{"id":"https://openalex.org/W3001359460","doi":"https://doi.org/10.1109/spac46244.2018.8965611","title":"Fuzzy Nearest Neighbor Partitioning Neural Network for Classification","display_name":"Fuzzy Nearest Neighbor Partitioning Neural Network for Classification","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W3001359460","doi":"https://doi.org/10.1109/spac46244.2018.8965611","mag":"3001359460"},"language":"en","primary_location":{"id":"doi:10.1109/spac46244.2018.8965611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac46244.2018.8965611","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 Security, Pattern Analysis, and Cybernetics (SPAC)","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/A5086013526","display_name":"Shuangrong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuangrong Liu","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403173","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-5491-8840"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Wang","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065368480","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0001-7961-853X"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005061455","display_name":"Shuo Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Kong","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041362975","display_name":"Huifen Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huifen Dong","raw_affiliation_strings":["Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209","School of Mechanical, Electrical & Information Engineering, Shandong University, Weihai, China"],"affiliations":[{"raw_affiliation_string":"Shandong University,School of Mechanical, Electrical & Information Engineering,Weihai,China,264209","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"School of Mechanical, Electrical & Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089554235","display_name":"Xuehui Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehui Zhu","raw_affiliation_strings":["University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,Shandong Provincial Key Laboratory of Network based Intelligent Computing,Jinan,China,250022","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086013526"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":0.1629,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6354918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"237","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9983999729156494,"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":0.9983999729156494,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10057","display_name":"Face and Expression Recognition","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7585874795913696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7379006743431091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6904561519622803},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.6751267313957214},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.6475872993469238},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5346423983573914},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5216662883758545},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49627429246902466},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4916840195655823},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47419553995132446}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7585874795913696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379006743431091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6904561519622803},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.6751267313957214},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6475872993469238},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5346423983573914},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5216662883758545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49627429246902466},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4916840195655823},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47419553995132446}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spac46244.2018.8965611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac46244.2018.8965611","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 Security, Pattern Analysis, and Cybernetics (SPAC)","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":32,"referenced_works":["https://openalex.org/W183625566","https://openalex.org/W1676820704","https://openalex.org/W1969638105","https://openalex.org/W1973751060","https://openalex.org/W1988115241","https://openalex.org/W2007161888","https://openalex.org/W2065264337","https://openalex.org/W2109563136","https://openalex.org/W2134152002","https://openalex.org/W2295853480","https://openalex.org/W2330222676","https://openalex.org/W2343835401","https://openalex.org/W2464465375","https://openalex.org/W2480431634","https://openalex.org/W2529570353","https://openalex.org/W2606419249","https://openalex.org/W2618669396","https://openalex.org/W2738226240","https://openalex.org/W2744097447","https://openalex.org/W2756890511","https://openalex.org/W2763388400","https://openalex.org/W2766862070","https://openalex.org/W2769163242","https://openalex.org/W2782148348","https://openalex.org/W2801833814","https://openalex.org/W2803200775","https://openalex.org/W2811080382","https://openalex.org/W2883839991","https://openalex.org/W2912565176","https://openalex.org/W2962711748","https://openalex.org/W4211007335","https://openalex.org/W6752824714"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W2007009951","https://openalex.org/W2082644203","https://openalex.org/W2350539780","https://openalex.org/W3165040664","https://openalex.org/W2499112530","https://openalex.org/W2362413895","https://openalex.org/W4283655540","https://openalex.org/W115238348","https://openalex.org/W2151191523"],"abstract_inverted_index":{"The":[0,19,32],"fuzzy":[1,99],"nearest":[2,34],"neighbor":[3,35],"partitioning":[4,36],"neural":[5,16,29,57,80,123],"network":[6,17,30,58,81,124],"(FNNP)":[7],"is":[8,52,102],"proposed":[9,41],"to":[10,42,54,77,91,104,109,119],"promote":[11],"the":[12,15,24,28,47,49,56,62,68,74,79,89,96,98,106,117,121,133],"capability":[13],"of":[14,27,65],"classifier.":[18,31],"fixed":[20],"centroids":[21],"problem":[22,72],"restrains":[23],"further":[25],"improvement":[26],"original":[33],"method":[37,51,76,108],"(NNP)":[38],"have":[39],"been":[40],"address":[43],"this":[44,93],"problem.":[45,94],"In":[46,95],"NNP,":[48],"learning":[50,75,107],"employed":[53],"train":[55],"in":[59],"according":[60],"with":[61,82,125],"distribution":[63,69,113],"information":[64,70,114],"samples.":[66],"However,":[67],"underutilization":[71],"affects":[73],"obtains":[78],"expected":[83,126],"mapping":[84,127],"performance.":[85,128],"Therefore,":[86],"we":[87],"propose":[88],"FNNP":[90,134],"overcome":[92],"FNNP,":[97],"logic":[100],"theory":[101],"adopted":[103],"assist":[105],"comprehensively":[110],"collect":[111],"neglected":[112],"that":[115,132],"increases":[116],"probability":[118],"find":[120],"optimal":[122],"Experiment":[129],"results":[130],"demonstrate":[131],"achieves":[135],"remarkable":[136],"classification":[137],"performance":[138],"on":[139],"various":[140],"indictors.":[141]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}