{"id":"https://openalex.org/W4412924263","doi":"https://doi.org/10.1007/978-981-96-9921-6_23","title":"Multi-Scale Laplace Method for Unsupervised Time Series Anomaly Detection","display_name":"Multi-Scale Laplace Method for Unsupervised Time Series Anomaly Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412924263","doi":"https://doi.org/10.1007/978-981-96-9921-6_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-9921-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9921-6_23","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":null,"display_name":"Tianzhe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087091","display_name":"Sanming Agricultural Science Research Institute","ror":"https://ror.org/00087rj45","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210087091"]},{"id":"https://openalex.org/I4210147983","display_name":"Guangdong Police College","ror":"https://ror.org/05krxyw16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147983"]},{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianzhe Liu","raw_affiliation_strings":["Fujian Key Lab of Agricultural IOT Applications, Sanming University, Sanming, 365004, Fujian, China","Fujian Police College, Fuzhou, 350007, China"],"affiliations":[{"raw_affiliation_string":"Fujian Key Lab of Agricultural IOT Applications, Sanming University, Sanming, 365004, Fujian, China","institution_ids":["https://openalex.org/I4210149962","https://openalex.org/I4210087091"]},{"raw_affiliation_string":"Fujian Police College, Fuzhou, 350007, China","institution_ids":["https://openalex.org/I4210147983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102744399","display_name":"Heming Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heming Jia","raw_affiliation_strings":["School of Information Engineering, Sanming University, Sanming, 365004, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Sanming University, Sanming, 365004, China","institution_ids":["https://openalex.org/I4210149962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076921272","display_name":"Riqing Chen","orcid":"https://orcid.org/0000-0001-7828-550X"},"institutions":[{"id":"https://openalex.org/I4210087091","display_name":"Sanming Agricultural Science Research Institute","ror":"https://ror.org/00087rj45","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210087091"]},{"id":"https://openalex.org/I4210149962","display_name":"Sanming University","ror":"https://ror.org/044pany34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149962"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Riqing Chen","raw_affiliation_strings":["Fujian Key Lab of Agricultural IOT Applications, Sanming University, Sanming, 365004, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Fujian Key Lab of Agricultural IOT Applications, Sanming University, Sanming, 365004, Fujian, China","institution_ids":["https://openalex.org/I4210149962","https://openalex.org/I4210087091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103998708","display_name":"Bizhi Wu","orcid":"https://orcid.org/0009-0008-2512-8437"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bizhi Wu","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China","State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361005, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"State Key Laboratory of Marine Environmental Science, Xiamen University, Xiamen, 361005, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210087091","https://openalex.org/I4210147983","https://openalex.org/I4210149962"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32822776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"275","last_page":"289"},"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":0.9966999888420105,"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":0.9873999953269958,"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":0.7539223432540894},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6708401441574097},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6454667448997498},{"id":"https://openalex.org/keywords/laplace-transform","display_name":"Laplace transform","score":0.6007692217826843},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5567787289619446},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.508545994758606},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.46259087324142456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40105974674224854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3345280885696411},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3263397812843323},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19297680258750916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11431923508644104},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07843896746635437},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07050284743309021}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7539223432540894},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6708401441574097},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6454667448997498},{"id":"https://openalex.org/C97937538","wikidata":"https://www.wikidata.org/wiki/Q199691","display_name":"Laplace transform","level":2,"score":0.6007692217826843},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5567787289619446},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.508545994758606},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.46259087324142456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40105974674224854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3345280885696411},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3263397812843323},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19297680258750916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11431923508644104},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07843896746635437},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07050284743309021},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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:10.1007/978-981-96-9921-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9921-6_23","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":30,"referenced_works":["https://openalex.org/W1970088130","https://openalex.org/W2132870739","https://openalex.org/W2296719434","https://openalex.org/W2785362611","https://openalex.org/W2786827964","https://openalex.org/W2950361482","https://openalex.org/W2965433388","https://openalex.org/W3098957257","https://openalex.org/W3101969501","https://openalex.org/W3106543020","https://openalex.org/W3170937175","https://openalex.org/W3170981104","https://openalex.org/W3177318507","https://openalex.org/W4254182148","https://openalex.org/W4285276855","https://openalex.org/W4295789122","https://openalex.org/W4306645406","https://openalex.org/W4380742759","https://openalex.org/W4389060536","https://openalex.org/W4390776918","https://openalex.org/W4391165430","https://openalex.org/W4392412496","https://openalex.org/W4393152346","https://openalex.org/W4393241426","https://openalex.org/W4398150818","https://openalex.org/W4400033563","https://openalex.org/W4401567681","https://openalex.org/W4401857231","https://openalex.org/W4402056503","https://openalex.org/W4402857865"],"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/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
