{"id":"https://openalex.org/W2771592616","doi":"https://doi.org/10.1109/smc.2017.8122625","title":"Cumulative fuzzy class membership criterion decision-based classifier","display_name":"Cumulative fuzzy class membership criterion decision-based classifier","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2771592616","doi":"https://doi.org/10.1109/smc.2017.8122625","mag":"2771592616"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8122625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5076071860","display_name":"Patrik Sabol","orcid":"https://orcid.org/0000-0003-0710-6492"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":true,"raw_author_name":"Patrik Sabol","raw_affiliation_strings":["Department of Artificial Intelligence and Cybernetics, Technical University of Kosice, Ko\u0161ice, Slovakia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Cybernetics, Technical University of Kosice, Ko\u0161ice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009231271","display_name":"Peter Sin\u010d\u00e1k","orcid":"https://orcid.org/0000-0002-0994-5495"},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Peter Sincak","raw_affiliation_strings":["Department of Artificial Intelligence and Cybernetics, Technical University of Kosice, Ko\u0161ice, Slovakia"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Cybernetics, Technical University of Kosice, Ko\u0161ice, Slovakia","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067222849","display_name":"Jan Buca","orcid":null},"institutions":[{"id":"https://openalex.org/I183764125","display_name":"Technical University of Ko\u0161ice","ror":"https://ror.org/05xm08015","country_code":"SK","type":"education","lineage":["https://openalex.org/I183764125"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Jan Buca","raw_affiliation_strings":["Technicka univerzita v Kosiciach, Kosice, Ko\u00c5\u00a1ice, SK","Technicka univerzita v Kosiciach, Kosice, Ko\u0161ice, SK"],"affiliations":[{"raw_affiliation_string":"Technicka univerzita v Kosiciach, Kosice, Ko\u00c5\u00a1ice, SK","institution_ids":["https://openalex.org/I183764125"]},{"raw_affiliation_string":"Technicka univerzita v Kosiciach, Kosice, Ko\u0161ice, SK","institution_ids":["https://openalex.org/I183764125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072759330","display_name":"Pitoyo Hartono","orcid":"https://orcid.org/0000-0002-2807-6002"},"institutions":[{"id":"https://openalex.org/I98940699","display_name":"Chukyo University","ror":"https://ror.org/04ajrmg05","country_code":"JP","type":"education","lineage":["https://openalex.org/I98940699"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Pitoyo Hartono","raw_affiliation_strings":["School of Engineering, Chukyo University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Chukyo University, Nagoya, Japan","institution_ids":["https://openalex.org/I98940699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076071860"],"corresponding_institution_ids":["https://openalex.org/I183764125"],"apc_list":null,"apc_paid":null,"fwci":0.39,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71773259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"334","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.988099992275238,"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":0.988099992275238,"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":0.9869999885559082,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-boundary","display_name":"Decision boundary","score":0.7639158964157104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6454263925552368},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6432478427886963},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.5958837270736694},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5903468132019043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5604530572891235},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5563569664955139},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5313178896903992},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.501103401184082},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4759944677352905},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4673248827457428},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.39134690165519714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.347547709941864}],"concepts":[{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.7639158964157104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6454263925552368},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6432478427886963},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.5958837270736694},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5903468132019043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604530572891235},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5563569664955139},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5313178896903992},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.501103401184082},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4759944677352905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4673248827457428},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.39134690165519714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.347547709941864},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8122625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1563189620","https://openalex.org/W1567394263","https://openalex.org/W1977177161","https://openalex.org/W2015857587","https://openalex.org/W2032284775","https://openalex.org/W2068845137","https://openalex.org/W2108953396","https://openalex.org/W2116424792","https://openalex.org/W2164777277","https://openalex.org/W2567141787","https://openalex.org/W2587477143","https://openalex.org/W3139831614","https://openalex.org/W4236137412","https://openalex.org/W4250689175","https://openalex.org/W4302422232","https://openalex.org/W4388194481","https://openalex.org/W6817491142"],"related_works":["https://openalex.org/W2924161931","https://openalex.org/W4236695056","https://openalex.org/W87675884","https://openalex.org/W2981213860","https://openalex.org/W2019469476","https://openalex.org/W154406135","https://openalex.org/W2132859092","https://openalex.org/W2320922716","https://openalex.org/W2013143463","https://openalex.org/W2384503959"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3,79],"classification":[4,41,134],"algorithms":[5],"as":[6,58,87,160],"one":[7,138],"of":[8,12,30,83,92,120,154],"the":[9,25,28,31,66,80,118,137,161],"basic":[10],"principles":[11],"pattern":[13],"recognition.":[14],"We":[15,37,64],"analyze":[16],"their":[17],"effect":[18],"to":[19],"a":[20,39,51,55,106],"feature":[21],"space":[22],"and":[23,27,33,102,150,166],"compare":[24],"type":[26],"shape":[29],"separating":[32],"decision":[34,52,68,81,94,107],"surface,":[35],"respectively.":[36],"proposed":[38,67,156],"novel":[40,157],"approach":[42],"based":[43,128,140],"on":[44,117,129,141],"Cumulative":[45,70],"Fuzzy":[46,71],"Membership":[47,73,88,110,142],"Function":[48,111],"that":[49,97,125],"creates":[50],"surface":[53,69,82],"in":[54,104],"different":[56],"way":[57],"an":[59],"MF":[60,84,113],"ARTMAP":[61,85,114],"neural":[62],"network.":[63],"call":[65],"Class":[72],"Criterion":[74],"(CFCMC),":[75],"which":[76],"we":[77,123,145],"compared":[78],"termed":[86],"Function.":[89,143],"The":[90],"analysis":[91,122],"both":[93],"surfaces":[95],"shows":[96],"CFCMC":[98,130],"has":[99],"better":[100],"adaptability":[101],"flexibility":[103],"forming":[105],"boundary":[108],"than":[109,136],"from":[112],"classifier.":[115],"Based":[116],"result":[119],"this":[121],"assumed":[124],"classifier":[126],"built":[127,139],"should":[131],"achieve":[132],"higher":[133],"accuracy":[135],"Furthermore,":[144],"identified":[146],"some":[147],"issues,":[148],"solutions":[149],"possible":[151],"future":[152],"challenges":[153],"our":[155],"method,":[158],"such":[159],"expansion":[162],"into":[163],"incremental":[164],"learning":[165],"semantic":[167],"information":[168],"extraction.":[169]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}