{"id":"https://openalex.org/W4413876948","doi":"https://doi.org/10.1007/s10489-025-06856-w","title":"GAN-CLC-DGSR: Generative adversarial network framework with contrastive learning classifier for simultaneous time series data generation and state recognition","display_name":"GAN-CLC-DGSR: Generative adversarial network framework with contrastive learning classifier for simultaneous time series data generation and state recognition","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4413876948","doi":"https://doi.org/10.1007/s10489-025-06856-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-06856-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06856-w","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/A5074416872","display_name":"W Wang","orcid":"https://orcid.org/0000-0002-2881-3412"},"institutions":[{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weidong Wang","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042480597","display_name":"Yuxin Wu","orcid":"https://orcid.org/0000-0001-6713-9929"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Wu","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103084324","display_name":"Yang Song","orcid":"https://orcid.org/0000-0002-1169-4189"},"institutions":[{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110946120","display_name":"Xuan Zhao","orcid":"https://orcid.org/0009-0000-2631-5068"},"institutions":[{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Zhao","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100587650","display_name":"Yao Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Cui","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062618906","display_name":"Yuhan Fan","orcid":"https://orcid.org/0000-0002-4357-6822"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Fan","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648067","display_name":"Yanbo Liu","orcid":"https://orcid.org/0000-0001-7374-675X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]},{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbo Liu","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023980618","display_name":"Ziqi Lv","orcid":"https://orcid.org/0000-0002-6940-1078"},"institutions":[{"id":"https://openalex.org/I4210102494","display_name":"Inner Mongolia Electric Power Survey & Design Institute (China)","ror":"https://ror.org/01cg3n190","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210102494"]},{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Lv","raw_affiliation_strings":["Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inner Mongolia Research Institute, China University of Mining & Technology (Beijing), Building 5101, L5 Block, Village A, Athlete Village, Xianghe Road, Ordos City, 017001, Inner Mongolia, China","institution_ids":["https://openalex.org/I4210102494"]},{"raw_affiliation_string":"School of Chemical & Environmental Engineering, China University of Mining & Technology-Beijing, No. 11 Xueyuan Rd., Haidian District, Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5074416872"],"corresponding_institution_ids":["https://openalex.org/I4210102494","https://openalex.org/I92403157"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28801543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"55","issue":"14","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.996399998664856,"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/T10320","display_name":"Neural Networks and Applications","score":0.9929999709129333,"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/computer-science","display_name":"Computer science","score":0.9031070470809937},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.7925774455070496},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7198911905288696},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7037370204925537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5620633363723755},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5007846355438232},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4729670584201813},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4653770327568054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.450969934463501},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37499499320983887},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.293221652507782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9031070470809937},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.7925774455070496},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7198911905288696},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7037370204925537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5620633363723755},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5007846355438232},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4729670584201813},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4653770327568054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.450969934463501},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37499499320983887},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.293221652507782},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-06856-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06856-w","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/G2778072868","display_name":null,"funder_award_id":"52404183","funder_id":"https://openalex.org/F4320331088","funder_display_name":"Natural Science Foundation for Young Scientists of Shanxi Province"}],"funders":[{"id":"https://openalex.org/F4320331088","display_name":"Natural Science Foundation for Young Scientists of Shanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W2028045978","https://openalex.org/W2053744708","https://openalex.org/W2148143831","https://openalex.org/W2194775991","https://openalex.org/W2292244377","https://openalex.org/W2773423866","https://openalex.org/W2774609485","https://openalex.org/W2783323081","https://openalex.org/W2804281019","https://openalex.org/W2889202307","https://openalex.org/W2898760173","https://openalex.org/W2910881901","https://openalex.org/W2911512579","https://openalex.org/W2954400529","https://openalex.org/W2962793481","https://openalex.org/W2963684088","https://openalex.org/W2963691557","https://openalex.org/W2993506973","https://openalex.org/W3006342871","https://openalex.org/W3014150937","https://openalex.org/W3034960737","https://openalex.org/W3114891887","https://openalex.org/W3118413285","https://openalex.org/W3129624387","https://openalex.org/W3149008029","https://openalex.org/W3169334813","https://openalex.org/W3196166431","https://openalex.org/W3202015700","https://openalex.org/W3203436687","https://openalex.org/W4212954694","https://openalex.org/W4280500182","https://openalex.org/W4285678567","https://openalex.org/W4285820683","https://openalex.org/W4294596616","https://openalex.org/W4298289240","https://openalex.org/W4300436850","https://openalex.org/W4312174355","https://openalex.org/W4313368164","https://openalex.org/W4313377512","https://openalex.org/W4313463540","https://openalex.org/W4313528613","https://openalex.org/W4321380810","https://openalex.org/W4382751863","https://openalex.org/W4385919629","https://openalex.org/W4387010541","https://openalex.org/W4387899032","https://openalex.org/W4388998045","https://openalex.org/W4391311042","https://openalex.org/W4392877716","https://openalex.org/W4393861110","https://openalex.org/W4394814070","https://openalex.org/W4396904581","https://openalex.org/W4399592537","https://openalex.org/W4400477644","https://openalex.org/W4400763305","https://openalex.org/W4401558859","https://openalex.org/W4401706791","https://openalex.org/W4402667430"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4410783345","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W4391305993","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W2808862658"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
