{"id":"https://openalex.org/W4388298581","doi":"https://doi.org/10.1007/s10489-023-05123-0","title":"A meta-heuristic feature selection algorithm combining random sampling accelerator and ensemble using data perturbation","display_name":"A meta-heuristic feature selection algorithm combining random sampling accelerator and ensemble using data perturbation","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388298581","doi":"https://doi.org/10.1007/s10489-023-05123-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-023-05123-0","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10489-023-05123-0","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/A5101743096","display_name":"Shuaishuai Zhang","orcid":"https://orcid.org/0000-0002-5652-305X"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaishuai Zhang","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101623884","display_name":"Keyu Liu","orcid":"https://orcid.org/0000-0002-3188-6284"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyu Liu","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, Sichuan, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021951211","display_name":"Taihua Xu","orcid":"https://orcid.org/0000-0001-5241-6647"},"institutions":[{"id":"https://openalex.org/I31847773","display_name":"Zhejiang Ocean University","ror":"https://ror.org/03mys6533","country_code":"CN","type":"education","lineage":["https://openalex.org/I31847773"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Taihua Xu","raw_affiliation_strings":["Key Laboratory of Oceanographic Big Data Mining & Application of Zhejiang Province, Zhejiang Ocean University, Zhoushan, 316022, Zhejiang, China","School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-5241-6647","affiliations":[{"raw_affiliation_string":"Key Laboratory of Oceanographic Big Data Mining & Application of Zhejiang Province, Zhejiang Ocean University, Zhoushan, 316022, Zhejiang, China","institution_ids":["https://openalex.org/I31847773"]},{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030350248","display_name":"Xibei Yang","orcid":"https://orcid.org/0000-0001-9708-1027"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xibei Yang","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437602","display_name":"Ao Zhang","orcid":"https://orcid.org/0009-0000-4379-3993"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Zhang","raw_affiliation_strings":["School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Jiangsu University of Science and Technology, Zhenjiang, 212100, Jiangsu, China","institution_ids":["https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021951211"],"corresponding_institution_ids":["https://openalex.org/I31847773","https://openalex.org/I4210096899"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.8617,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76537196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"53","issue":"24","first_page":"29781","last_page":"29798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9912999868392944,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9907000064849854,"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":0.8064632415771484},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6481319069862366},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5412575006484985},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5112788677215576},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4926796555519104},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45139428973197937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44561269879341125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4338034391403198},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4267211854457855},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4030979871749878},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.399752140045166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8064632415771484},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6481319069862366},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5412575006484985},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5112788677215576},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4926796555519104},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45139428973197937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44561269879341125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4338034391403198},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4267211854457855},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4030979871749878},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.399752140045166},{"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:10.1007/s10489-023-05123-0","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s10489-023-05123-0","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":[],"awards":[{"id":"https://openalex.org/G5165548908","display_name":null,"funder_award_id":"NO.62006099","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G6441123643","display_name":null,"funder_award_id":"NO.62076111","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W341879454","https://openalex.org/W1781054783","https://openalex.org/W1986537524","https://openalex.org/W2023158516","https://openalex.org/W2023441160","https://openalex.org/W2049011744","https://openalex.org/W2056784354","https://openalex.org/W2158633287","https://openalex.org/W2342817022","https://openalex.org/W2406762112","https://openalex.org/W2594404534","https://openalex.org/W2766216143","https://openalex.org/W2803519183","https://openalex.org/W2900648357","https://openalex.org/W2910351322","https://openalex.org/W2911043813","https://openalex.org/W2912707296","https://openalex.org/W2942845251","https://openalex.org/W2947874337","https://openalex.org/W2954987973","https://openalex.org/W2956603593","https://openalex.org/W2963748890","https://openalex.org/W2969862035","https://openalex.org/W2990177392","https://openalex.org/W2995843219","https://openalex.org/W2996106260","https://openalex.org/W3004048800","https://openalex.org/W3021067126","https://openalex.org/W3033021283","https://openalex.org/W3034633328","https://openalex.org/W3034881756","https://openalex.org/W3038218251","https://openalex.org/W3041161530","https://openalex.org/W3114304902","https://openalex.org/W3174342109","https://openalex.org/W3177442486","https://openalex.org/W3182985241","https://openalex.org/W3199807018","https://openalex.org/W3204333750","https://openalex.org/W3206484402","https://openalex.org/W3217520881","https://openalex.org/W4210923334","https://openalex.org/W4210994653","https://openalex.org/W4220814384","https://openalex.org/W4226432754","https://openalex.org/W4283367306","https://openalex.org/W4283394375","https://openalex.org/W4290065441","https://openalex.org/W4294958064","https://openalex.org/W4310281468","https://openalex.org/W4312478715","https://openalex.org/W4312802726","https://openalex.org/W4313399293","https://openalex.org/W4316042138"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W1807784185","https://openalex.org/W2977677679","https://openalex.org/W2373792516","https://openalex.org/W2380784125","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2038894244","https://openalex.org/W2096467860","https://openalex.org/W3189572500"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}