{"id":"https://openalex.org/W2017473571","doi":"https://doi.org/10.1093/comjnl/47.6.662","title":"Extended k-Nearest Neighbours based on Evidence Theory","display_name":"Extended k-Nearest Neighbours based on Evidence Theory","publication_year":2004,"publication_date":"2004-06-01","ids":{"openalex":"https://openalex.org/W2017473571","doi":"https://doi.org/10.1093/comjnl/47.6.662","mag":"2017473571"},"language":"en","primary_location":{"id":"doi:10.1093/comjnl/47.6.662","doi":"https://doi.org/10.1093/comjnl/47.6.662","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/47.6.662","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5100460917","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0003-2633-6015","observed_orcids":["https://orcid.org/0000-0003-2633-6015","https://orcid.org/0000-0003-1903-8247","https://orcid.org/0000-0003-4061-4456","https://orcid.org/0009-0008-8608-7915","https://orcid.org/0009-0009-4546-8882","https://orcid.org/0009-0009-8900-7236","https://orcid.org/0000-0003-2450-3721","https://orcid.org/0000-0001-8459-5213"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"H. Wang","raw_affiliation_strings":["School of Computing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5100460917"],"corresponding_institution_ids":[],"apc_list":{"value":2877,"currency":"GBP","value_usd":3794},"apc_paid":null,"fwci":1.0127,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.79224637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"47","issue":"6","first_page":"662","last_page":"672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.7455999851226807,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.7455999851226807,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.029200000688433647,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.02019999921321869,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.7580000162124634},{"id":"https://openalex.org/keywords/dempster-shafer-evidence-theory","display_name":"Dempster-Shafer theory","score":0.9760000109672546},{"id":"https://openalex.org/keywords/mass-function","display_name":"mass function","score":0.7870000004768372},{"id":"https://openalex.org/keywords/pignistic-transformation","display_name":"pignistic transformation","score":0.7630000114440918},{"id":"https://openalex.org/keywords/belief-function-theory","display_name":"belief functions","score":0.7839999794960022},{"id":"https://openalex.org/keywords/pattern-classification","display_name":"pattern classification","score":0.5929999947547913},{"id":"https://openalex.org/keywords/majority-voting","display_name":"majority voting","score":0.7239999771118164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5620509386062622},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.464490681886673},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.43015414476394653},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.3659927248954773},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.33741843700408936},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.23509177565574646},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1069284975528717},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1093/comjnl/47.6.662","doi":"https://doi.org/10.1093/comjnl/47.6.662","is_oa":false,"landing_page_url":"https://doi.org/10.1093/comjnl/47.6.662","pdf_url":null,"source":{"id":"https://openalex.org/S44643521","display_name":"The Computer Journal","issn_l":"0010-4620","issn":["0010-4620","1460-2067"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Computer Journal","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.2.3798","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.2.3798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.icons.rodan.pl/publications/[Wang2003c].pdf","raw_type":"text"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/e3cf70be-db65-41da-83ee-f8b697f6990c","doi":null,"is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/e3cf70be-db65-41da-83ee-f8b697f6990c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, H & Bell, DA 2004, 'Extended k-Nearest Neighbours based on Evidence Theory', The Computer Journal, vol. 47, no. 6, pp. 662-672. https://doi.org/10.1093/comjnl/47.6.662","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1494981048","https://openalex.org/W1564249232","https://openalex.org/W1576279332","https://openalex.org/W1811924756","https://openalex.org/W1967320885","https://openalex.org/W1968171598","https://openalex.org/W1981643872","https://openalex.org/W1989568037","https://openalex.org/W1999589609","https://openalex.org/W2012821550","https://openalex.org/W2015767608","https://openalex.org/W2023991263","https://openalex.org/W2035344247","https://openalex.org/W2047010542","https://openalex.org/W2063213794","https://openalex.org/W2066843515","https://openalex.org/W2068497175","https://openalex.org/W2084044465","https://openalex.org/W2087609354","https://openalex.org/W2099601787","https://openalex.org/W2103716650","https://openalex.org/W2122111042","https://openalex.org/W2125418999","https://openalex.org/W2130695501","https://openalex.org/W2133002765","https://openalex.org/W2153635508","https://openalex.org/W2158275940","https://openalex.org/W2164568552","https://openalex.org/W2613161123","https://openalex.org/W2797148637","https://openalex.org/W3105578466","https://openalex.org/W3134435763"],"related_works":["https://openalex.org/W2117584456","https://openalex.org/W7098958633","https://openalex.org/W2386878652","https://openalex.org/W2099601787","https://openalex.org/W7101071598","https://openalex.org/W2172010311","https://openalex.org/W1002096348","https://openalex.org/W2100711902","https://openalex.org/W4386280177","https://openalex.org/W2406693602"],"abstract_inverted_index":{"An":[0],"evidence":[1,30],"theoretic":[2],"classification":[3],"method":[4],"is":[5,47,71,84,101],"proposed":[6],"in":[7],"this":[8,111],"paper.":[9],"In":[10,109],"order":[11],"to":[12,31,75,104],"classify":[13],"a":[14,26,88],"pattern":[15],"we":[16],"consider":[17],"its":[18,132],"neighbours,":[19],"which":[20],"are":[21],"taken":[22],"as":[23,114,116],"parts":[24],"of":[25,29,36,139],"single":[27,40],"source":[28],"support":[32],"the":[33,37,51,55,65,77,81,91,105,120,137],"class":[34,78],"membership":[35],"pattern.":[38,82],"A":[39],"mass":[41],"function":[42,53,60,70],"or":[43,117],"basic":[44],"belief":[45,52],"assignment":[46],"then":[48],"derived,":[49],"and":[50,54,73,99,122,131],"pignistic":[56,68],"(\u2018betting":[57],"rates\u2019)":[58],"probability":[59,69],"can":[61],"be":[62],"calculated.":[63],"Then":[64],"(posterior)":[66],"conditional":[67],"calculated":[72],"used":[74],"decide":[76],"label":[79],"for":[80],"It":[83],"shown":[85],"that":[86],"such":[87],"classifier":[89,112],"extends":[90],"standard":[92],"majority":[93],"voting":[94,121],"based":[95],"k-nearest":[96,125],"neighbour":[97],"classifier,":[98],"it":[100],"an":[102],"approximation":[103],"optimal":[106],"Bayes":[107],"classifier.":[108],"experiments":[110],"performed":[113],"well":[115],"better":[118],"than":[119],"distance":[123],"weighted":[124],"neighbours":[126,140],"classifiers":[127],"with":[128],"best":[129],"k,":[130],"performance":[133],"became":[134],"stable":[135],"when":[136],"number":[138],"considered":[141],"was":[142],">4.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
