{"id":"https://openalex.org/W4225289801","doi":"https://doi.org/10.1007/s10489-022-03366-x","title":"ASFS: A novel streaming feature selection for multi-label data based on neighborhood rough set","display_name":"ASFS: A novel streaming feature selection for multi-label data based on neighborhood rough set","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4225289801","doi":"https://doi.org/10.1007/s10489-022-03366-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-022-03366-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03366-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5068574908","display_name":"Jinghua Liu","orcid":"https://orcid.org/0000-0002-8270-3062"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Zhangzhou Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]},{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinghua Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Fujian, Zhangzhou, 363000, China","Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Fujian, Zhangzhou, 363000, China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078988375","display_name":"Yaojin Lin","orcid":"https://orcid.org/0000-0002-6749-9534"},"institutions":[{"id":"https://openalex.org/I9356336","display_name":"Zhangzhou Normal University","ror":"https://ror.org/02vj1vm13","country_code":"CN","type":"education","lineage":["https://openalex.org/I9356336"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaojin Lin","raw_affiliation_strings":["Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Fujian, Zhangzhou, 363000, China","School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Data Science and Intelligence Application, Minnan Normal University, Fujian, Zhangzhou, 363000, China","institution_ids":["https://openalex.org/I9356336"]},{"raw_affiliation_string":"School of Computer Science, Minnan Normal University, Zhangzhou, 363000, People\u2019s Republic of China","institution_ids":["https://openalex.org/I9356336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004062770","display_name":"Ji\u2010Xiang Du","orcid":"https://orcid.org/0000-0003-2386-770X"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jixiang Du","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461083","display_name":"Hongbo Zhang","orcid":"https://orcid.org/0000-0001-5536-5224"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368257","display_name":"Ziyi Chen","orcid":"https://orcid.org/0000-0001-5851-2779"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Chen","raw_affiliation_strings":["Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Fujian Key Laboratory of Big Data Intelligence and Security, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University, Xiamen, 361021, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100706302","display_name":"Jia Zhang","orcid":"https://orcid.org/0000-0002-6079-2818"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jia Zhang","raw_affiliation_strings":["College of Information Science and Technology, Jinan University, Guangzhou, 510632, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Jinan University, Guangzhou, 510632, People\u2019s Republic of China","institution_ids":["https://openalex.org/I159948400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068574908","https://openalex.org/A5100706302"],"corresponding_institution_ids":["https://openalex.org/I119045251","https://openalex.org/I159948400","https://openalex.org/I9356336"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.6622,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.97167,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"53","issue":"2","first_page":"1707","last_page":"1724"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9952999949455261,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9776999950408936,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8596534729003906},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7213426828384399},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6203779578208923},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.585990309715271},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5203694701194763},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4962020516395569},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"Multi-label classification","score":0.48479074239730835},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.4841900169849396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4783363342285156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4760444164276123},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4724341332912445},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4723459482192993},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4557799994945526},{"id":"https://openalex.org/keywords/minimum-redundancy-feature-selection","display_name":"Minimum redundancy feature selection","score":0.4529387950897217},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39800262451171875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8596534729003906},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7213426828384399},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6203779578208923},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.585990309715271},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5203694701194763},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4962020516395569},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.48479074239730835},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.4841900169849396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4783363342285156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4760444164276123},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4724341332912445},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4723459482192993},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4557799994945526},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.4529387950897217},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39800262451171875},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":1,"locations":[{"id":"doi:10.1007/s10489-022-03366-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-022-03366-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7099999785423279,"display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1897769697","display_name":null,"funder_award_id":"2018J01548","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G3754597573","display_name":null,"funder_award_id":"62001175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4318826728","display_name":null,"funder_award_id":"2019J01082","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G620494539","display_name":null,"funder_award_id":"62076116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8122362549","display_name":null,"funder_award_id":"61871196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8665136118","display_name":null,"funder_award_id":"2019J01081","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G988249013","display_name":null,"funder_award_id":"61673186","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"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W137009209","https://openalex.org/W636917482","https://openalex.org/W1970696760","https://openalex.org/W1972490990","https://openalex.org/W2016944307","https://openalex.org/W2045810864","https://openalex.org/W2049105561","https://openalex.org/W2052684427","https://openalex.org/W2061554433","https://openalex.org/W2063249739","https://openalex.org/W2090630554","https://openalex.org/W2118712128","https://openalex.org/W2175099382","https://openalex.org/W2416404380","https://openalex.org/W2469313201","https://openalex.org/W2470167798","https://openalex.org/W2507677290","https://openalex.org/W2521385614","https://openalex.org/W2568086521","https://openalex.org/W2743621318","https://openalex.org/W2780997598","https://openalex.org/W2788718012","https://openalex.org/W2811296027","https://openalex.org/W2886397017","https://openalex.org/W2887024651","https://openalex.org/W2888781447","https://openalex.org/W2890693049","https://openalex.org/W2907868678","https://openalex.org/W2948831026","https://openalex.org/W2990105956","https://openalex.org/W3020067472","https://openalex.org/W3033372010","https://openalex.org/W3034775104","https://openalex.org/W3048654224","https://openalex.org/W3083226787","https://openalex.org/W3090314981","https://openalex.org/W3097634570","https://openalex.org/W3131245832","https://openalex.org/W3195285466","https://openalex.org/W4236030988"],"related_works":["https://openalex.org/W2156571267","https://openalex.org/W3120617324","https://openalex.org/W1838735596","https://openalex.org/W2350815964","https://openalex.org/W3036204000","https://openalex.org/W2747166117","https://openalex.org/W1922404199","https://openalex.org/W3213628668","https://openalex.org/W2983769747","https://openalex.org/W1573126127"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}