{"id":"https://openalex.org/W4389686669","doi":"https://doi.org/10.1007/978-3-031-46002-9_13","title":"Formal Verification of\u00a0a\u00a0Neural Network Based Prognostics System for\u00a0Aircraft Equipment","display_name":"Formal Verification of\u00a0a\u00a0Neural Network Based Prognostics System for\u00a0Aircraft Equipment","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4389686669","doi":"https://doi.org/10.1007/978-3-031-46002-9_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-46002-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-46002-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5031493900","display_name":"Dmitrii Kirov","orcid":"https://orcid.org/0009-0005-6694-0593"},"institutions":[{"id":"https://openalex.org/I4210164099","display_name":"Piaggio Aerospace (Italy)","ror":"https://ror.org/05qfbhd78","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210164099"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Dmitrii Kirov","raw_affiliation_strings":["Collins Aerospace, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collins Aerospace, Trento, Italy","institution_ids":["https://openalex.org/I4210164099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012431658","display_name":"Simone Fulvio Rollini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simone Fulvio Rollini","raw_affiliation_strings":["Collins Aerospace, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collins Aerospace, Rome, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108543082","display_name":"Luigi Di Guglielmo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164099","display_name":"Piaggio Aerospace (Italy)","ror":"https://ror.org/05qfbhd78","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210164099"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Di Guglielmo","raw_affiliation_strings":["Collins Aerospace, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collins Aerospace, Trento, Italy","institution_ids":["https://openalex.org/I4210164099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091588309","display_name":"Darren Cofer","orcid":"https://orcid.org/0000-0003-4928-908X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Darren Cofer","raw_affiliation_strings":["Collins Aerospace, Minneapolis, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collins Aerospace, Minneapolis, MN, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031493900"],"corresponding_institution_ids":["https://openalex.org/I4210164099"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2178,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49238937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9969000220298767,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9969000220298767,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.8281927704811096},{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.8049414753913879},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6326661109924316},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5912116765975952},{"id":"https://openalex.org/keywords/formal-verification","display_name":"Formal verification","score":0.5422838926315308},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.5074426531791687},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4435601830482483},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44328951835632324},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.42234036326408386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4126385450363159},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3107566833496094},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2868151068687439},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1559290885925293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8281927704811096},{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8049414753913879},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6326661109924316},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5912116765975952},{"id":"https://openalex.org/C111498074","wikidata":"https://www.wikidata.org/wiki/Q173326","display_name":"Formal verification","level":2,"score":0.5422838926315308},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.5074426531791687},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4435601830482483},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44328951835632324},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.42234036326408386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4126385450363159},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3107566833496094},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2868151068687439},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1559290885925293},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-46002-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-46002-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2030166992","https://openalex.org/W2143585755","https://openalex.org/W2592062672","https://openalex.org/W2772084711","https://openalex.org/W2957311447","https://openalex.org/W3046272654","https://openalex.org/W3194006452","https://openalex.org/W4379165387"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W2030958945","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2466930957","https://openalex.org/W3182014137"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
