{"id":"https://openalex.org/W4389692118","doi":"https://doi.org/10.1016/j.neucom.2026.134463","title":"Unlocking the power of data: Dynamic subset selection with reinforcement learning","display_name":"Unlocking the power of data: Dynamic subset selection with reinforcement learning","publication_year":2026,"publication_date":"2026-07-09","ids":{"openalex":"https://openalex.org/W4389692118","doi":"https://doi.org/10.1016/j.neucom.2026.134463"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.134463","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134463","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.2139/ssrn.4663057","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074985990","display_name":"Zimo Yin","orcid":"https://orcid.org/0000-0003-2562-5878"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zimo Yin","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114108611","display_name":"Jian Pu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Pu","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076148260","display_name":"Ru Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ru Wan","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003418019","display_name":"Xiangyang Xue","orcid":"https://orcid.org/0000-0002-4897-9209"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Xue","raw_affiliation_strings":["Fudan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00179863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"700","issue":null,"first_page":"134463","last_page":"134463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9987000226974487,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9986000061035156,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9980999827384949,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8396070003509521},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6397393941879272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5686843395233154},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5674228668212891},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5095562934875488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3954775035381317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38388216495513916},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28516626358032227},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1291864812374115}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8396070003509521},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6397393941879272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5686843395233154},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5674228668212891},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5095562934875488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3954775035381317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38388216495513916},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28516626358032227},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1291864812374115},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neucom.2026.134463","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134463","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4663057","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4663057","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4663057","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4663057","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W2028031385","https://openalex.org/W2137340504","https://openalex.org/W2194775991","https://openalex.org/W2549139847","https://openalex.org/W2787938642","https://openalex.org/W2807436399","https://openalex.org/W2907922678","https://openalex.org/W2963446712","https://openalex.org/W2963809228","https://openalex.org/W2963864421","https://openalex.org/W2975583675","https://openalex.org/W3011591403","https://openalex.org/W3013310686","https://openalex.org/W3034251946","https://openalex.org/W3118608800","https://openalex.org/W3127542084","https://openalex.org/W3138516171","https://openalex.org/W3158803497","https://openalex.org/W3168997536","https://openalex.org/W3170178860","https://openalex.org/W3171975124","https://openalex.org/W3204610735","https://openalex.org/W3208860256","https://openalex.org/W3210871626","https://openalex.org/W4200292510","https://openalex.org/W4205164920","https://openalex.org/W4221143466","https://openalex.org/W4225767632","https://openalex.org/W4226278401","https://openalex.org/W4287204036","https://openalex.org/W4287594180","https://openalex.org/W4287598226","https://openalex.org/W4288335875","https://openalex.org/W4292779060","https://openalex.org/W4302008538","https://openalex.org/W4307531979","https://openalex.org/W4307783342","https://openalex.org/W4309795816","https://openalex.org/W4309802094","https://openalex.org/W4310265523","https://openalex.org/W4312339251","https://openalex.org/W4313049560","https://openalex.org/W4313458650","https://openalex.org/W4315881290","https://openalex.org/W4322759931","https://openalex.org/W4367666062","https://openalex.org/W4380433173","https://openalex.org/W4380559146","https://openalex.org/W4381329328","https://openalex.org/W4381568221","https://openalex.org/W4382202987","https://openalex.org/W4386076287","https://openalex.org/W4386303572","https://openalex.org/W4387490658","https://openalex.org/W6687483927","https://openalex.org/W6725739302","https://openalex.org/W6767887823","https://openalex.org/W6778883912","https://openalex.org/W6802375513"],"related_works":["https://openalex.org/W2920061524","https://openalex.org/W4310083477","https://openalex.org/W2038908348","https://openalex.org/W1977959518","https://openalex.org/W2107890255","https://openalex.org/W2106552856","https://openalex.org/W2089013912","https://openalex.org/W2076061571","https://openalex.org/W1987513656","https://openalex.org/W2145821588"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}