{"id":"https://openalex.org/W3048942180","doi":"https://doi.org/10.1007/978-3-030-58811-3_2","title":"Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow","display_name":"Anomaly Detection for Data Streams Based on Isolation Forest Using Scikit-Multiflow","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3048942180","doi":"https://doi.org/10.1007/978-3-030-58811-3_2","mag":"3048942180"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58811-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58811-3_2","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":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02874869","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020659253","display_name":"Maurras Ulbricht Togbe","orcid":"https://orcid.org/0000-0001-9396-7947"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Maurras Ulbricht Togbe","raw_affiliation_strings":["ISEP, LISITE, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, LISITE, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109625719","display_name":"Mariam Barry","orcid":null},"institutions":[{"id":"https://openalex.org/I95549939","display_name":"BNP Paribas (France)","ror":"https://ror.org/02v616z87","country_code":"FR","type":"company","lineage":["https://openalex.org/I95549939"]},{"id":"https://openalex.org/I12356871","display_name":"T\u00e9l\u00e9com Paris","ror":"https://ror.org/01naq7912","country_code":"FR","type":"education","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210165912","display_name":"Laboratoire Traitement et Communication de l\u2019Information","ror":"https://ror.org/057er4c39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I12356871","https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4210165912"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mariam Barry","raw_affiliation_strings":["BNP Paribas, IT Group, Division Data, Montreuil, France","T\u00e9l\u00e9com Paris, LTCI, Institut Polytechnique de Paris, Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"BNP Paribas, IT Group, Division Data, Montreuil, France","institution_ids":["https://openalex.org/I95549939"]},{"raw_affiliation_string":"T\u00e9l\u00e9com Paris, LTCI, Institut Polytechnique de Paris, Palaiseau, France","institution_ids":["https://openalex.org/I4210165912","https://openalex.org/I12356871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057837992","display_name":"Aliou Boly","orcid":"https://orcid.org/0000-0003-4810-5728"},"institutions":[{"id":"https://openalex.org/I96840727","display_name":"Cheikh Anta Diop University","ror":"https://ror.org/04je6yw13","country_code":"SN","type":"education","lineage":["https://openalex.org/I96840727"]}],"countries":["SN"],"is_corresponding":false,"raw_author_name":"Aliou Boly","raw_affiliation_strings":["Universit\u00e9 Cheikh Anta Diop de Dakar, Dakar, Senegal"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Cheikh Anta Diop de Dakar, Dakar, Senegal","institution_ids":["https://openalex.org/I96840727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013567133","display_name":"Yousra Chabchoub","orcid":"https://orcid.org/0000-0003-0772-1698"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yousra Chabchoub","raw_affiliation_strings":["ISEP, LISITE, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, LISITE, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068533827","display_name":"Raja Chiky","orcid":null},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raja Chiky","raw_affiliation_strings":["ISEP, LISITE, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISEP, LISITE, Paris, France","institution_ids":["https://openalex.org/I122941322"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042593186","display_name":"Jacob Montiel","orcid":"https://orcid.org/0000-0003-2245-0718"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Jacob Montiel","raw_affiliation_strings":["Department of Computer Science, University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024899681","display_name":"Vinh-Thuy Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I95549939","display_name":"BNP Paribas (France)","ror":"https://ror.org/02v616z87","country_code":"FR","type":"company","lineage":["https://openalex.org/I95549939"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vinh-Thuy Tran","raw_affiliation_strings":["BNP Paribas, IT Group, Division Data, Montreuil, France"],"affiliations":[{"raw_affiliation_string":"BNP Paribas, IT Group, Division Data, Montreuil, France","institution_ids":["https://openalex.org/I95549939"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5020659253"],"corresponding_institution_ids":["https://openalex.org/I122941322"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.969,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98107289,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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":1.0,"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":0.9998999834060669,"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"}},{"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8693658113479614},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.8395285606384277},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7876193523406982},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6401094198226929},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5368645191192627},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.4506547451019287},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.41491854190826416},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33903688192367554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29508668184280396},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11599040031433105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8693658113479614},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.8395285606384277},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7876193523406982},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6401094198226929},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5368645191192627},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.4506547451019287},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.41491854190826416},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33903688192367554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29508668184280396},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11599040031433105},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-58811-3_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58811-3_2","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"},{"id":"pmh:oai:HAL:hal-02874869v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02874869","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"The 20th International Conference on Computational Science and its Applications (ICCSA 2020), Jul 2020, Caligari, Italy","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02874869v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02874869","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"The 20th International Conference on Computational Science and its Applications (ICCSA 2020), Jul 2020, Caligari, Italy","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W150715854","https://openalex.org/W201138236","https://openalex.org/W1570448133","https://openalex.org/W1970978220","https://openalex.org/W1995443851","https://openalex.org/W2026493302","https://openalex.org/W2045064676","https://openalex.org/W2116300222","https://openalex.org/W2122646361","https://openalex.org/W2135335717","https://openalex.org/W2137130182","https://openalex.org/W2144200194","https://openalex.org/W2170936641","https://openalex.org/W2287498853","https://openalex.org/W2296719434","https://openalex.org/W2337854997","https://openalex.org/W2545264114","https://openalex.org/W2626498001","https://openalex.org/W2806029905","https://openalex.org/W2847284300","https://openalex.org/W2887794269","https://openalex.org/W2899638272","https://openalex.org/W2903719205","https://openalex.org/W2939365567","https://openalex.org/W2962774976","https://openalex.org/W2971503667","https://openalex.org/W3104917574","https://openalex.org/W3120740533","https://openalex.org/W4256141317"],"related_works":["https://openalex.org/W4293083682","https://openalex.org/W3190734578","https://openalex.org/W1595351371","https://openalex.org/W4389449520","https://openalex.org/W2061507057","https://openalex.org/W127192698","https://openalex.org/W2570600173","https://openalex.org/W2893008024","https://openalex.org/W91065195","https://openalex.org/W2964556660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":13}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}