{"id":"https://openalex.org/W7124145969","doi":"https://doi.org/10.1007/s11227-025-07993-2","title":"An improved transfer learning for surface defect detection in edge-cloud continuum environments","display_name":"An improved transfer learning for surface defect detection in edge-cloud continuum environments","publication_year":2026,"publication_date":"2026-01-14","ids":{"openalex":"https://openalex.org/W7124145969","doi":"https://doi.org/10.1007/s11227-025-07993-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07993-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07993-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5103476569","display_name":"Bing Tao Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Tang","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123011504","display_name":"Yanming Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanming Lin","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123027074","display_name":"Yujun Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujun Cao","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425431","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0001-7293-8119"},"institutions":[{"id":"https://openalex.org/I27688046","display_name":"Hunan Institute of Engineering","ror":"https://ror.org/03zj2rn70","country_code":"CN","type":"education","lineage":["https://openalex.org/I27688046"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Hunan Institute of Engineering, Xiangtan, 411104, Hunan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Hunan Institute of Engineering, Xiangtan, 411104, Hunan, China","institution_ids":["https://openalex.org/I27688046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027908944","display_name":"Xiaoming Ma","orcid":"https://orcid.org/0000-0002-8493-1317"},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Ma","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China","institution_ids":["https://openalex.org/I4210129938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107838707","display_name":"Qing Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129938","display_name":"Guangzhou Maritime College","ror":"https://ror.org/03kzcrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210129938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guangzhou Maritime University, Guangzhou, 510725, Guangdong, China","institution_ids":["https://openalex.org/I4210129938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103476569"],"corresponding_institution_ids":["https://openalex.org/I4210129938"],"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":0.14081389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"82","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.43140000104904175,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.3230000138282776,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11948","display_name":"Machine Learning in Materials Science","score":0.04520000144839287,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7983999848365784},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.499099999666214},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.49630001187324524},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44029998779296875},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4307999908924103},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.43070000410079956},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4214000105857849},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.41780000925064087}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8615000247955322},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7983999848365784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5336999893188477},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.499099999666214},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.49630001187324524},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44029998779296875},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.421099990606308},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.41780000925064087},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.37929999828338623},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36059999465942383},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3465000092983246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34150001406669617},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.2662999927997589},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.262800008058548},{"id":"https://openalex.org/C3018391215","wikidata":"https://www.wikidata.org/wiki/Q2449377","display_name":"Flat surface","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.25540000200271606},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07993-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07993-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6115705966949463}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1996579288","https://openalex.org/W2163345210","https://openalex.org/W2253728219","https://openalex.org/W2734395796","https://openalex.org/W2738423991","https://openalex.org/W2770908349","https://openalex.org/W3039107295","https://openalex.org/W3082184285","https://openalex.org/W3135891860","https://openalex.org/W3163646131","https://openalex.org/W3164289800","https://openalex.org/W3171660447","https://openalex.org/W3176378302","https://openalex.org/W3179632985","https://openalex.org/W3206737537","https://openalex.org/W4281558957","https://openalex.org/W4289535494","https://openalex.org/W4323537311","https://openalex.org/W4366204276","https://openalex.org/W4386071462","https://openalex.org/W4387005436","https://openalex.org/W4390638513","https://openalex.org/W4393066197","https://openalex.org/W4398810114","https://openalex.org/W4399983642","https://openalex.org/W4402571760","https://openalex.org/W4403534966","https://openalex.org/W4407559445","https://openalex.org/W4407784131","https://openalex.org/W4409985316","https://openalex.org/W4413277239","https://openalex.org/W4414058700","https://openalex.org/W4414080234","https://openalex.org/W4414587904"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-16T23:16:36.188383","created_date":"2026-01-15T00:00:00"}