{"id":"https://openalex.org/W4312469429","doi":"https://doi.org/10.1007/978-3-031-21743-2_24","title":"Using Deep Learning to\u00a0Detect Anomalies in\u00a0Traffic Flow","display_name":"Using Deep Learning to\u00a0Detect Anomalies in\u00a0Traffic Flow","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312469429","doi":"https://doi.org/10.1007/978-3-031-21743-2_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21743-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21743-2_24","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102906495","display_name":"Manuel M\u00e9ndez","orcid":"https://orcid.org/0000-0002-6802-2164"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel M\u00e9ndez","raw_affiliation_strings":["Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050768031","display_name":"Alfredo Ibias","orcid":"https://orcid.org/0000-0002-3122-4272"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alfredo Ibias","raw_affiliation_strings":["SANO-Centre for Computational Medicine, Krakow, Poland"],"affiliations":[{"raw_affiliation_string":"SANO-Centre for Computational Medicine, Krakow, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024107021","display_name":"Manuel N\u00fa\u00f1ez","orcid":"https://orcid.org/0000-0001-9808-6401"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel N\u00fa\u00f1ez","raw_affiliation_strings":["Universidad Complutense de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Complutense de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102906495"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3715,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84593838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"299","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":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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9979000091552734,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9973000288009644,"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/computer-science","display_name":"Computer science","score":0.8783280849456787},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.6183832883834839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5891910791397095},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5796355605125427},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5176621079444885},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4509897828102112},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43528276681900024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40573498606681824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3721376955509186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3678480386734009}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8783280849456787},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.6183832883834839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5891910791397095},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5796355605125427},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5176621079444885},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4509897828102112},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43528276681900024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40573498606681824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3721376955509186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3678480386734009},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21743-2_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21743-2_24","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2052250245","https://openalex.org/W2064675550","https://openalex.org/W2147800946","https://openalex.org/W2754976339","https://openalex.org/W2786827964","https://openalex.org/W2870240865","https://openalex.org/W2892473395","https://openalex.org/W2904996768","https://openalex.org/W2909550475","https://openalex.org/W2909745252","https://openalex.org/W2950361482","https://openalex.org/W2967164163","https://openalex.org/W2973055534","https://openalex.org/W2982326802","https://openalex.org/W2999963732","https://openalex.org/W3001155681","https://openalex.org/W3011124515","https://openalex.org/W3106543020","https://openalex.org/W3107823763","https://openalex.org/W3110259437","https://openalex.org/W3117115278","https://openalex.org/W4200516655","https://openalex.org/W4210537578"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W4375867731","https://openalex.org/W4390516098","https://openalex.org/W2358990940","https://openalex.org/W2181948922","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}