{"id":"https://openalex.org/W2746992383","doi":"https://doi.org/10.3233/kes-170359","title":"New perspective on the classification accuracy based on neighborhood system","display_name":"New perspective on the classification accuracy based on neighborhood system","publication_year":2017,"publication_date":"2017-08-09","ids":{"openalex":"https://openalex.org/W2746992383","doi":"https://doi.org/10.3233/kes-170359","mag":"2746992383"},"language":"en","primary_location":{"id":"doi:10.3233/kes-170359","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-170359","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","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/A5100319110","display_name":"Shuang Liu","orcid":"https://orcid.org/0000-0002-9027-0690"},"institutions":[{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Liu","raw_affiliation_strings":["Library, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Library, Xuzhou Medical University, Xuzhou 221004, Jiangsu, China","institution_ids":["https://openalex.org/I177388780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033884137","display_name":"Chengcheng Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I177388780","display_name":"Xuzhou Medical College","ror":"https://ror.org/04fe7hy80","country_code":"CN","type":"education","lineage":["https://openalex.org/I177388780"]},{"id":"https://openalex.org/I4210140789","display_name":"Second Affiliated Hospital of Xuzhou Medical College","ror":"https://ror.org/04yrcjm56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140789"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengcheng Qian","raw_affiliation_strings":["Library, Air Force Logistics College, Xuzhou 221000, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Library, Air Force Logistics College, Xuzhou 221000, Jiangsu, China","institution_ids":["https://openalex.org/I177388780","https://openalex.org/I4210140789"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100319110"],"corresponding_institution_ids":["https://openalex.org/I177388780"],"apc_list":null,"apc_paid":null,"fwci":0.2271,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55415658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"21","issue":"3","first_page":"147","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.6916759014129639},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6034839153289795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.523384690284729},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.5232823491096497},{"id":"https://openalex.org/keywords/classification-scheme","display_name":"Classification scheme","score":0.4952806532382965},{"id":"https://openalex.org/keywords/one-class-classification","display_name":"One-class classification","score":0.47189339995384216},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44992056488990784},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4483201205730438},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4368681311607361},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.21835556626319885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6916759014129639},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6034839153289795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.523384690284729},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.5232823491096497},{"id":"https://openalex.org/C13460635","wikidata":"https://www.wikidata.org/wiki/Q85753676","display_name":"Classification scheme","level":2,"score":0.4952806532382965},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.47189339995384216},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44992056488990784},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4483201205730438},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4368681311607361},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.21835556626319885}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/kes-170359","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-170359","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W66588809","https://openalex.org/W1565377632","https://openalex.org/W1680392829","https://openalex.org/W1704669313","https://openalex.org/W2013349881","https://openalex.org/W2053463056","https://openalex.org/W2055266411","https://openalex.org/W2082266564","https://openalex.org/W2107844279","https://openalex.org/W2140190241","https://openalex.org/W2146241755","https://openalex.org/W2156935079","https://openalex.org/W6602286067"],"related_works":["https://openalex.org/W2184452548","https://openalex.org/W4281776617","https://openalex.org/W4376528628","https://openalex.org/W4205999209","https://openalex.org/W2510206144","https://openalex.org/W2232456953","https://openalex.org/W2003032988","https://openalex.org/W2977949645","https://openalex.org/W2601792118","https://openalex.org/W1581172184"],"abstract_inverted_index":{"Classification":[0],"accuracy":[1,59,76,80],"plays":[2],"an":[3],"important":[4,101],"role":[5],"in":[6,30,111],"the":[7,31,57,107],"evaluation":[8,17,43,54,109],"of":[9,26,34,62],"single-label":[10,63,86],"and":[11,64,78],"multi-label":[12,65,95],"classification":[13,27,35,58,66,87,96,113],"methods.":[14,28,44,97],"Many":[15],"different":[16,24,85,94,112],"methods":[18],"have":[19],"been":[20],"proposed":[21],"to":[22,50,73,83,92,105],"evaluate":[23,84,93],"kind":[25,33],"Even":[29],"same":[32],"methods,":[36,88],"there":[37],"are":[38,103],"also":[39],"many":[40],"d":[41],"ifferent":[42],"In":[45],"this":[46],"paper,":[47],"we":[48],"seek":[49],"present":[51],"a":[52],"unified":[53,108],"criterion":[55,110],"for":[56],"measurement,":[60],"irrespective":[61],"method.":[67],"We":[68],"use":[69],"neighborhood":[70],"system":[71],"theory":[72],"design":[74],"absolute":[75],"(AA)":[77],"relative":[79],"rate":[81],"(RAR)":[82],"then":[89],"apply":[90],"them":[91],"And":[98],"finally,":[99],"some":[100],"examples":[102],"illustrated":[104],"understand":[106],"situations.":[114]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}