{"id":"https://openalex.org/W4380152815","doi":"https://doi.org/10.1145/3604560","title":"Multi-Label Feature Selection Via Adaptive Label Correlation Estimation","display_name":"Multi-Label Feature Selection Via Adaptive Label Correlation Estimation","publication_year":2023,"publication_date":"2023-06-10","ids":{"openalex":"https://openalex.org/W4380152815","doi":"https://doi.org/10.1145/3604560"},"language":"en","primary_location":{"id":"doi:10.1145/3604560","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604560","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","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/A5100687436","display_name":"Zan Zhang","orcid":"https://orcid.org/0000-0002-6383-1683"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zan Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","School of Computer Science and Information Engineering, HefeiUniversity of Technology, China","School of Computer Science and Information Engineering, Hefei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, HefeiUniversity of Technology, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612144","display_name":"Zhe Zhang","orcid":"https://orcid.org/0009-0009-6768-6071"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","School of Computer Science and Information Engineering, HefeiUniversity of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, HefeiUniversity of Technology, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103096138","display_name":"Jialu Yao","orcid":"https://orcid.org/0000-0002-3787-4583"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jialu Yao","raw_affiliation_strings":["School of Computer Science and Information Engineering, HefeiUniversity of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, HefeiUniversity of Technology, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383342","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0003-2843-5738"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lin Liu","raw_affiliation_strings":["UniSA STEM, University of South Australia, Australia"],"affiliations":[{"raw_affiliation_string":"UniSA STEM, University of South Australia, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012177739","display_name":"Jiuyong Li","orcid":"https://orcid.org/0000-0002-9023-1878"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiuyong Li","raw_affiliation_strings":["UniSA STEM, University of South Australia, Australia"],"affiliations":[{"raw_affiliation_string":"UniSA STEM, University of South Australia, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059939190","display_name":"Gongqing Wu","orcid":"https://orcid.org/0000-0003-2289-1679"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongqing Wu","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","School of Computer Science and Information Engineering, Hefei University of Technology, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology; School of Computer Science and Information Engineering, Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080738591","display_name":"Xindong Wu","orcid":"https://orcid.org/0000-0003-2396-1704"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xindong Wu","raw_affiliation_strings":["Knowledge Engineering Research Center, Zhejiang Lab, China; Key Laboratory ofKnowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, China","Knowledge Engineering Research Center, Zhejiang Lab, China"],"affiliations":[{"raw_affiliation_string":"Knowledge Engineering Research Center, Zhejiang Lab, China; Key Laboratory ofKnowledge Engineering with Big Data (the Ministry of Education of China), Hefei University of Technology, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Knowledge Engineering Research Center, Zhejiang Lab, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100687436"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":6.1614,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97192911,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"17","issue":"9","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9998000264167786,"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":0.9843000173568726,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9739000201225281,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7396500110626221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6755635738372803},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.6742505431175232},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6639009118080139},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.663095235824585},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6590698957443237},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5851458311080933},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5461044311523438},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5370999574661255},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5138013958930969},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46816277503967285},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4626515805721283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4107789099216461},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.41070687770843506},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17900395393371582}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7396500110626221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6755635738372803},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.6742505431175232},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6639009118080139},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.663095235824585},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6590698957443237},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5851458311080933},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5461044311523438},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5370999574661255},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5138013958930969},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46816277503967285},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4626515805721283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4107789099216461},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.41070687770843506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17900395393371582},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"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":2,"locations":[{"id":"doi:10.1145/3604560","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604560","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},{"id":"pmh:oai:urm_publish:9916793229101831","is_oa":false,"landing_page_url":"https://find.library.unisa.edu.au/discovery/fulldisplay/alma9916793229101831/61USOUTHAUS_INST:ROR","pdf_url":null,"source":{"id":"https://openalex.org/S4306402528","display_name":"UniSA