{"id":"https://openalex.org/W4402113809","doi":"https://doi.org/10.1007/978-3-031-70365-2_9","title":"Self-supervised Spatial-Temporal Normality Learning for\u00a0Time Series Anomaly Detection","display_name":"Self-supervised Spatial-Temporal Normality Learning for\u00a0Time Series Anomaly Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402113809","doi":"https://doi.org/10.1007/978-3-031-70365-2_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-70365-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70365-2_9","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/A5100415365","display_name":"Yutong Chen","orcid":"https://orcid.org/0000-0002-9706-8890"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Chen","raw_affiliation_strings":["Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 400714, China","Chongqing School, University of Chinese Academy of Sciences, Chongqing, 400714, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 400714, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"Chongqing School, University of Chinese Academy of Sciences, Chongqing, 400714, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091676049","display_name":"Hongzuo Xu","orcid":"https://orcid.org/0000-0001-8074-1244"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongzuo Xu","raw_affiliation_strings":["Intelligent Game and Decision Lab (IGDL), Beijing, 100091, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Game and Decision Lab (IGDL), Beijing, 100091, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039104219","display_name":"Guansong Pang","orcid":"https://orcid.org/0000-0002-9877-2716"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guansong Pang","raw_affiliation_strings":["Singapore Management University, Singapore, 178902, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001991004","display_name":"Hezhe Qiao","orcid":"https://orcid.org/0000-0003-3511-0528"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hezhe Qiao","raw_affiliation_strings":["Singapore Management University, Singapore, 178902, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, 178902, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113273847","display_name":"Yuan Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan Zhou","raw_affiliation_strings":["Intelligent Game and Decision Lab (IGDL), Beijing, 100091, China"],"affiliations":[{"raw_affiliation_string":"Intelligent Game and Decision Lab (IGDL), Beijing, 100091, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109774158","display_name":"Mingsheng Shang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingsheng Shang","raw_affiliation_strings":["Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 400714, China","Chongqing School, University of Chinese Academy of Sciences, Chongqing, 400714, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, 400714, China","institution_ids":["https://openalex.org/I4210123021"]},{"raw_affiliation_string":"Chongqing School, University of Chinese Academy of Sciences, Chongqing, 400714, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109774158"],"corresponding_institution_ids":["https://openalex.org/I4210123021","https://openalex.org/I4210165038"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.2181,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97559517,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"162"},"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":0.9991999864578247,"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":0.991599977016449,"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":0.7153259515762329},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7074419856071472},{"id":"https://openalex.org/keywords/normality","display_name":"Normality","score":0.6879506707191467},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.666978657245636},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6200324296951294},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6116570234298706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5211474895477295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39038777351379395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3056783080101013},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1166037917137146},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10195478796958923},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10076022148132324}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7153259515762329},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7074419856071472},{"id":"https://openalex.org/C2776157432","wikidata":"https://www.wikidata.org/wiki/Q1375683","display_name":"Normality","level":2,"score":0.6879506707191467},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.666978657245636},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6200324296951294},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6116570234298706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5211474895477295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39038777351379395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3056783080101013},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1166037917137146},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10195478796958923},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10076022148132324},{"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},{"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:10.1007/978-3-031-70365-2_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-70365-2_9","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":39,"referenced_works":["https://openalex.org/W66185676","https://openalex.org/W2016287239","https://openalex.org/W2054526494","https://openalex.org/W2089497633","https://openalex.org/W2785362611","https://openalex.org/W2786827964","https://openalex.org/W2802314367","https://openalex.org/W2931608861","https://openalex.org/W2948517885","https://openalex.org/W2962736999","https://openalex.org/W2965433388","https://openalex.org/W2982438846","https://openalex.org/W3006123093","https://openalex.org/W3034418897","https://openalex.org/W3040266635","https://openalex.org/W3042807565","https://openalex.org/W3081497074","https://openalex.org/W3095970110","https://openalex.org/W3098957257","https://openalex.org/W3105931142","https://openalex.org/W3106543020","https://openalex.org/W3117435741","https://openalex.org/W3135550350","https://openalex.org/W3169450514","https://openalex.org/W3170981104","https://openalex.org/W3198059351","https://openalex.org/W3199148273","https://openalex.org/W4205222700","https://openalex.org/W4213397551","https://openalex.org/W4256177618","https://openalex.org/W4281388377","https://openalex.org/W4283318673","https://openalex.org/W4283696437","https://openalex.org/W4312750676","https://openalex.org/W4367016885","https://openalex.org/W4385562572","https://openalex.org/W4395680495","https://openalex.org/W4396735824","https://openalex.org/W4400909847"],"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/W2972971679"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-23T23:20:30.427331","created_date":"2025-10-10T00:00:00"}
