{"id":"https://openalex.org/W4403534462","doi":"https://doi.org/10.1109/codit62066.2024.10708203","title":"Transfer Learning Based on Generative Adversarial Networks: Application to Chemical Reaction Process<sup>*</sup>","display_name":"Transfer Learning Based on Generative Adversarial Networks: Application to Chemical Reaction Process<sup>*</sup>","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403534462","doi":"https://doi.org/10.1109/codit62066.2024.10708203"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-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/A5042873365","display_name":"Ryoya Yoshida","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryoya Yoshida","raw_affiliation_strings":["Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501"],"affiliations":[{"raw_affiliation_string":"Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101501991","display_name":"Buyun Wang","orcid":"https://orcid.org/0000-0001-9901-5728"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Buyun Wang","raw_affiliation_strings":["Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501"],"affiliations":[{"raw_affiliation_string":"Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006724001","display_name":"Shota Kato","orcid":"https://orcid.org/0000-0002-3841-3922"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shota Kato","raw_affiliation_strings":["Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501"],"affiliations":[{"raw_affiliation_string":"Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034630360","display_name":"Manabu Kano","orcid":"https://orcid.org/0000-0002-2325-1043"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Kano","raw_affiliation_strings":["Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501"],"affiliations":[{"raw_affiliation_string":"Kyoto University,Graduate School of Informatics,Kyoto,Japan,606-8501","institution_ids":["https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042873365"],"corresponding_institution_ids":["https://openalex.org/I22299242"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21309075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"2676","last_page":"2679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.8428999781608582,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.8428999781608582,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.8356999754905701,"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":0.8303999900817871,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6790648102760315},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6393134593963623},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6268017292022705},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5017781257629395},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4506533145904541},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4150055944919586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3268536627292633},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11149990558624268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6790648102760315},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6393134593963623},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6268017292022705},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5017781257629395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4506533145904541},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4150055944919586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3268536627292633},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11149990558624268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit62066.2024.10708203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321034","display_name":"New Energy and Industrial Technology Development Organization","ror":"https://ror.org/0055k7a87"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W8378249","https://openalex.org/W2165698076","https://openalex.org/W2984271195","https://openalex.org/W3025171967","https://openalex.org/W3037670321","https://openalex.org/W3115245453","https://openalex.org/W3127326105","https://openalex.org/W4386953274","https://openalex.org/W6678815747","https://openalex.org/W6772772552"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W2058303877"],"abstract_inverted_index":{"A":[0],"lack":[1],"of":[2,25,67],"data":[3,26,81,95],"becomes":[4],"a":[5,22,43,64,98,108,140],"barrier":[6],"to":[7,18,58,107,160],"achieving":[8],"digital":[9],"transformation":[10],"(DX).":[11],"Product":[12],"quality":[13,51],"prediction":[14,52,134],"models":[15],"(softsensors)":[16],"need":[17],"be":[19],"rebuilt":[20],"from":[21,48,83,143,151],"small":[23],"amount":[24],"when":[27],"new":[28,37,44,49,65],"products":[29],"are":[30,40,89],"manufactured,":[31],"manufacturing":[32,113],"equipment":[33],"is":[34,46],"renovated,":[35],"or":[36,85,147],"raw":[38],"materials":[39],"used.":[41],"Until":[42],"model":[45],"reconstructed":[47],"data,":[50],"and":[53,116,123,154],"control":[54],"become":[55],"unavailable,":[56],"leading":[57],"decreased":[59],"productivity.":[60],"This":[61],"study":[62],"proposes":[63],"method":[66,105],"\u201cdata":[68],"fabrication\u201d":[69],"using":[70,139],"transfer":[71],"learning":[72],"(TL)":[73],"with":[74,92],"generative":[75],"adversarial":[76],"networks":[77],"(GAN).":[78],"The":[79,126],"fabricated":[80],"transformed":[82],"one":[84],"more":[86],"source":[87,122,153],"domains":[88],"utilized":[90],"together":[91],"target":[93,124,145,155],"domain":[94,146],"for":[96],"building":[97],"regression":[99],"model.":[100],"We":[101],"apply":[102],"the":[103,121,144,152],"proposed":[104],"(TL-GAN)":[106],"chemical":[109],"reaction":[110],"process,":[111],"regarding":[112],"conditions":[114],"before":[115],"after":[117],"changing":[118],"catalyst":[119],"as":[120],"domains.":[125,156],"results":[127],"confirm":[128],"that":[129],"TL-GAN":[130,157],"can":[131],"achieve":[132],"higher":[133],"performance":[135],"than":[136],"conventional":[137],"methods":[138],"dataset":[141],"only":[142],"simply":[148],"combining":[149],"datasets":[150],"will":[158],"contribute":[159],"enhancing":[161],"productivity":[162],"in":[163],"various":[164],"fields.":[165]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}