{"id":"https://openalex.org/W4319242194","doi":"https://doi.org/10.1007/s10845-023-02080-w","title":"A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification","display_name":"A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification","publication_year":2023,"publication_date":"2023-02-05","ids":{"openalex":"https://openalex.org/W4319242194","doi":"https://doi.org/10.1007/s10845-023-02080-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-023-02080-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02080-w","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"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":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/ws/files/119571672/AcceptedVersion_A_Knowledge_Distillation_Based_Multi_Scale_Relation_Prototypical_Network_for_Cross_Domain_Few_Shot_Defect_Classific.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090052616","display_name":"Jiaqi Zhao","orcid":"https://orcid.org/0000-0002-3564-5090"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Zhao","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024654500","display_name":"Xiaolong Qian","orcid":"https://orcid.org/0000-0001-5018-7449"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaolong Qian","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038287028","display_name":"Yunzhou Zhang","orcid":"https://orcid.org/0000-0003-0610-3732"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunzhou Zhang","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012261848","display_name":"Dexing Shan","orcid":"https://orcid.org/0000-0003-3928-3442"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dexing Shan","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020572149","display_name":"Xiaozheng Liu","orcid":"https://orcid.org/0000-0002-1580-6942"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaozheng Liu","raw_affiliation_strings":["College of Information Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070227862","display_name":"Sonya Coleman","orcid":"https://orcid.org/0000-0002-4676-7640"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonya Coleman","raw_affiliation_strings":["Intelligent Systems Research Centre, University of Ulster, Londonderry, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, University of Ulster, Londonderry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015138346","display_name":"Dermot Kerr","orcid":"https://orcid.org/0000-0002-5077-0658"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dermot Kerr","raw_affiliation_strings":["Intelligent Systems Research Centre, University of Ulster, Londonderry, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Centre, University of Ulster, Londonderry, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024654500"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.1521,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95308225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"35","issue":"2","first_page":"841","last_page":"857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/discriminative-model","display_name":"Discriminative model","score":0.7474768161773682},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7138441801071167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6404259204864502},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5709318518638611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5707862973213196},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5639901161193848},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5433521866798401},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.541348934173584},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5188804268836975},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5090672373771667},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.49648815393447876},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.45089247822761536},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41325029730796814},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38357141613960266},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20103546977043152},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18357357382774353},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14604929089546204}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7474768161773682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7138441801071167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6404259204864502},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5709318518638611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5707862973213196},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5639901161193848},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5433521866798401},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.541348934173584},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5188804268836975},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5090672373771667},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.49648815393447876},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.45089247822761536},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41325029730796814},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38357141613960266},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20103546977043152},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18357357382774353},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14604929089546204},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10845-023-02080-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02080-w","pdf_url":null,"source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"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":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/34896d59-9ac2-4d81-a8a9-01c42fb54bf1","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/34896d59-9ac2-4d81-a8a9-01c42fb54bf1","pdf_url":"https://pure.ulster.ac.uk/ws/files/119571672/AcceptedVersion_A_Knowledge_Distillation_Based_Multi_Scale_Relation_Prototypical_Network_for_Cross_Domain_Few_Shot_Defect_Classific.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, J, Qian, X, Zhang, Y, Shan, D, Liu, X, Coleman, S & Kerr, D 2023, 'A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification', Journal of Intelligent Manufacturing. https://doi.org/10.1007/s10845-023-02080-w","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:spr:joinma:v:35:y:2024:i:2:d:10.1007_s10845-023-02080-w","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-023-02080-w","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/34896d59-9ac2-4d81-a8a9-01c42fb54bf1","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/34896d59-9ac2-4d81-a8a9-01c42fb54bf1","pdf_url":"https://pure.ulster.ac.uk/ws/files/119571672/AcceptedVersion_A_Knowledge_Distillation_Based_Multi_Scale_Relation_Prototypical_Network_for_Cross_Domain_Few_Shot_Defect_Classific.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, J, Qian, X, Zhang, Y, Shan, D, Liu, X, Coleman, S & Kerr, D 2023, 'A knowledge distillation-based multi-scale relation-prototypical network for cross-domain few-shot defect classification', Journal of Intelligent Manufacturing. https://doi.org/10.1007/s10845-023-02080-w","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G6980678007","display_name":null,"funder_award_id":"No.61973066","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8414414014","display_name":null,"funder_award_id":"No.61471110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319242194.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W2033890762","https://openalex.org/W2092072518","https://openalex.org/W2115733720","https://openalex.org/W2117539524","https://openalex.org/W2155903085","https://openalex.org/W2171744156","https://openalex.org/W2194321275","https://openalex.org/W2337601638","https://openalex.org/W2591924527","https://openalex.org/W2604763608","https://openalex.org/W2625674597","https://openalex.org/W2791172704","https://openalex.org/W2890166761","https://openalex.org/W2923486253","https://openalex.org/W2928165649","https://openalex.org/W2946584829","https://openalex.org/W2947298857","https://openalex.org/W2963070905","https://openalex.org/W2963460174","https://openalex.org/W2963943197","https://openalex.org/W2964105864","https://openalex.org/W2982049331","https://openalex.org/W2986381065","https://openalex.org/W2988501586","https://openalex.org/W2996623013","https://openalex.org/W3009352350","https://openalex.org/W3035531117","https://openalex.org/W3045212685","https://openalex.org/W3046457381","https://openalex.org/W3094724482","https://openalex.org/W3104156061","https://openalex.org/W3110608229","https://openalex.org/W3110874594","https://openalex.org/W3118608800","https://openalex.org/W3127860328","https://openalex.org/W3159907343","https://openalex.org/W3164289800","https://openalex.org/W3171924456","https://openalex.org/W3176341011","https://openalex.org/W3189329097","https://openalex.org/W3201301191","https://openalex.org/W3211144631","https://openalex.org/W3211342285","https://openalex.org/W4212774754","https://openalex.org/W4226300953","https://openalex.org/W4285064070","https://openalex.org/W4288073030","https://openalex.org/W4289728238","https://openalex.org/W4304092659","https://openalex.org/W4307340220","https://openalex.org/W4312529269","https://openalex.org/W6713057566","https://openalex.org/W6717697761","https://openalex.org/W6735236233","https://openalex.org/W6754673040","https://openalex.org/W6758314753","https://openalex.org/W6791909203"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2327130486","https://openalex.org/W1583422155","https://openalex.org/W1649619740","https://openalex.org/W3213252596","https://openalex.org/W1534006406"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}