{"id":"https://openalex.org/W2955173751","doi":"https://doi.org/10.1007/978-3-030-11821-1_16","title":"Online Anomaly Detection over Big Data Streams","display_name":"Online Anomaly Detection over Big Data Streams","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2955173751","doi":"https://doi.org/10.1007/978-3-030-11821-1_16","mag":"2955173751"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11821-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11821-1_16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Data Science","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/A5090199001","display_name":"Laura Rettig","orcid":"https://orcid.org/0000-0002-9765-0549"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Laura Rettig","raw_affiliation_strings":["University of Fribourg, Fribourg, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Fribourg, Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019682263","display_name":"Mourad Khayati","orcid":"https://orcid.org/0000-0002-7512-7124"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mourad Khayati","raw_affiliation_strings":["University of Fribourg, Fribourg, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Fribourg, Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028454093","display_name":"Philippe Cudr\u00e9-Mauroux","orcid":"https://orcid.org/0000-0003-2588-4212"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philippe Cudr\u00e9-Mauroux","raw_affiliation_strings":["University of Fribourg, Fribourg, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Fribourg, Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001278997","display_name":"Micha\u0142 Pi\u00f3rkowski","orcid":null},"institutions":[{"id":"https://openalex.org/I2800621710","display_name":"Philip Morris International (Switzerland)","ror":"https://ror.org/03z9zz970","country_code":"CH","type":"company","lineage":["https://openalex.org/I2800621710","https://openalex.org/I4210088192"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Piork\u00f3wski","raw_affiliation_strings":["Philip Morris International, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philip Morris International, Lausanne, Switzerland","institution_ids":["https://openalex.org/I2800621710"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.9181,"has_fulltext":false,"cited_by_count":75,"citation_normalized_percentile":{"value":0.98701525,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9995999932289124,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8762211203575134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7842367887496948},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7574185132980347},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7384173274040222},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6914511919021606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6097401976585388},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5129522681236267},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5054819583892822},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.46960246562957764},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4401895999908447},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4370478689670563},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.42944595217704773},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3457217514514923},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.2590019106864929},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23305627703666687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10719069838523865}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8762211203575134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842367887496948},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7574185132980347},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7384173274040222},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6914511919021606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6097401976585388},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5129522681236267},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5054819583892822},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.46960246562957764},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4401895999908447},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4370478689670563},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.42944595217704773},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3457217514514923},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2590019106864929},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23305627703666687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10719069838523865},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-11821-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11821-1_16","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Data Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W3487859","https://openalex.org/W303513970","https://openalex.org/W1635892993","https://openalex.org/W1965555277","https://openalex.org/W1976821017","https://openalex.org/W1995484833","https://openalex.org/W2004110412","https://openalex.org/W2026493302","https://openalex.org/W2114725120","https://openalex.org/W2144982963","https://openalex.org/W6674805939","https://openalex.org/W6685784915","https://openalex.org/W6687322159","https://openalex.org/W7028939390"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W3190734578","https://openalex.org/W1595351371","https://openalex.org/W4281572076","https://openalex.org/W1965676450","https://openalex.org/W4224062203","https://openalex.org/W4297797952","https://openalex.org/W2205964444","https://openalex.org/W4210578014","https://openalex.org/W91065195"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
