{"id":"https://openalex.org/W2559190181","doi":"https://doi.org/10.1007/s00521-016-2737-2","title":"Unsupervised feature selection based on decision graph","display_name":"Unsupervised feature selection based on decision graph","publication_year":2016,"publication_date":"2016-12-02","ids":{"openalex":"https://openalex.org/W2559190181","doi":"https://doi.org/10.1007/s00521-016-2737-2","mag":"2559190181"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-016-2737-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-016-2737-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5044062811","display_name":"Jinrong He","orcid":"https://orcid.org/0000-0003-4040-4766"},"institutions":[{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinrong He","raw_affiliation_strings":["College of Information Engineering, Northwest A & F University, Yangling, Shaanxi, 712100, China","Science Computing and Intelligent Information Processing of Guangxi Higher Education Key Laboratory, Guangxi Teachers Education University, Nanning, 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A & F University, Yangling, Shaanxi, 712100, China","institution_ids":["https://openalex.org/I89652312"]},{"raw_affiliation_string":"Science Computing and Intelligent Information Processing of Guangxi Higher Education Key Laboratory, Guangxi Teachers Education University, Nanning, 530023, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078350899","display_name":"Yingzhou Bi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yingzhou Bi","raw_affiliation_strings":["Science Computing and Intelligent Information Processing of Guangxi Higher Education Key Laboratory, Guangxi Teachers Education University, Nanning, 530023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science Computing and Intelligent Information Processing of Guangxi Higher Education Key Laboratory, Guangxi Teachers Education University, Nanning, 530023, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100829152","display_name":"Lixin Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Ding","raw_affiliation_strings":["School of Computer, Wuhan University, Wuhan, Hubei, 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Wuhan University, Wuhan, Hubei, 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088024843","display_name":"Zhaokui Li","orcid":"https://orcid.org/0000-0002-5331-7664"},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaokui Li","raw_affiliation_strings":["School of Computer, Shenyang Aerospace University, Shenyang, Liaoning, 110136, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Shenyang Aerospace University, Shenyang, Liaoning, 110136, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055865788","display_name":"Shenwen Wang","orcid":"https://orcid.org/0000-0003-1931-3069"},"institutions":[{"id":"https://openalex.org/I115067436","display_name":"Changzhi University","ror":"https://ror.org/04svmxd14","country_code":"CN","type":"education","lineage":["https://openalex.org/I115067436"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenwen Wang","raw_affiliation_strings":["School of Information Engineering, Hebei Dizhi University, Shijiazhuang, Hebei, 050031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Hebei Dizhi University, Shijiazhuang, Hebei, 050031, China","institution_ids":["https://openalex.org/I115067436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044062811"],"corresponding_institution_ids":["https://openalex.org/I89652312"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.4125,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.71928334,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"10","first_page":"3047","last_page":"3059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"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":0.9976000189781189,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9797999858856201,"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":0.9787999987602234,"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/interpretability","display_name":"Interpretability","score":0.7808142900466919},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.752099871635437},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7288892865180969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7206499576568604},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.6270678043365479},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.588634192943573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.586251974105835},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5813186168670654},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5673055648803711},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.5508435368537903},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5064948797225952},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47738000750541687},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.45143985748291016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42301779985427856},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41065242886543274},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37490445375442505}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7808142900466919},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.752099871635437},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7288892865180969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7206499576568604},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.6270678043365479},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.588634192943573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.586251974105835},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5813186168670654},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5673055648803711},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.5508435368537903},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5064948797225952},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47738000750541687},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.45143985748291016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42301779985427856},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41065242886543274},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37490445375442505},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-016-2737-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-016-2737-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G3677139073","display_name":null,"funder_award_id":"61402481","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":31,"referenced_works":["https://openalex.org/W141062567","https://openalex.org/W190437827","https://openalex.org/W1495061682","https://openalex.org/W1500895378","https://openalex.org/W1661871015","https://openalex.org/W1751255324","https://openalex.org/W1964147668","https://openalex.org/W1976114481","https://openalex.org/W1978347377","https://openalex.org/W1979999753","https://openalex.org/W1997144015","https://openalex.org/W2000124990","https://openalex.org/W2009501510","https://openalex.org/W2027902860","https://openalex.org/W2027913322","https://openalex.org/W2039537889","https://openalex.org/W2060542593","https://openalex.org/W2116048331","https://openalex.org/W2121007818","https://openalex.org/W2128873747","https://openalex.org/W2132379769","https://openalex.org/W2134256605","https://openalex.org/W2149620660","https://openalex.org/W2153922613","https://openalex.org/W2154053567","https://openalex.org/W2158933803","https://openalex.org/W2165835468","https://openalex.org/W2169038408","https://openalex.org/W2378682057","https://openalex.org/W3006625117","https://openalex.org/W3147719507"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W4396678544","https://openalex.org/W6057950","https://openalex.org/W4289209481","https://openalex.org/W1555838702"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}