{"id":"https://openalex.org/W4392387004","doi":"https://doi.org/10.1007/s10845-023-02270-6","title":"Human\u2013machine knowledge hybrid augmentation method for surface defect detection based few-data learning","display_name":"Human\u2013machine knowledge hybrid augmentation method for surface defect detection based few-data learning","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4392387004","doi":"https://doi.org/10.1007/s10845-023-02270-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-023-02270-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02270-6","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104436126","display_name":"Yu Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Gong","raw_affiliation_strings":["School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101538698","display_name":"Xiaoqiao Wang","orcid":"https://orcid.org/0000-0003-0807-9203"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiao Wang","raw_affiliation_strings":["School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067679049","display_name":"Chi-Chun Zhou","orcid":"https://orcid.org/0000-0002-5133-2668"},"institutions":[{"id":"https://openalex.org/I4210142834","display_name":"Institute of Space Science - INFLPR Subsidiary","ror":"https://ror.org/054a6wv56","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210142834"]},{"id":"https://openalex.org/I6593398","display_name":"Dali University","ror":"https://ror.org/02y7rck89","country_code":"CN","type":"education","lineage":["https://openalex.org/I6593398"]}],"countries":["CN","RO"],"is_corresponding":false,"raw_author_name":"Chichun Zhou","raw_affiliation_strings":["Air-Space-Ground Integrated Intelligence and Big Data Application Engineering Research Center of Yunnan Provincial Department of Education, Dali, China","School of Engineering, Dali University, Dali, 671003, China"],"affiliations":[{"raw_affiliation_string":"Air-Space-Ground Integrated Intelligence and Big Data Application Engineering Research Center of Yunnan Provincial Department of Education, Dali, China","institution_ids":["https://openalex.org/I4210142834"]},{"raw_affiliation_string":"School of Engineering, Dali University, Dali, 671003, China","institution_ids":["https://openalex.org/I6593398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021045088","display_name":"Maogen Ge","orcid":"https://orcid.org/0000-0003-0516-3012"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maogen Ge","raw_affiliation_strings":["School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088323176","display_name":"Conghu Liu","orcid":"https://orcid.org/0000-0001-6298-7988"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Conghu Liu","raw_affiliation_strings":["School of Mechanical and Electronic Engineering, Suzhou University, Suzhou, 234000, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronic Engineering, Suzhou University, Suzhou, 234000, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100430876","display_name":"Xi Zhang","orcid":"https://orcid.org/0000-0003-3415-5345"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Hefei University of Technology, Hefei, 230009, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104436126"],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.1908,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93830909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"3","first_page":"1723","last_page":"1742"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.5480773448944092},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4726247787475586},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.46066370606422424},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39777302742004395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32638758420944214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14217671751976013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5480773448944092},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4726247787475586},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.46066370606422424},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39777302742004395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32638758420944214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14217671751976013},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-023-02270-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-023-02270-6","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:RePEc:spr:joinma:v:36:y:2025:i:3:d:10.1007_s10845-023-02270-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-023-02270-6","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":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G2293816744","display_name":null,"funder_award_id":"20BGL108","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"},{"id":"https://openalex.org/G8814669832","display_name":null,"funder_award_id":"62106033","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"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2009432426","https://openalex.org/W2046481533","https://openalex.org/W2119605622","https://openalex.org/W2161969291","https://openalex.org/W2193145675","https://openalex.org/W2289084343","https://openalex.org/W2298457129","https://openalex.org/W2487365028","https://openalex.org/W2509065397","https://openalex.org/W2514265125","https://openalex.org/W2552383788","https://openalex.org/W2561272927","https://openalex.org/W2589306531","https://openalex.org/W2601051138","https://openalex.org/W2604808168","https://openalex.org/W2739748921","https://openalex.org/W2762085884","https://openalex.org/W2799185441","https://openalex.org/W2799215068","https://openalex.org/W2882999943","https://openalex.org/W2888407265","https://openalex.org/W2908753069","https://openalex.org/W2913615123","https://openalex.org/W2939355860","https://openalex.org/W2961333734","https://openalex.org/W2963545832","https://openalex.org/W2963960318","https://openalex.org/W2964118266","https://openalex.org/W2971644666","https://openalex.org/W2982593143","https://openalex.org/W2985060393","https://openalex.org/W2990230185","https://openalex.org/W2997198750","https://openalex.org/W3006938707","https://openalex.org/W3022506809","https://openalex.org/W3044379940","https://openalex.org/W3087751617","https://openalex.org/W3098357269","https://openalex.org/W3100487172","https://openalex.org/W3106250896","https://openalex.org/W3108566774","https://openalex.org/W3120387510","https://openalex.org/W3131900481","https://openalex.org/W3140854437","https://openalex.org/W3155708634","https://openalex.org/W3159879667","https://openalex.org/W3163842339","https://openalex.org/W3165012668","https://openalex.org/W3170140136","https://openalex.org/W3192495122","https://openalex.org/W3212029853","https://openalex.org/W3212073293","https://openalex.org/W3215250278","https://openalex.org/W4206916431","https://openalex.org/W4210475840","https://openalex.org/W4210844773","https://openalex.org/W4226300953","https://openalex.org/W4281633291","https://openalex.org/W4286377506","https://openalex.org/W4292672491","https://openalex.org/W4309703210","https://openalex.org/W4310230601","https://openalex.org/W4312796107","https://openalex.org/W4313216265","https://openalex.org/W4317669908","https://openalex.org/W4320477354","https://openalex.org/W4321484416"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
