{"id":"https://openalex.org/W3043568836","doi":"https://doi.org/10.3390/s20143982","title":"Predictive Models for the Characterization of Internal Defects in Additive Materials from Active Thermography Sequences Supported by Machine Learning Methods","display_name":"Predictive Models for the Characterization of Internal Defects in Additive Materials from Active Thermography Sequences Supported by Machine Learning Methods","publication_year":2020,"publication_date":"2020-07-17","ids":{"openalex":"https://openalex.org/W3043568836","doi":"https://doi.org/10.3390/s20143982","mag":"3043568836","pmid":"https://pubmed.ncbi.nlm.nih.gov/32709017"},"language":"en","primary_location":{"id":"doi:10.3390/s20143982","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20143982","pdf_url":"https://www.mdpi.com/1424-8220/20/14/3982/pdf?version=1595224407","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/14/3982/pdf?version=1595224407","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036783840","display_name":"Manuel Rodr\u00edguez\u2010Mart\u00edn","orcid":"https://orcid.org/0000-0001-9285-7834"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I185020484","display_name":"Catholic University of \u00c1vila","ror":"https://ror.org/05wa62164","country_code":"ES","type":"education","lineage":["https://openalex.org/I185020484"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Rodr\u00edguez-Mart\u00edn","raw_affiliation_strings":["Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain","Department of Technology, Universidad Cat\u00f3lica de \u00c1vila, 05005 \u00c1vila, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9285-7834","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Department of Technology, Universidad Cat\u00f3lica de \u00c1vila, 05005 \u00c1vila, Spain","institution_ids":["https://openalex.org/I185020484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050166065","display_name":"Jos\u00e9 Luis Gonz\u00e1lez Fueyo","orcid":"https://orcid.org/0000-0002-8680-7010"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 G. Fueyo","raw_affiliation_strings":["Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8680-7010","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086407273","display_name":"Diego Gonz\u00e1lez\u2010Aguilera","orcid":"https://orcid.org/0000-0002-8949-4216"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Diego Gonzalez-Aguilera","raw_affiliation_strings":["Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8949-4216","affiliations":[{"raw_affiliation_string":"Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040039472","display_name":"Francisco Javier Madruga Saavedra","orcid":"https://orcid.org/0000-0002-2853-5977"},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco J. Madruga","raw_affiliation_strings":["Photonics Engineering Group, CIBER-BBN and IDIVAL, Universidad de Cantabria, 39005 Santander, Cantabria, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2853-5977","affiliations":[{"raw_affiliation_string":"Photonics Engineering Group, CIBER-BBN and IDIVAL, Universidad de Cantabria, 39005 Santander, Cantabria, Spain","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046185159","display_name":"Roberto Garc\u00eda-Martin","orcid":"https://orcid.org/0000-0001-6345-4825"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Garc\u00eda-Mart\u00edn","raw_affiliation_strings":["Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6345-4825","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Universidad de Salamanca, 37008 Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010525838","display_name":"\u00c1ngel Luis Fern\u00e1ndez Mu\u00f1oz","orcid":"https://orcid.org/0000-0002-0814-1639"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1ngel Luis Mu\u00f1\u00f3z","raw_affiliation_strings":["Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0814-1639","affiliations":[{"raw_affiliation_string":"Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029579456","display_name":"Javier Pisonero","orcid":"https://orcid.org/0000-0002-1384-2819"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Pisonero","raw_affiliation_strings":["Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cartographic and Land Engineering, Universidad de Salamanca, 05003 \u00c1vila, Spain","institution_ids":["https://openalex.org/I184999862"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086407273"],"corresponding_institution_ids":["https://openalex.org/I184999862"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.8504,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.83930838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"20","issue":"14","first_page":"3982","last_page":"3982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9987999796867371,"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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9987999796867371,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9902999997138977,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7197130918502808},{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.706836462020874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5899779796600342},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5562811493873596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5348884463310242},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48584291338920593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4788539409637451},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4602370262145996},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.45805275440216064},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.45062732696533203},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.4414578378200531},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.40444451570510864},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38012057542800903},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3739776611328125}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7197130918502808},{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.706836462020874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5899779796600342},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5562811493873596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5348884463310242},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48584291338920593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4788539409637