Research Outputs Repository (University of South Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170239107","host_organization_name":"University of South Australia","host_organization_lineage":["https://openalex.org/I170239107"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1128271767","display_name":null,"funder_award_id":"62120106008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477739550","display_name":null,"funder_award_id":"21201060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3151526626","display_name":null,"funder_award_id":"PCSIRT","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3413395446","display_name":null,"funder_award_id":"6212010600","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3657724933","display_name":null,"funder_award_id":"61906059, 62120106008, 62076087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3700339054","display_name":null,"funder_award_id":"PCSIRT","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4291263051","display_name":null,"funder_award_id":"6207608","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5404708488","display_name":null,"funder_award_id":"61906059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5483571968","display_name":null,"funder_award_id":"IRT17R32","funder_id":"https://openalex.org/F4320338204","funder_display_name":"Program for Changjiang Scholars and Innovative Research Team in University"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6124332475","display_name":null,"funder_award_id":"JZ2023HGTB0270","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6699939484","display_name":null,"funder_award_id":"62076087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6897229319","display_name":null,"funder_award_id":"PCSIRT","funder_id":"https://openalex.org/F4320338204","funder_display_name":"Program for Changjiang Scholars and Innovative Research Team in University"},{"id":"https://openalex.org/G7509311727","display_name":null,"funder_award_id":"106008","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G8652700132","display_name":null,"funder_award_id":"IRT17R32","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320338204","display_name":"Program for Changjiang Scholars and Innovative Research Team in University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W636917482","https://openalex.org/W1565746575","https://openalex.org/W1979089718","https://openalex.org/W2052684427","https://openalex.org/W2061554433","https://openalex.org/W2088748973","https://openalex.org/W2090599083","https://openalex.org/W2114315281","https://openalex.org/W2241072627","https://openalex.org/W2343420905","https://openalex.org/W2519969774","https://openalex.org/W2594455805","https://openalex.org/W2602753196","https://openalex.org/W2605997098","https://openalex.org/W2743621318","https://openalex.org/W2757915849","https://openalex.org/W2794084401","https://openalex.org/W2887527983","https://openalex.org/W2905150968","https://openalex.org/W2948768062","https://openalex.org/W2980604334","https://openalex.org/W2992732987","https://openalex.org/W3003930651","https://openalex.org/W3034775104","https://openalex.org/W3048190600","https://openalex.org/W3086548118","https://openalex.org/W3137665052","https://openalex.org/W3183680505","https://openalex.org/W3184825405","https://openalex.org/W3200340827","https://openalex.org/W3200378786","https://openalex.org/W4206306045","https://openalex.org/W4207053154","https://openalex.org/W4212976187","https://openalex.org/W4250589301","https://openalex.org/W4285300316","https://openalex.org/W4288458714","https://openalex.org/W4289236186","https://openalex.org/W4289341947","https://openalex.org/W4294218543","https://openalex.org/W4297399559","https://openalex.org/W4365509842"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W4391160746","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W20047544","https://openalex.org/W3089231081"],"abstract_inverted_index":{"In":[0],"multi-label":[1,38,41,61,118,183],"learning,":[2],"each":[3],"instance":[4],"is":[5],"associated":[6],"with":[7,36,136],"multiple":[8],"labels":[9,156],"simultaneously.":[10],"Multi-label":[11,23],"data":[12,78],"often":[13,66],"have":[14],"noisy,":[15],"irrelevant,":[16],"and":[17,56,74,100,133,157],"redundant":[18],"features":[19,58],"of":[20,72,105,143,162,178],"high":[21],"dimensionality.":[22],"feature":[24,42,62,97,134,166,184],"selection":[25,43,63,98,104,135,161,185],"has":[26],"received":[27],"considerable":[28],"attention":[29],"as":[30],"an":[31],"effective":[32],"means":[33],"for":[34],"dealing":[35],"high-dimensional":[37],"data.":[39],"Many":[40],"methods":[44,64],"exploit":[45],"label":[46,54,81,85,92,123,130,144],"correlations":[47,55,82,93],"to":[48,139,159],"help":[49],"select":[50],"features.":[51,108],"However,":[52],"finding":[53],"selecting":[57],"in":[59,76,102],"existing":[60],"are":[65],"two":[67],"separate":[68],"processes,":[69],"the":[70,80,90,96,103,151,160,176,181],"existence":[71],"noises":[73],"outliers":[75],"training":[77],"makes":[79],"exploited":[83],"from":[84],"space":[86],"less":[87,106],"reliable.":[88],"Therefore,":[89],"learned":[91],"may":[94],"mislead":[95],"process":[99],"result":[101],"informative":[107],"This":[109],"article":[110],"proposes":[111],"a":[112,163],"novel":[113],"algorithm":[114],"named":[115],"ROAD,":[116],"i.e.,":[117],"featuRe":[119],"selectiOn":[120],"via":[121],"ADaptive":[122],"correlation":[124,131],"estimation.":[125],"ROAD":[126,179],"jointly":[127],"performs":[128],"adaptive":[129],"exploration":[132],"alternating":[137],"optimization":[138],"obtain":[140],"reliable":[141],"estimation":[142],"correlations,":[145],"which":[146],"can":[147],"more":[148,164],"effectively":[149],"reveal":[150],"intrinsic":[152],"manifold":[153],"structure":[154],"among":[155],"lead":[158],"proper":[165],"subset.":[167],"Comprehensive":[168],"experiments":[169],"on":[170],"several":[171],"frequently":[172],"used":[173],"datasets":[174],"validate":[175],"superiority":[177],"against":[180],"state-of-the-art":[182],"algorithms.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2023-06-11T00:00:00"}