{"id":"https://openalex.org/W3175929675","doi":"https://doi.org/10.1007/978-3-030-80568-5_21","title":"Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches","display_name":"Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3175929675","doi":"https://doi.org/10.1007/978-3-030-80568-5_21","mag":"3175929675"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-80568-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80568-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"},"type":"book-chapter","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/A5052687333","display_name":"Cosimo Ieracitano","orcid":"https://orcid.org/0000-0001-7890-2897"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cosimo Ieracitano","raw_affiliation_strings":["DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056605266","display_name":"Nadia Mammone","orcid":"https://orcid.org/0000-0003-4962-3500"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nadia Mammone","raw_affiliation_strings":["DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091299215","display_name":"Annunziata Paviglianiti","orcid":"https://orcid.org/0000-0003-3837-6479"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annunziata Paviglianiti","raw_affiliation_strings":["Polytechnic University of Turin, 10129, Turin, Corso Castelfidardo, Italy"],"affiliations":[{"raw_affiliation_string":"Polytechnic University of Turin, 10129, Turin, Corso Castelfidardo, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Carlo Morabito","raw_affiliation_strings":["DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM, University Mediterranea of Reggio Calabria, Via Graziella Feo di Vito, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052687333"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":null,"apc_paid":null,"fwci":0.7017,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68692117,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"244","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"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":0.9625999927520752,"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/T11451","display_name":"Advanced Machining and Optimization Techniques","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/nanofiber","display_name":"Nanofiber","score":0.7018384337425232},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6478154063224792},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6254124045372009},{"id":"https://openalex.org/keywords/electrospinning","display_name":"Electrospinning","score":0.5820593237876892},{"id":"https://openalex.org/keywords/scanning-electron-microscope","display_name":"Scanning electron microscope","score":0.5673704147338867},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5129649043083191},{"id":"https://openalex.org/keywords/nanomaterials","display_name":"Nanomaterials","score":0.49386245012283325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.492064893245697},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4695993661880493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45766499638557434},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4372238516807556},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42837560176849365},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4273848235607147},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.41964423656463623},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.37621012330055237},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3548056483268738},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.33803465962409973},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32286742329597473},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.22234654426574707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17593839764595032},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1516479253768921},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.14987722039222717},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.12071153521537781}],"concepts":[{"id":"https://openalex.org/C91129048","wikidata":"https://www.wikidata.org/wiki/Q594196","display_name":"Nanofiber","level":2,"score":0.7018384337425232},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6478154063224792},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6254124045372009},{"id":"https://openalex.org/C144796933","wikidata":"https://www.wikidata.org/wiki/Q1533542","display_name":"Electrospinning","level":3,"score":0.5820593237876892},{"id":"https://openalex.org/C26771246","wikidata":"https://www.wikidata.org/wiki/Q321095","display_name":"Scanning electron microscope","level":2,"score":0.5673704147338867},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5129649043083191},{"id":"https://openalex.org/C138631740","wikidata":"https://www.wikidata.org/wiki/Q967847","display_name":"Nanomaterials","level":2,"score":0.49386245012283325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.492064893245697},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4695993661880493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45766499638557434},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4372238516807556},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42837560176849365},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4273848235607147},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.41964423656463623},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.37621012330055237},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3548056483268738},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33803465962409973},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32286742329597473},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.22234654426574707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17593839764595032},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1516479253768921},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.14987722039222717},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.12071153521537781},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-80568-5_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80568-5_21","pdf_url":null,"source":{"id":"https://openalex.org/S4210232173","display_name":"Proceedings of the international neural networks society","issn_l":"2661-8141","issn":["2661-8141","2661-815X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Neural Networks Society","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1963671076","https://openalex.org/W1981266770","https://openalex.org/W2025150798","https://openalex.org/W2055475096","https://openalex.org/W2077815743","https://openalex.org/W2103924242","https://openalex.org/W2106016315","https://openalex.org/W2157248428","https://openalex.org/W2163605009","https://openalex.org/W2562062856","https://openalex.org/W2579318141","https://openalex.org/W2600625242","https://openalex.org/W2784032999","https://openalex.org/W2789876780","https://openalex.org/W2894895904","https://openalex.org/W2935849356","https://openalex.org/W2958089299","https://openalex.org/W2973813104","https://openalex.org/W2984419450","https://openalex.org/W3003523273","https://openalex.org/W3037008878","https://openalex.org/W3041381384","https://openalex.org/W3111817041","https://openalex.org/W3111875263","https://openalex.org/W3125997628"],"related_works":["https://openalex.org/W2355916646","https://openalex.org/W4388098904","https://openalex.org/W2009404409","https://openalex.org/W2242037806","https://openalex.org/W44317429","https://openalex.org/W2393411407","https://openalex.org/W2977835432","https://openalex.org/W4360859063","https://openalex.org/W3032483050","https://openalex.org/W2607002724"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}