{"id":"https://openalex.org/W4409758331","doi":"https://doi.org/10.1007/s10994-025-06773-6","title":"Group feature selection using non-class data","display_name":"Group feature selection using non-class data","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409758331","doi":"https://doi.org/10.1007/s10994-025-06773-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-025-06773-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-025-06773-6","pdf_url":null,"source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","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/A5041009542","display_name":"Chun\u2010Na Li","orcid":"https://orcid.org/0000-0001-7033-0089"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunna Li","raw_affiliation_strings":["School of Mathematics and Statistics, Hainan University, Renmin Avenue No. 58, Haikou, 570228, Hainan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan University, Renmin Avenue No. 58, Haikou, 570228, Hainan, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020554727","display_name":"Yuangang Pan","orcid":"https://orcid.org/0000-0002-7950-4900"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210123095","display_name":"Institute of Materials Research and Engineering","ror":"https://ror.org/02sepg748","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210123095","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuangang Pan","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Fusionopolis Way, Singapore, 138632, Singapore"],"affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Fusionopolis Way, Singapore, 138632, Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I4210123095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020066887","display_name":"Wei-Jie Chen","orcid":"https://orcid.org/0000-0001-5186-0279"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Chen","raw_affiliation_strings":["Zhijiang College, Zhejiang University of Technology, Yuezhou Avenue No.958, Shaoxing, 610101, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Zhijiang College, Zhejiang University of Technology, Yuezhou Avenue No.958, Shaoxing, 610101, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021751767","display_name":"Ivor W. Tsang","orcid":"https://orcid.org/0000-0001-8095-4637"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210123095","display_name":"Institute of Materials Research and Engineering","ror":"https://ror.org/02sepg748","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210123095","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ivor W. Tsang","raw_affiliation_strings":["Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Fusionopolis Way, Singapore, 138632, Singapore"],"affiliations":[{"raw_affiliation_string":"Center for Frontier AI Research, Agency for Science, Technology and Research (A*STAR), Fusionopolis Way, Singapore, 138632, Singapore","institution_ids":["https://openalex.org/I115228651","https://openalex.org/I4210123095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051850582","display_name":"Yuan\u2010Hai Shao","orcid":"https://orcid.org/0000-0002-1628-6133"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanhai Shao","raw_affiliation_strings":["School of Mathematics and Statistics, Hainan University, Renmin Avenue No. 58, Haikou, 570228, Hainan, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Hainan University, Renmin Avenue No. 58, Haikou, 570228, Hainan, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5041009542"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07104995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"114","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9976999759674072,"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":0.9976999759674072,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9724000096321106,"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/T11871","display_name":"Advanced Statistical Methods and Models","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/group-selection","display_name":"Group selection","score":0.6829721927642822},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6717734336853027},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6502846479415894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.59935462474823},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.58866286277771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5211206078529358},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4966447949409485},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4413684904575348},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42329761385917664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4146055579185486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3484894633293152},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3348589539527893}],"concepts":[{"id":"https://openalex.org/C51520907","wikidata":"https://www.wikidata.org/wiki/Q874437","display_name":"Group selection","level":3,"score":0.6829721927642822},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6717734336853027},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6502846479415894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59935462474823},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.58866286277771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5211206078529358},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4966447949409485},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4413684904575348},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42329761385917664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4146055579185486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3484894633293152},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3348589539527893},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10994-025-06773-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-025-06773-6","pdf_url":null,"source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G7495504246","display_name":null,"funder_award_id":"12271131","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7941603539","display_name":null,"funder_award_id":"62066012","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":36,"referenced_works":["https://openalex.org/W1530699444","https://openalex.org/W1749992802","https://openalex.org/W1980896222","https://openalex.org/W1989164753","https://openalex.org/W1990975153","https://openalex.org/W2037984448","https://openalex.org/W2058475745","https://openalex.org/W2067562626","https://openalex.org/W2110940238","https://openalex.org/W2120539875","https://openalex.org/W2143426320","https://openalex.org/W2156839033","https://openalex.org/W2173379916","https://openalex.org/W2312434886","https://openalex.org/W2612496192","https://openalex.org/W2787894218","https://openalex.org/W2808098316","https://openalex.org/W2963848714","https://openalex.org/W2984432074","https://openalex.org/W2990138404","https://openalex.org/W2999592897","https://openalex.org/W3006600978","https://openalex.org/W3020644100","https://openalex.org/W3023050749","https://openalex.org/W3034756453","https://openalex.org/W3156408242","https://openalex.org/W4239510810","https://openalex.org/W4251163770","https://openalex.org/W4312399508","https://openalex.org/W4393203669","https://openalex.org/W6636627454","https://openalex.org/W6659857369","https://openalex.org/W6679676526","https://openalex.org/W6758972637","https://openalex.org/W6796828003","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2322875716","https://openalex.org/W1993442107","https://openalex.org/W2070345548","https://openalex.org/W2483903923","https://openalex.org/W2030152342","https://openalex.org/W2066114109","https://openalex.org/W2094884639","https://openalex.org/W2084101421","https://openalex.org/W93658046","https://openalex.org/W2806521198"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}