, Kerala, India","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052850765","display_name":"S. Sundararajan","orcid":"https://orcid.org/0000-0003-2240-7488"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Sundararajan","raw_affiliation_strings":["Electronics and Instrumentation Deptartment, Federal Institute of science and Technology, Kerala, India"],"affiliations":[{"raw_affiliation_string":"Electronics and Instrumentation Deptartment, Federal Institute of science and Technology, Kerala, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029039638"],"corresponding_institution_ids":["https://openalex.org/I20497027"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21367753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4492","issue":null,"first_page":"318","last_page":"323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9966999888420105,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9850000143051147,"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/computer-science","display_name":"Computer science","score":0.7407453060150146},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7106534242630005},{"id":"https://openalex.org/keywords/vc-dimension","display_name":"VC dimension","score":0.5612702369689941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5309868454933167},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5159167051315308},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.5051985383033752},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5033640265464783},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.4837524890899658},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46147581934928894},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.41971856355667114},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41005662083625793},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3607988953590393},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15795046091079712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7407453060150146},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7106534242630005},{"id":"https://openalex.org/C119322782","wikidata":"https://www.wikidata.org/wiki/Q2662236","display_name":"VC dimension","level":2,"score":0.5612702369689941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5309868454933167},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5159167051315308},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.5051985383033752},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5033640265464783},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.4837524890899658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46147581934928894},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.41971856355667114},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41005662083625793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3607988953590393},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15795046091079712},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2018.8710465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710465","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W70212145","https://openalex.org/W431894636","https://openalex.org/W588537167","https://openalex.org/W1480499088","https://openalex.org/W1542886316","https://openalex.org/W1609536578","https://openalex.org/W1883152998","https://openalex.org/W1980056622","https://openalex.org/W1981144549","https://openalex.org/W2001002255","https://openalex.org/W2006628538","https://openalex.org/W2019207321","https://openalex.org/W2051509727","https://openalex.org/W2062706881","https://openalex.org/W2143000094","https://openalex.org/W2148459180","https://openalex.org/W2158316397","https://openalex.org/W2309460698","https://openalex.org/W4239510810","https://openalex.org/W6602842415","https://openalex.org/W6681134323"],"related_works":["https://openalex.org/W1494863055","https://openalex.org/W2153687934","https://openalex.org/W578536148","https://openalex.org/W2399748593","https://openalex.org/W1608010788","https://openalex.org/W2608720870","https://openalex.org/W2963241012","https://openalex.org/W4303648909","https://openalex.org/W4391212052","https://openalex.org/W4294560781"],"abstract_inverted_index":{"In":[0],"a":[1,32,54],"supervised":[2],"learning":[3],"system":[4],"the":[5,14,17,20,26,44,64,68,72],"combination":[6],"of":[7,16,22,46,71],"fuzzy":[8],"and":[9,25],"neural":[10,33],"network":[11,18,34],"(NN)":[12],"balancing":[13],"complexity":[15],"by":[19],"modification":[21],"membership":[23],"functions":[24],"hidden":[27,47,69],"nodes.":[28],"This":[29],"paper":[30],"presents":[31],"for":[35,43,67],"classification":[36],"based":[37],"on":[38],"Vapnik":[39],"Chervonenkis":[40],"Dimensions":[41],"(VC)":[42],"structuring":[45],"layers.":[48],"A":[49],"strong":[50],"mathematical":[51],"structure":[52],"with":[53,78],"quartic":[55],"equation":[56],"is":[57,76],"developed":[58],"in":[59],"this":[60],"work":[61],"to":[62],"optimize":[63],"lower":[65],"bound":[66],"nodes":[70],"network.":[73],"Experimentally":[74],"it":[75],"analyzed":[77],"Thyroid":[79],"dataset":[80],"from":[81],"UCI":[82],"Machine":[83],"Learning":[84],"Repository":[85],"using":[86],"MATLAB":[87],"R2018":[88],"(a)":[89],"software.":[90]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
