{"id":"https://openalex.org/W4396663535","doi":"https://doi.org/10.1016/j.neucom.2024.127791","title":"Unsupervised detecting anomalies in multivariate time series by Robust Convolutional LSTM Encoder\u2013Decoder (RCLED)","display_name":"Unsupervised detecting anomalies in multivariate time series by Robust Convolutional LSTM Encoder\u2013Decoder (RCLED)","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4396663535","doi":"https://doi.org/10.1016/j.neucom.2024.127791"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2024.127791","doi":"https://doi.org/10.1016/j.neucom.2024.127791","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.127791","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5059645701","display_name":"Tuan M. V. Le","orcid":"https://orcid.org/0000-0001-9998-1045","observed_orcids":["https://orcid.org/0000-0001-9998-1045"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210112165","display_name":"Laboratoire Roberval","ror":"https://ror.org/023ffhx15","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210112165"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tuan Le","raw_affiliation_strings":["Roberval Laboratory, University of Technology of Compiegne, France"],"raw_orcid":"https://orcid.org/0000-0001-9998-1045","affiliations":[{"raw_affiliation_string":"Roberval Laboratory, University of Technology of Compiegne, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210112165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085948144","display_name":"Hai Canh Vu","orcid":"https://orcid.org/0000-0001-8496-7371","observed_orcids":["https://orcid.org/0000-0001-8496-7371","https://orcid.org/0000-0002-2396-473X","https://orcid.org/0000-0001-8570-1516"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210112165","display_name":"Laboratoire Roberval","ror":"https://ror.org/023ffhx15","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210112165"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hai Canh Vu","raw_affiliation_strings":["Roberval Laboratory, University of Technology of Compiegne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roberval Laboratory, University of Technology of Compiegne, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210112165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000500369","display_name":"Am\u00e9lie Ponchet-Durupt","orcid":"https://orcid.org/0000-0003-0446-303X","observed_orcids":["https://orcid.org/0000-0003-0446-303X"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210112165","display_name":"Laboratoire Roberval","ror":"https://ror.org/023ffhx15","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210112165"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Am\u00e9lie Ponchet-Durupt","raw_affiliation_strings":["Roberval Laboratory, University of Technology of Compiegne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roberval Laboratory, University of Technology of Compiegne, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210112165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074567656","display_name":"Nassim Boudaoud","orcid":"https://orcid.org/0000-0001-6630-2114","observed_orcids":["https://orcid.org/0000-0001-6630-2114"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210112165","display_name":"Laboratoire Roberval","ror":"https://ror.org/023ffhx15","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210112165"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nassim Boudaoud","raw_affiliation_strings":["Roberval Laboratory, University of Technology of Compiegne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roberval Laboratory, University of Technology of Compiegne, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210112165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017697192","display_name":"Zohra Cherfi-Boulanger","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I4210112165","display_name":"Laboratoire Roberval","ror":"https://ror.org/023ffhx15","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210112165"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zohra Cherfi-Boulanger","raw_affiliation_strings":["Roberval Laboratory, University of Technology of Compiegne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roberval Laboratory, University of Technology of Compiegne, France","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210112165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007636550","display_name":"Thao Nguyen Trang","orcid":"https://orcid.org/0000-0003-2635-5371","observed_orcids":["https://orcid.org/0000-0003-2635-5371"]},"institutions":[{"id":"https://openalex.org/I4210123993","display_name":"Van Lang University","ror":"https://ror.org/02ryrf141","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210123993"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Thao Nguyen-Trang","raw_affiliation_strings":["Faculty of Fundamental Sciences, Van Lang University, Ho Chi Minh City, Viet Nam","Laboratory for Applied and Industrial Mathematics, Institute for Computational Science and Artificial Intelligence, Van Lang University, Ho Chi Minh City, Viet Nam","Faculty of Basic Sciences, Van Lang University, Ho Chi Minh City, Viet Nam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Fundamental Sciences, Van Lang University, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I4210123993"]},{"raw_affiliation_string":"Laboratory for Applied and Industrial Mathematics, Institute for Computational Science and Artificial Intelligence, Van Lang University, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I4210123993"]},{"raw_affiliation_string":"Faculty of Basic