{"id":"https://openalex.org/W4405764361","doi":"https://doi.org/10.1007/978-981-97-8798-2_12","title":"Impact of\u00a0Recurrent Neural Networks and\u00a0Deep Learning Frameworks on\u00a0Real-Time Lightweight Time Series Anomaly Detection","display_name":"Impact of\u00a0Recurrent Neural Networks and\u00a0Deep Learning Frameworks on\u00a0Real-Time Lightweight Time Series Anomaly Detection","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405764361","doi":"https://doi.org/10.1007/978-981-97-8798-2_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-8798-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-8798-2_12","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/A5058290511","display_name":"Ming\u2010Chang Lee","orcid":"https://orcid.org/0000-0003-2484-4366"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Ming-Chang Lee","raw_affiliation_strings":["Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway"],"raw_orcid":"https://orcid.org/0000-0003-2484-4366","affiliations":[{"raw_affiliation_string":"Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103166673","display_name":"Jia\u2010Chun Lin","orcid":"https://orcid.org/0000-0003-3374-8536"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jia-Chun Lin","raw_affiliation_strings":["Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway"],"raw_orcid":"https://orcid.org/0000-0003-3374-8536","affiliations":[{"raw_affiliation_string":"Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022741687","display_name":"Sokratis Katsikas","orcid":"https://orcid.org/0000-0003-2966-9683"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Sokratis Katsikas","raw_affiliation_strings":["Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway","Norwegian University of Science and Technology - NTNU, Gj\u00f8vik, Norway"],"raw_orcid":"https://orcid.org/0000-0003-2966-9683","affiliations":[{"raw_affiliation_string":"Department of Information Security and Communication Technology, Norwegian University of Science and Technology (NTNU), Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Norwegian University of Science and Technology - NTNU, Gj\u00f8vik, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058290511"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.9959,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92840038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"228","last_page":"247"},"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":0.9990000128746033,"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":0.9923999905586243,"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":0.8225889205932617},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.771865963935852},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5826107263565063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5650348663330078},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5639978647232056},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5569246411323547},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5328249335289001},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5321473479270935},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4778180420398712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3951514959335327},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07391256093978882}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8225889205932617},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.771865963935852},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5826107263565063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5650348663330078},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5639978647232056},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5569246411323547},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5328249335289001},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5321473479270935},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4778180420398712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3951514959335327},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07391256093978882},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-8798-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-8798-2_12","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2069143585","https://openalex.org/W2128084896","https://openalex.org/W2278186031","https://openalex.org/W2605909392","https://openalex.org/W2833324965","https://openalex.org/W2890488673","https://openalex.org/W2910096450","https://openalex.org/W2914016760","https://openalex.org/W2931608861","https://openalex.org/W2948517885","https://openalex.org/W2964199361","https://openalex.org/W2970971581","https://openalex.org/W3003089943","https://openalex.org/W3014773641","https://openalex.org/W3087004468","https://openalex.org/W3105931142","https://openalex.org/W3106255857","https://openalex.org/W3138403760","https://openalex.org/W3155567600","https://openalex.org/W3159054899","https://openalex.org/W3199890673","https://openalex.org/W3209973645","https://openalex.org/W3217174898","https://openalex.org/W4200457408","https://openalex.org/W4221138647","https://openalex.org/W4312949663","https://openalex.org/W4366808736","https://openalex.org/W4384077378","https://openalex.org/W4384077797","https://openalex.org/W4386255686","https://openalex.org/W6604896550","https://openalex.org/W6713134421","https://openalex.org/W6926303013"],"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/W3008584592","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
