{"id":"https://openalex.org/W4281736151","doi":"https://doi.org/10.1007/s12008-022-00904-2","title":"Performance evaluation of machine learning based-classifiers in friction stir welding of Aa6061-T6 alloy","display_name":"Performance evaluation of machine learning based-classifiers in friction stir welding of Aa6061-T6 alloy","publication_year":2022,"publication_date":"2022-05-28","ids":{"openalex":"https://openalex.org/W4281736151","doi":"https://doi.org/10.1007/s12008-022-00904-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12008-022-00904-2","doi":"https://doi.org/10.1007/s12008-022-00904-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12008-022-00904-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210214153","display_name":"International Journal on Interactive Design and Manufacturing (IJIDeM)","issn_l":"1955-2505","issn":["1955-2505","1955-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1"],"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":"International Journal on Interactive Design and Manufacturing (IJIDeM)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5001830029","display_name":"A. Kiran Kumar","orcid":"https://orcid.org/0000-0003-4714-4135","observed_orcids":["https://orcid.org/0000-0003-4714-4135"]},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A. Kiran Kumar","raw_affiliation_strings":["Department of Mechanical Engineering, GITAM (Deemed To Be University), Hyderabad, Telangana, 502329, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, GITAM (Deemed To Be University), Hyderabad, Telangana, 502329, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070412791","display_name":"Mulugundam Siva Surya","orcid":"https://orcid.org/0000-0003-2960-7298","observed_orcids":["https://orcid.org/0000-0003-2960-7298"]},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mulugundam Siva Surya","raw_affiliation_strings":["Department of Mechanical Engineering, GITAM (Deemed To Be University), Hyderabad, Telangana, 502329, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, GITAM (Deemed To Be University), Hyderabad, Telangana, 502329, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036683929","display_name":"P. Venkataramaiah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170558118","display_name":"Sri Venkateswara University","ror":"https://ror.org/05weahn72","country_code":"IN","type":"education","lineage":["https://openalex.org/I170558118"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Venkataramaiah","raw_affiliation_strings":["Department of Mechanical Engineering, S.V. University, Tirupati, 517502, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, S.V. University, Tirupati, 517502, India","institution_ids":["https://openalex.org/I170558118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001830029"],"corresponding_institution_ids":["https://openalex.org/I885392262"],"apc_list":{"value":3280,"currency":"USD","value_usd":3280},"apc_paid":null,"fwci":1.8946,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84025643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"17","issue":"1","first_page":"469","last_page":"472"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10723","display_name":"Advanced Welding Techniques Analysis","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"}},"topics":[{"id":"https://openalex.org/T10723","display_name":"Advanced Welding Techniques Analysis","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/T11948","display_name":"Machine Learning in Materials Science","score":0.0006000000284984708,"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"}},{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":9.999999747378752e-05,"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/friction-stir-welding","display_name":"friction stir welding","score":1.0},{"id":"https://openalex.org/keywords/aa6061-t6-aluminium-alloy","display_name":"AA6061-T6 aluminium alloy","score":0.9399999976158142},{"id":"https://openalex.org/keywords/yield-strength-prediction","display_name":"yield strength prediction","score":0.7670000195503235},{"id":"https://openalex.org/keywords/welding-parameter-optimization","display_name":"welding parameter optimization","score":0.6449999809265137},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.9309999942779541},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9919999837875366},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.9480000138282776},{"id":"https://openalex.org/keywords/weld-strength","display_name":"weld strength","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C40367268","wikidata":"https://www.wikidata.org/wiki/Q2068127","display_name":"Friction stir welding","level":3,"score":0.8041253089904785},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.6251940727233887},{"id":"https://openalex.org/C19474535","wikidata":"https://www.wikidata.org/wiki/Q131172","display_name":"Welding","level":2,"score":0.6173474788665771},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6062357425689697},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5757482647895813},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5690218806266785},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5470068454742432},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.499265193939209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48881933093070984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4829834997653961},{"id":"https://openalex.org/C2780026712","wikidata":"https://www.wikidata.org/wiki/Q37756","display_name":"Alloy","level":2,"score":0.46367785334587097},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.46118053793907166},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.45689818263053894},{"id":"https://openalex.org/C513153333","wikidata":"https://www.wikidata.org/wiki/Q663","display_name":"Aluminium","level":2,"score":0.41268110275268555},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.31013113260269165},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.1537555456161499},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12008-022-00904-2","doi":"https://doi.org/10.1007/s12008-022-00904-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12008-022-00904-2","pdf_url":null,"source":{"id":"https://openalex.org/S4210214153","display_name":"International Journal on Interactive Design and Manufacturing (IJIDeM)","issn_l":"1955-2505","issn":["1955-2505","1955-2513"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-1"],"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":"International Journal on Interactive Design and Manufacturing (IJIDeM)","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W920554106","https://openalex.org/W1974745237","https://openalex.org/W1988758821","https://openalex.org/W2026610978","https://openalex.org/W2035419249","https://openalex.org/W2037513227","https://openalex.org/W2047632198","https://openalex.org/W2076799376","https://openalex.org/W2079334621","https://openalex.org/W2102601487","https://openalex.org/W2145862305","https://openalex.org/W2150841456","https://openalex.org/W2301221343","https://openalex.org/W2889559672","https://openalex.org/W2969715972","https://openalex.org/W3005024783","https://openalex.org/W3007546751","https://openalex.org/W3038595974","https://openalex.org/W3084324472","https://openalex.org/W3094878534","https://openalex.org/W3119999623","https://openalex.org/W3163677689","https://openalex.org/W3176309155"],"related_works":["https://openalex.org/W4400453449","https://openalex.org/W4402279137","https://openalex.org/W7133202018","https://openalex.org/W7165154259","https://openalex.org/W4410217859","https://openalex.org/W4396512510","https://openalex.org/W4417405639","https://openalex.org/W4417421221","https://openalex.org/W3048123707","https://openalex.org/W4407787383"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2022-06-13T00:00:00"}