{"id":"https://openalex.org/W4400438831","doi":"https://doi.org/10.1007/978-3-031-63803-9_24","title":"AcME-AD: Accelerated Model Explanations for\u00a0Anomaly Detection","display_name":"AcME-AD: Accelerated Model Explanations for\u00a0Anomaly Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400438831","doi":"https://doi.org/10.1007/978-3-031-63803-9_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-63803-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63803-9_24","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":"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/A5091190024","display_name":"Valentina Zaccaria","orcid":"https://orcid.org/0000-0001-6101-2863"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Zaccaria","raw_affiliation_strings":["Department of Information Engineering, University of Padova, via G. Gradenigo 6/b, Padova, Italy"],"raw_orcid":"https://orcid.org/0009-0008-7930-1434","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, via G. Gradenigo 6/b, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086716973","display_name":"David Dandolo","orcid":"https://orcid.org/0000-0001-9875-0931"},"institutions":[{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"David Dandolo","raw_affiliation_strings":["Statwolf Data Science, via della Croce Rossa 42, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9875-0931","affiliations":[{"raw_affiliation_string":"Statwolf Data Science, via della Croce Rossa 42, Padova, Italy","institution_ids":["https://openalex.org/I4210163794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019668140","display_name":"Chiara Masiero","orcid":"https://orcid.org/0000-0003-1948-049X"},"institutions":[{"id":"https://openalex.org/I4210163794","display_name":"Data Management (Italy)","ror":"https://ror.org/017j5za44","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210163794"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Masiero","raw_affiliation_strings":["Statwolf Data Science, via della Croce Rossa 42, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1948-049X","affiliations":[{"raw_affiliation_string":"Statwolf Data Science, via della Croce Rossa 42, Padova, Italy","institution_ids":["https://openalex.org/I4210163794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026617079","display_name":"Gian Antonio Susto","orcid":"https://orcid.org/0000-0001-5739-9639"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gian Antonio Susto","raw_affiliation_strings":["Department of Information Engineering, University of Padova, via G. Gradenigo 6/b, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5739-9639","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, via G. Gradenigo 6/b, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026617079"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"441","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9829999804496765,"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/anomaly","display_name":"Anomaly (physics)","score":0.6564270853996277},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5740336179733276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45348072052001953},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3438258767127991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29789283871650696},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09894436597824097}],"concepts":[{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6564270853996277},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5740336179733276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45348072052001953},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3438258767127991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29789283871650696},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09894436597824097},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-63803-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63803-9_24","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:www.research.unipd.it:11577/3531192","is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3531192","pdf_url":null,"source":{"id":"https://openalex.org/S4306402547","display_name":"Padua Research Archive (University of Padova)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1242748811","https://openalex.org/W1678356000","https://openalex.org/W2049058890","https://openalex.org/W2125027820","https://openalex.org/W2125847307","https://openalex.org/W2296719434","https://openalex.org/W2403816530","https://openalex.org/W2743138268","https://openalex.org/W2755997547","https://openalex.org/W2772947247","https://openalex.org/W2899638272","https://openalex.org/W2910965336","https://openalex.org/W2975945901","https://openalex.org/W3000649475","https://openalex.org/W3035861160","https://openalex.org/W3045149356","https://openalex.org/W3104917574","https://openalex.org/W3129391370","https://openalex.org/W3173360689","https://openalex.org/W3191161603","https://openalex.org/W3208480178","https://openalex.org/W3211639647","https://openalex.org/W4307957243","https://openalex.org/W4313565142","https://openalex.org/W4379162707","https://openalex.org/W4403646731"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2024-07-10T00:00:00"}
