{"id":"https://openalex.org/W2095101357","doi":"https://doi.org/10.1109/icmlc.2010.5581011","title":"Feature selection via minimizing nearest neighbor classification error","display_name":"Feature selection via minimizing nearest neighbor classification error","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2095101357","doi":"https://doi.org/10.1109/icmlc.2010.5581011","mag":"2095101357"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2010.5581011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006952581","display_name":"Pengfei Zhu","orcid":"https://orcid.org/0000-0002-4310-9140"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng-Fei Zhu","raw_affiliation_strings":["School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046867925","display_name":"Tianhang Meng","orcid":"https://orcid.org/0000-0003-4529-4025"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian-Hang Meng","raw_affiliation_strings":["School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102818762","display_name":"Yunlong Zhao","orcid":"https://orcid.org/0009-0005-2334-2411"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun-Long Zhao","raw_affiliation_strings":["School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101065125","display_name":"Ruixian Ma","orcid":"https://orcid.org/0000-0003-0518-450X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui-Xian Ma","raw_affiliation_strings":["School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056686459","display_name":"Qinghua Hu","orcid":"https://orcid.org/0000-0001-7765-8095"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing-Hua Hu","raw_affiliation_strings":["School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Energy Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50456791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"506","last_page":"511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9916999936103821,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9894999861717224,"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-algorithm","display_name":"k-nearest neighbors algorithm","score":0.7291965484619141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913575530052185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.664540708065033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.656173050403595},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6412686109542847},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6300035715103149},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5895024538040161},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5353066921234131},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.5257050395011902},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4627898037433624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4314599633216858},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4164494276046753},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41305792331695557},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16382214426994324}],"concepts":[{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.7291965484619141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913575530052185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.664540708065033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.656173050403595},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6412686109542847},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6300035715103149},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5895024538040161},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5353066921234131},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.5257050395011902},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4627898037433624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4314599633216858},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4164494276046753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41305792331695557},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16382214426994324},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2010.5581011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2010.5581011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Machine Learning and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W72904796","https://openalex.org/W1500895378","https://openalex.org/W1529286983","https://openalex.org/W1555249621","https://openalex.org/W1570713908","https://openalex.org/W1587362683","https://openalex.org/W1619226191","https://openalex.org/W1798724659","https://openalex.org/W2015932775","https://openalex.org/W2017337590","https://openalex.org/W2082173396","https://openalex.org/W2089137303","https://openalex.org/W2097923398","https://openalex.org/W2102831150","https://openalex.org/W2103705607","https://openalex.org/W2130367040","https://openalex.org/W2154053567","https://openalex.org/W2158633287","https://openalex.org/W2169038408","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6602973286","https://openalex.org/W6631648321","https://openalex.org/W6675102026","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W138569904","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3092506759","https://openalex.org/W3010890513","https://openalex.org/W2390914021","https://openalex.org/W2389417819","https://openalex.org/W3195278891"],"abstract_inverted_index":{"Feature":[0],"selection":[1],"is":[2,18,45,61],"viewed":[3],"as":[4],"an":[5,22],"important":[6],"preprocessing":[7],"step":[8],"for":[9,78],"pattern":[10],"recognition,":[11],"machine":[12],"learning":[13,43],"and":[14,33,67],"data":[15],"mining.":[16],"It":[17],"used":[19],"to":[20,25,47,75],"find":[21],"optimal":[23],"subset":[24],"reduce":[26],"computational":[27],"cost,":[28],"increase":[29],"the":[30,64,68,84],"classification":[31,50],"accuracy":[32],"improve":[34],"result":[35],"comprehensibility.":[36],"In":[37],"this":[38],"paper,":[39],"a":[40,53],"weighted":[41],"distance":[42],"approach":[44,86],"introduced":[46],"minimize":[48],"Leaving-One-Out":[49],"error":[51],"using":[52],"gradient":[54],"descent":[55],"algorithm.":[56],"The":[57],"quality":[58],"of":[59],"features":[60,69],"evaluated":[62],"with":[63,70],"learned":[65],"weight":[66],"great":[71],"weights":[72],"are":[73],"considered":[74],"be":[76],"useful":[77],"classification.":[79],"Experimental":[80],"analysis":[81],"shows":[82],"that":[83],"proposed":[85],"has":[87],"better":[88],"performance":[89],"than":[90],"several":[91],"state-of-the-art":[92],"methods.":[93]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}