{"id":"https://openalex.org/W7166816235","doi":"https://doi.org/10.1016/j.knosys.2026.116571","title":"Reinforcement learning-based collaborative framework for data imputation and fault diagnosis with online segment missing data","display_name":"Reinforcement learning-based collaborative framework for data imputation and fault diagnosis with online segment missing data","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7166816235","doi":"https://doi.org/10.1016/j.knosys.2026.116571"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.116571","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116571","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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/A5100338337","display_name":"Zi Wang","orcid":"https://orcid.org/0000-0002-7361-1406"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhaojing Wang","raw_affiliation_strings":["Department of Data Science, City University of Hong Kong, Hong Kong Special Administrative Region of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Data Science, City University of Hong Kong, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126544180","display_name":"Tianwei Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianwei Xu","raw_affiliation_strings":["China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132942400","display_name":"Bowen Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bowen Song","raw_affiliation_strings":["China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-9287-2874","affiliations":[{"raw_affiliation_string":"China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724713","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-1918-4415"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Department of Data Science, City University of Hong Kong, Hong Kong Special Administrative Region of China"],"raw_orcid":"https://orcid.org/0000-0002-1918-4415","affiliations":[{"raw_affiliation_string":"Department of Data Science, City University of Hong Kong, Hong Kong Special Administrative Region of China","institution_ids":["https://openalex.org/I168719708","https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100361118","display_name":"Li Li","orcid":"https://orcid.org/0000-0002-2027-1145"},"institutions":[{"id":"https://openalex.org/I4210119942","display_name":"Wuhan Textile University","ror":"https://ror.org/02jgsf398","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-2027-1145","affiliations":[{"raw_affiliation_string":"China National Textile and Apparel Council Key Laboratory of Smart Perception and Computing for Intelligent Textile and Cloth Apparel, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]},{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Wuhan Textile University, No. 1 Yangguang Avenue, Jiangxia District, Wuhan, 430200, Hubei, China","institution_ids":["https://openalex.org/I4210119942"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5132942400"],"corresponding_institution_ids":["https://openalex.org/I4210119942"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85723888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"350","issue":null,"first_page":"116571","last_page":"116571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.25279998779296875,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.25279998779296875,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.2079000025987625,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.06319999694824219,"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/missing-data","display_name":"Missing data","score":0.7484999895095825},{"id":"https://openalex.org/keywords/imputation","display_name":"Imputation (statistics)","score":0.7113000154495239},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5939000248908997},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.5662000179290771},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.3481999933719635},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.326200008392334},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.31040000915527344},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.29660001397132874}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.7484999895095825},{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7113000154495239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680899977684021},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5965999960899353},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5939000248908997},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.5662000179290771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47859999537467957},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41370001435279846},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.326200008392334},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2533999979496002},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.116571","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116571","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7301623225212097}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2064186732","https://openalex.org/W2887782657","https://openalex.org/W3017134824","https://openalex.org/W4214827269","https://openalex.org/W4383899300","https://openalex.org/W4387385713","https://openalex.org/W4388914462","https://openalex.org/W4389076372","https://openalex.org/W4390859859","https://openalex.org/W4391247724","https://openalex.org/W4391841145","https://openalex.org/W4392963331","https://openalex.org/W4396793115","https://openalex.org/W4399556078","https://openalex.org/W4399596980","https://openalex.org/W4401046592","https://openalex.org/W4401568016","https://openalex.org/W4402508047","https://openalex.org/W4402768820","https://openalex.org/W4403168752","https://openalex.org/W4404990533","https://openalex.org/W4405022222","https://openalex.org/W4405585998","https://openalex.org/W4405941363","https://openalex.org/W4406024085","https://openalex.org/W4406291192","https://openalex.org/W4408515367","https://openalex.org/W4408960508","https://openalex.org/W4409652250","https://openalex.org/W4411365228","https://openalex.org/W4415795730","https://openalex.org/W4417162425"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-07T06:14:10.401900","created_date":"2026-07-02T00:00:00"}
