{"id":"https://openalex.org/W2989757666","doi":"https://doi.org/10.1007/978-3-030-34986-8_12","title":"Behaviorial-Based Network Flow Analyses for Anomaly Detection in Sequential Data Using Temporal Convolutional Networks","display_name":"Behaviorial-Based Network Flow Analyses for Anomaly Detection in Sequential Data Using Temporal Convolutional Networks","publication_year":2019,"publication_date":"2019-11-27","ids":{"openalex":"https://openalex.org/W2989757666","doi":"https://doi.org/10.1007/978-3-030-34986-8_12","mag":"2989757666"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-34986-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34986-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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/A5000424687","display_name":"Wen\u2010Hui Lin","orcid":"https://orcid.org/0000-0003-0600-6107"},"institutions":[{"id":"https://openalex.org/I190409851","display_name":"Kun Shan University","ror":"https://ror.org/01gzkdv90","country_code":"TW","type":"education","lineage":["https://openalex.org/I190409851"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Wen-Hui Lin","raw_affiliation_strings":["Department of Information Management, Kun Shan University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Kun Shan University, Tainan, Taiwan","institution_ids":["https://openalex.org/I190409851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338694","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0002-9485-7325"},"institutions":[{"id":"https://openalex.org/I190409851","display_name":"Kun Shan University","ror":"https://ror.org/01gzkdv90","country_code":"TW","type":"education","lineage":["https://openalex.org/I190409851"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["Department of Information Management, Kun Shan University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Kun Shan University, Tainan, Taiwan","institution_ids":["https://openalex.org/I190409851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100962305","display_name":"Baohua Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I190409851","display_name":"Kun Shan University","ror":"https://ror.org/01gzkdv90","country_code":"TW","type":"education","lineage":["https://openalex.org/I190409851"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bao-Hua Wu","raw_affiliation_strings":["Department of Information Management, Kun Shan University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Kun Shan University, Tainan, Taiwan","institution_ids":["https://openalex.org/I190409851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050909361","display_name":"Ming-Sheng Jhou","orcid":null},"institutions":[{"id":"https://openalex.org/I190409851","display_name":"Kun Shan University","ror":"https://ror.org/01gzkdv90","country_code":"TW","type":"education","lineage":["https://openalex.org/I190409851"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Sheng Jhou","raw_affiliation_strings":["Department of Information Management, Kun Shan University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, Kun Shan University, Tainan, Taiwan","institution_ids":["https://openalex.org/I190409851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018606896","display_name":"Kuo\u2010Ming Chao","orcid":"https://orcid.org/0000-0002-4501-9739"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kuo-Ming Chao","raw_affiliation_strings":["ECB, Faculty of Engineering and Computing, Coventry University, Coventry, UK","Engineering and Computing, School of MIS, Coventry University, Coventry, UK"],"affiliations":[{"raw_affiliation_string":"ECB, Faculty of Engineering and Computing, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Engineering and Computing, School of MIS, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102731125","display_name":"Chi\u2010Chun Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Chun Lo","raw_affiliation_strings":["Institute of Information Management, National Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Information Management, National Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000424687"],"corresponding_institution_ids":["https://openalex.org/I190409851"],"apc_list":null,"apc_paid":null,"fwci":1.8196,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.85934394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9983000159263611,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7581546306610107},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6785329580307007},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6538788080215454},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5284816026687622},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5027704238891602},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5015549659729004},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4891803562641144},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4795382022857666},{"id":"https://openalex.org/keywords/netflow","display_name":"NetFlow","score":0.43268224596977234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42201468348503113},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3292049169540405},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.32708242535591125},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.18023329973220825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7581546306610107},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6785329580307007},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6538788080215454},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5284816026687622},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5027704238891602},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5015549659729004},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4891803562641144},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4795382022857666},{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.43268224596977234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42201468348503113},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3292049169540405},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32708242535591125},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.18023329973220825},{"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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:10.1007/978-3-030-34986-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34986-8_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","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":12,"referenced_works":["https://openalex.org/W17658120","https://openalex.org/W1873332500","https://openalex.org/W2064675550","https://openalex.org/W2157331557","https://openalex.org/W2286929393","https://openalex.org/W2550143307","https://openalex.org/W2789828921","https://openalex.org/W2792764867","https://openalex.org/W2950010627","https://openalex.org/W6600719526","https://openalex.org/W6602254124","https://openalex.org/W6603242443"],"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/W3030345572"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}