{"id":"https://openalex.org/W4379142968","doi":"https://doi.org/10.1007/s10479-023-05405-3","title":"Weld defect detection with convolutional neural network: an application of deep learning","display_name":"Weld defect detection with convolutional neural network: an application of deep learning","publication_year":2023,"publication_date":"2023-06-02","ids":{"openalex":"https://openalex.org/W4379142968","doi":"https://doi.org/10.1007/s10479-023-05405-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-023-05405-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-023-05405-3","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","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/A5088355772","display_name":"Manu S. Madhav","orcid":null},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manu Madhav","raw_affiliation_strings":["Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003504452","display_name":"Suhas Suresh Ambekar","orcid":"https://orcid.org/0000-0003-1949-6037"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Suhas Suresh Ambekar","raw_affiliation_strings":["Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India"],"raw_orcid":"https://orcid.org/0000-0003-1949-6037","affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063003861","display_name":"Manoj Hudnurkar","orcid":"https://orcid.org/0000-0003-1682-5851"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Hudnurkar","raw_affiliation_strings":["Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India"],"raw_orcid":"https://orcid.org/0000-0003-1682-5851","affiliations":[{"raw_affiliation_string":"Symbiosis Centre for Management and Human Resource Development, SCMHRD, Symbiosis International (Deemed University), Hinjawadi Phase 1, Pune, 411057, India","institution_ids":["https://openalex.org/I244572783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088355772"],"corresponding_institution_ids":["https://openalex.org/I244572783"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.532,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.88815064,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"350","issue":"2","first_page":"579","last_page":"602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9998999834060669,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9990000128746033,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9955999851226807,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8680861592292786},{"id":"https://openalex.org/keywords/welding","display_name":"Welding","score":0.8331833481788635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7613789439201355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.640143871307373},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5897772908210754},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.5874887704849243},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5604318976402283},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.5550292134284973},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5468015074729919},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5065068006515503},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4436686933040619},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38214731216430664},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36684688925743103},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34932073950767517},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1635206937789917},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1137705147266388},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08671000599861145}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8680861592292786},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.8331833481788635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613789439201355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.640143871307373},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5897772908210754},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.5874887704849243},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5604318976402283},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.5550292134284973},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5468015074729919},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5065068006515503},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4436686933040619},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38214731216430664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36684688925743103},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34932073950767517},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1635206937789917},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1137705147266388},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08671000599861145},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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":1,"locations":[{"id":"doi:10.1007/s10479-023-05405-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10479-023-05405-3","pdf_url":null,"source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"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":"Annals of Operations Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W64865985","https://openalex.org/W1533861849","https://openalex.org/W1901616594","https://openalex.org/W1968827622","https://openalex.org/W1972715943","https://openalex.org/W2020716065","https://openalex.org/W2042681341","https://openalex.org/W2050202310","https://openalex.org/W2090938055","https://openalex.org/W2112796928","https://openalex.org/W2122172813","https://openalex.org/W2141697870","https://openalex.org/W2180748755","https://openalex.org/W2589429095","https://openalex.org/W2748302673","https://openalex.org/W2749684264","https://openalex.org/W2789766078","https://openalex.org/W2790097716","https://openalex.org/W2809788830","https://openalex.org/W2889720690","https://openalex.org/W2890747436","https://openalex.org/W2897772195","https://openalex.org/W2953553638","https://openalex.org/W2960155470","https://openalex.org/W2963150697","https://openalex.org/W3003035306","https://openalex.org/W3004933045","https://openalex.org/W3021972511","https://openalex.org/W3035035250","https://openalex.org/W3041528150","https://openalex.org/W3132159743","https://openalex.org/W3133705402","https://openalex.org/W3138951883","https://openalex.org/W3162498218","https://openalex.org/W3188357240","https://openalex.org/W4200022128","https://openalex.org/W4200193265","https://openalex.org/W4206084713","https://openalex.org/W4206914912","https://openalex.org/W4226017353","https://openalex.org/W4254520270","https://openalex.org/W4283397490","https://openalex.org/W4296041402","https://openalex.org/W4308224270","https://openalex.org/W4312133469","https://openalex.org/W4376626181","https://openalex.org/W6830131301"],"related_works":["https://openalex.org/W4382644535","https://openalex.org/W2522768275","https://openalex.org/W2352938035","https://openalex.org/W2351672553","https://openalex.org/W2373392303","https://openalex.org/W2765894405","https://openalex.org/W1884735063","https://openalex.org/W2372668238","https://openalex.org/W2560421750","https://openalex.org/W3185156046"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}