451},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4602370262145996},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.45805275440216064},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.45062732696533203},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.4414578378200531},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.40444451570510864},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38012057542800903},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3739776611328125},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/s20143982","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20143982","pdf_url":"https://www.mdpi.com/1424-8220/20/14/3982/pdf?version=1595224407","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32709017","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32709017","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:dnet:ucreareposit::8efb3152d526e585ff86573e9fa9dd82","is_oa":true,"landing_page_url":"http://hdl.handle.net/10902/19052","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors, 2020, 20(14), 3982","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:e960bbb40ab74899b88b677d8e4f62c9","is_oa":true,"landing_page_url":"https://doaj.org/article/e960bbb40ab74899b88b677d8e4f62c9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 14, p 3982 (2020)","raw_type":"article"},{"id":"pmh:oai:gredos.usal.es:10366/154937","is_oa":true,"landing_page_url":"http://hdl.handle.net/10366/154937","pdf_url":null,"source":{"id":"https://openalex.org/S4377196290","display_name":"Gredos (University of Salamanca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184999862","host_organization_name":"Universidad de Salamanca","host_organization_lineage":["https://openalex.org/I184999862"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/14/3982/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20143982","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 20; Issue 14; Pages: 3982","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7411725","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7411725","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20143982","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20143982","pdf_url":"https://www.mdpi.com/1424-8220/20/14/3982/pdf?version=1595224407","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6499999761581421,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1650125035","display_name":null,"funder_award_id":"B-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320328269","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3043568836.pdf","grobid_xml":"https://content.openalex.org/works/W3043568836.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W779666878","https://openalex.org/W1047903267","https://openalex.org/W1487611565","https://openalex.org/W1595116748","https://openalex.org/W1870624945","https://openalex.org/W1975696262","https://openalex.org/W1984970126","https://openalex.org/W1987732248","https://openalex.org/W1991493187","https://openalex.org/W1995105354","https://openalex.org/W2006837334","https://openalex.org/W2050479603","https://openalex.org/W2069399322","https://openalex.org/W2069888879","https://openalex.org/W2081881889","https://openalex.org/W2093121408","https://openalex.org/W2225690884","https://openalex.org/W2284177890","https://openalex.org/W2437647195","https://openalex.org/W2508903546","https://openalex.org/W2512239910","https://openalex.org/W2516907019","https://openalex.org/W2578231357","https://openalex.org/W2737688195","https://openalex.org/W2900416720","https://openalex.org/W2909177819","https://openalex.org/W2911964244","https://openalex.org/W2947407948","https://openalex.org/W2973218737","https://openalex.org/W2987078683","https://openalex.org/W2990010020","https://openalex.org/W2995089849","https://openalex.org/W2997035735","https://openalex.org/W2997330929","https://openalex.org/W3012934857","https://openalex.org/W3123445946","https://openalex.org/W4206419526","https://openalex.org/W4211049957","https://openalex.org/W4243687613","https://openalex.org/W6649060780"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":{"The":[0,74,117],"present":[1],"article":[2],"addresses":[3],"a":[4,101,205],"generation":[5],"of":[6,15,29,88,100,110,160,180,183,192],"predictive":[7,57,89,102,133,178],"models":[8,54,134,148],"that":[9,46,176],"assesses":[10],"the":[11,27,38,98,106,140,173,177,188],"thickness":[12,107,122],"and":[13,51,60,71,84,93,108,138,163,190],"length":[14,109,137],"internal":[16,112,193],"defects":[17,194],"in":[18,86,158,195],"additive":[19,199],"manufacturing":[20,200],"materials.":[21],"These":[22],"modes":[23],"use":[24],"data":[25],"from":[26,114],"application":[28],"active":[30,202],"transient":[31],"thermography":[32,203],"numerical":[33],"simulation.":[34],"In":[35,170],"this":[36,171],"manner,":[37],"raised":[39],"procedure":[40],"is":[41],"an":[42,111],"ad-hoc":[43],"hybrid":[44],"method":[45,103],"integrates":[47],"finite":[48],"element":[49],"simulation":[50],"machine":[52],"learning":[53],"using":[55,201],"different":[56],"feature":[58,168],"sets":[59],"characteristics":[61],"(i.e.,":[62],"regression,":[63,65],"Gaussian":[64,144],"support":[66,151],"vector":[67,152],"machines,":[68],"multilayer":[69],"perceptron,":[70],"random":[72],"forest).":[73],"performance":[75,165],"results":[76,174],"for":[77,135,166,187],"each":[78],"model":[79,119,142],"were":[80],"statistically":[81],"analyzed,":[82],"evaluated,":[83],"compared":[85],"terms":[87,159],"performance,":[90],"processing":[91,161],"time,":[92],"outlier":[94],"sensibility":[95],"to":[96,104,120],"facilitate":[97],"choice":[99],"obtain":[105],"defect":[113,136],"thermographic":[115],"monitoring.":[116],"best":[118,141],"predictdefect":[121],"with":[123],"six":[124],"thermal":[125],"features":[126],"was":[127,143],"interaction":[128],"linear":[129],"regression.":[130,146],"To":[131],"make":[132],"thickness,":[139],"process":[145],"However,":[147],"such":[149],"as":[150,204],"machines":[153],"also":[154],"had":[155],"significative":[156],"advantages":[157],"time":[162],"adequate":[164],"certain":[167],"sets.":[169],"way,":[172],"showed":[175],"capability":[179],"some":[181],"types":[182],"algorithms":[184],"could":[185],"allow":[186],"detection":[189],"measurement":[191],"materials":[196],"produced":[197],"by":[198],"non-destructive":[206],"test.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