Sciences, Van Lang University, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I4210123993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007636550"],"corresponding_institution_ids":["https://openalex.org/I4210123993"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":1.7298,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85988486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"592","issue":null,"first_page":"127791","last_page":"127791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.0005000000237487257,"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/anomaly-detection","display_name":"anomaly detection","score":0.8730000257492065},{"id":"https://openalex.org/keywords/multivariate-time-series","display_name":"multivariate time series","score":0.9940000176429749},{"id":"https://openalex.org/keywords/convolutional-lstm","display_name":"convolutional LSTM","score":0.6819999814033508},{"id":"https://openalex.org/keywords/autoencoder","display_name":"autoencoder","score":0.7990000247955322},{"id":"https://openalex.org/keywords/robust-pca","display_name":"robust principal component analysis","score":0.8330000042915344},{"id":"https://openalex.org/keywords/self-attention","display_name":"self-attention","score":0.7509999871253967},{"id":"https://openalex.org/keywords/industrial-monitoring","display_name":"industrial monitoring","score":0.6029999852180481},{"id":"https://openalex.org/keywords/noisy-data","display_name":"noisy data","score":0.7799999713897705},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"unsupervised learning","score":0.7760000228881836},{"id":"https://openalex.org/keywords/encoder-decoder-architecture","display_name":"encoder-decoder architecture","score":0.8119999766349792}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8482773303985596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821064829826355},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7376366853713989},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6776931881904602},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5522716045379639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5498608350753784},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5179909467697144},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4662690758705139},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46563687920570374},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4384573698043823},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.437921404838562},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4332544803619385},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4218537211418152},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.30794164538383484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27757319808006287},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11512434482574463},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.11220711469650269},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2024.127791","doi":"https://doi.org/10.1016/j.neucom.2024.127791","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.127791","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1498436455","https://openalex.org/W1522301498","https://openalex.org/W1536329667","https://openalex.org/W1903029394","https://openalex.org/W1967630104","https://openalex.org/W2050834445","https://openalex.org/W2055081158","https://openalex.org/W2133564696","https://openalex.org/W2145962650","https://openalex.org/W2159236148","https://openalex.org/W2167490420","https://openalex.org/W2265638863","https://openalex.org/W2474046725","https://openalex.org/W2478680893","https://openalex.org/W2620661538","https://openalex.org/W2624413595","https://openalex.org/W2626473047","https://openalex.org/W2743138268","https://openalex.org/W2753802340","https://openalex.org/W2767094836","https://openalex.org/W2786827964","https://openalex.org/W2789159078","https://openalex.org/W2809553086","https://openalex.org/W2902455138","https://openalex.org/W2906498146","https://openalex.org/W2950361482","https://openalex.org/W2962736999","https://openalex.org/W2964336507","https://openalex.org/W2970971581","https://openalex.org/W3004104930","https://openalex.org/W3014106621","https://openalex.org/W3024307936","https://openalex.org/W3039222472","https://openalex.org/W3081497074","https://openalex.org/W3101969501","https://openalex.org/W3127386226","https://openalex.org/W3152030785","https://openalex.org/W3164768164","https://openalex.org/W3166536963","https://openalex.org/W3202464393","https://openalex.org/W4205388843","https://openalex.org/W4214517288","https://openalex.org/W4226418291","https://openalex.org/W4230692091","https://openalex.org/W4283213093","https://openalex.org/W4289528726","https://openalex.org/W4289533840","https://openalex.org/W4300580414","https://openalex.org/W4309114794","https://openalex.org/W4311360813","https://openalex.org/W4311412969","https://openalex.org/W4320498080","https://openalex.org/W4321015965","https://openalex.org/W4365806527","https://openalex.org/W4367857133","https://openalex.org/W4376870121","https://openalex.org/W4385337001","https://openalex.org/W6675184237"],"related_works":["https://openalex.org/W4225492836","https://openalex.org/W4408105914","https://openalex.org/W4408051165","https://openalex.org/W4285276855","https://openalex.org/W4386869614","https://openalex.org/W4403278547","https://openalex.org/W4380742759","https://openalex.org/W3216549012","https://openalex.org/W4399303198","https://openalex.org/W4380881496"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-05-07T00:00:00"}