{"id":"https://openalex.org/W4387818685","doi":"https://doi.org/10.1007/978-3-031-44067-0_22","title":"Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?","display_name":"Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387818685","doi":"https://doi.org/10.1007/978-3-031-44067-0_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-44067-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/526b9e80-748b-4a6f-8b94-769a9356288c","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068948553","display_name":"Leonardo Arrighi","orcid":"https://orcid.org/0009-0006-2494-0349"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Leonardo Arrighi","raw_affiliation_strings":["Department of Mathematics and Geosciences, University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Geosciences, University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004953377","display_name":"Sylvio Barbon","orcid":"https://orcid.org/0000-0002-4988-0702"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sylvio Barbon Junior","raw_affiliation_strings":["Department of Engineering and Architecture, University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058996630","display_name":"Felice Andrea Pellegrino","orcid":"https://orcid.org/0000-0002-4423-1666"},"institutions":[{"id":"https://openalex.org/I142444530","display_name":"University of Trieste","ror":"https://ror.org/02n742c10","country_code":"IT","type":"education","lineage":["https://openalex.org/I142444530"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Felice Andrea Pellegrino","raw_affiliation_strings":["Department of Engineering and Architecture, University of Trieste, Trieste, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Architecture, University of Trieste, Trieste, Italy","institution_ids":["https://openalex.org/I142444530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102953100","display_name":"Michele Simonato","orcid":"https://orcid.org/0009-0000-1505-5774"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Simonato","raw_affiliation_strings":["ASAC srl, Cessalto, (TV), Italy"],"affiliations":[{"raw_affiliation_string":"ASAC srl, Cessalto, (TV), Italy","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057131014","display_name":"Marco Zullich","orcid":"https://orcid.org/0000-0002-9920-9095"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marco Zullich","raw_affiliation_strings":["Department of Artificial Intelligence, University of Groningen, Groningen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, University of Groningen, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068948553"],"corresponding_institution_ids":["https://openalex.org/I142444530"],"apc_list":null,"apc_paid":null,"fwci":2.6662,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91583175,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"420","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9908999800682068,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9722999930381775,"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/correctness","display_name":"Correctness","score":0.8644917011260986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8298746347427368},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6199054718017578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5461555123329163},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4948994517326355},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.46920695900917053},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.445334255695343},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4237896203994751},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.42235225439071655},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3602362871170044},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3532179296016693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3436746597290039},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09685906767845154},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07240936160087585}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8644917011260986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8298746347427368},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6199054718017578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5461555123329163},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4948994517326355},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.46920695900917053},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.445334255695343},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4237896203994751},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.42235225439071655},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3602362871170044},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3532179296016693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3436746597290039},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09685906767845154},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07240936160087585}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-031-44067-0_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-44067-0_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.rug.nl:openaire/526b9e80-748b-4a6f-8b94-769a9356288c","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/526b9e80-748b-4a6f-8b94-769a9356288c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Arrighi, L, Barbon Junior, S, Pellegrino, F A, Simonato, M & Zullich, M 2023, Explainable Automated Anomaly Recognition in Failure Analysis : is Deep Learning Doing it Correctly? in L Longo (ed.), Explainable Artificial Intelligence - 1st World Conference, xAI 2023, Proceedings. Communications in Computer and Information Science, no. Part 2, vol. 1902 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 420-432, 1st World Conference on eXplainable Artificial Intelligence, xAI 2023, Lisbon, Portugal, 26/07/2023. https://doi.org/10.1007/978-3-031-44067-0_22","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/526b9e80-748b-4a6f-8b94-769a9356288c","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/526b9e80-748b-4a6f-8b94-769a9356288c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Arrighi, L, Barbon Junior, S, Pellegrino, F A, Simonato, M & Zullich, M 2023, Explainable Automated Anomaly Recognition in Failure Analysis : is Deep Learning Doing it Correctly? in L Longo (ed.), Explainable Artificial Intelligence - 1st World Conference, xAI 2023, Proceedings. Communications in Computer and Information Science, no. Part 2, vol. 1902 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 420-432, 1st World Conference on eXplainable Artificial Intelligence, xAI 2023, Lisbon, Portugal, 26/07/2023. https://doi.org/10.1007/978-3-031-44067-0_22","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:publications/526b9e80-748b-4a6f-8b94-769a9356288c","is_oa":true,"landing_page_url":"https://research.rug.nl/files/910499913/Explainable_Artificial_Intelligence.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Arrighi, L, Barbon Junior, S, Pellegrino, F A, Simonato, M & Zullich, M 2023, Explainable Automated Anomaly Recognition in Failure Analysis : is Deep Learning Doing it Correctly? in L Longo (ed.), Explainable Artificial Intelligence - 1st World Conference, xAI 2023, Proceedings. Communications in Computer and Information Science, no. Part 2, vol. 1902 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 420-432, 1st World Conference on eXplainable Artificial Intelligence, xAI 2023, Lisbon, Portugal, 26/07/2023. https://doi.org/10.1007/978-3-031-44067-0_22","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/526b9e80-748b-4a6f-8b94-769a9356288c","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/526b9e80-748b-4a6f-8b94-769a9356288c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Arrighi, L, Barbon Junior, S, Pellegrino, F A, Simonato, M & Zullich, M 2023, Explainable Automated Anomaly Recognition in Failure Analysis : is Deep Learning Doing it Correctly? in L Longo (ed.), Explainable Artificial Intelligence - 1st World Conference, xAI 2023, Proceedings. Communications in Computer and Information Science, no. Part 2, vol. 1902 CCIS, Springer Science and Business Media Deutschland GmbH, pp. 420-432, 1st World Conference on eXplainable Artificial Intelligence, xAI 2023, Lisbon, Portugal, 26/07/2023. https://doi.org/10.1007/978-3-031-44067-0_22","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W1995462455","https://openalex.org/W2009719985","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2477945779","https://openalex.org/W2614936908","https://openalex.org/W2618530766","https://openalex.org/W2765793020","https://openalex.org/W2962858109","https://openalex.org/W2963855133","https://openalex.org/W2975704836","https://openalex.org/W2981731882","https://openalex.org/W3010219363","https://openalex.org/W3017351200","https://openalex.org/W3046768359","https://openalex.org/W3106483999","https://openalex.org/W3135015393","https://openalex.org/W3135968727","https://openalex.org/W3176482836","https://openalex.org/W3182546273","https://openalex.org/W3212807205","https://openalex.org/W4280590811","https://openalex.org/W4294559022","https://openalex.org/W4294643428","https://openalex.org/W4313650676","https://openalex.org/W4320712931","https://openalex.org/W4321786089","https://openalex.org/W6607452879"],"related_works":["https://openalex.org/W3008339103","https://openalex.org/W2404647514","https://openalex.org/W1667647204","https://openalex.org/W4247536566","https://openalex.org/W3119814709","https://openalex.org/W2018477250","https://openalex.org/W1508895727","https://openalex.org/W4241418540","https://openalex.org/W2725786787","https://openalex.org/W4283160672"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
