{"id":"https://openalex.org/W4297198866","doi":"https://doi.org/10.1007/978-3-031-16564-1_27","title":"Multiscale and\u00a0Multivariate Time Series Clustering: A New Approach","display_name":"Multiscale and\u00a0Multivariate Time Series Clustering: A New Approach","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4297198866","doi":"https://doi.org/10.1007/978-3-031-16564-1_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16564-1_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16564-1_27","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/A5018116242","display_name":"Janna\u00ef Tokotoko","orcid":null},"institutions":[{"id":"https://openalex.org/I102190016","display_name":"University of New Caledonia","ror":"https://ror.org/02jrgcx64","country_code":"NC","type":"education","lineage":["https://openalex.org/I102190016"]}],"countries":["NC"],"is_corresponding":true,"raw_author_name":"Janna\u00ef Tokotoko","raw_affiliation_strings":["Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France"],"affiliations":[{"raw_affiliation_string":"Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France","institution_ids":["https://openalex.org/I102190016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065351435","display_name":"Rodrigue Govan","orcid":"https://orcid.org/0000-0002-4087-7056"},"institutions":[{"id":"https://openalex.org/I102190016","display_name":"University of New Caledonia","ror":"https://ror.org/02jrgcx64","country_code":"NC","type":"education","lineage":["https://openalex.org/I102190016"]}],"countries":["NC"],"is_corresponding":false,"raw_author_name":"Rodrigue Govan","raw_affiliation_strings":["Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France"],"affiliations":[{"raw_affiliation_string":"Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France","institution_ids":["https://openalex.org/I102190016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084267425","display_name":"Hugues Lemonnier","orcid":"https://orcid.org/0000-0002-8765-9427"},"institutions":[{"id":"https://openalex.org/I4210157513","display_name":"\u00c9cologie Marine Tropicale des Oc\u00e9ans Pacifique et Indien","ror":"https://ror.org/05kxt4539","country_code":"RE","type":"facility","lineage":["https://openalex.org/I102190016","https://openalex.org/I1294671590","https://openalex.org/I154202486","https://openalex.org/I24715933","https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210131494","https://openalex.org/I4210157513","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I102190016","display_name":"University of New Caledonia","ror":"https://ror.org/02jrgcx64","country_code":"NC","type":"education","lineage":["https://openalex.org/I102190016"]}],"countries":["NC","RE"],"is_corresponding":false,"raw_author_name":"Hugues Lemonnier","raw_affiliation_strings":["Ifremer, UMR 9220 ENTROPIE (IRD, Univ. R\u00e9union, IFREMER, Univ. Nouvelle-Cal\u00e9donie, CNRS), BP 32078, 98897, Noum\u00e9a Cedex, New Caledonia"],"affiliations":[{"raw_affiliation_string":"Ifremer, UMR 9220 ENTROPIE (IRD, Univ. R\u00e9union, IFREMER, Univ. Nouvelle-Cal\u00e9donie, CNRS), BP 32078, 98897, Noum\u00e9a Cedex, New Caledonia","institution_ids":["https://openalex.org/I102190016","https://openalex.org/I4210157513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022044678","display_name":"Nazha Selmaoui\u2010Folcher","orcid":"https://orcid.org/0000-0003-1667-3819"},"institutions":[{"id":"https://openalex.org/I102190016","display_name":"University of New Caledonia","ror":"https://ror.org/02jrgcx64","country_code":"NC","type":"education","lineage":["https://openalex.org/I102190016"]}],"countries":["NC"],"is_corresponding":false,"raw_author_name":"Nazha Selmaoui-Folcher","raw_affiliation_strings":["Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France"],"affiliations":[{"raw_affiliation_string":"Institute of Exact and Applied Sciences, University of New Caledonia, 98851, Noumea Cedex, France","institution_ids":["https://openalex.org/I102190016"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018116242"],"corresponding_institution_ids":["https://openalex.org/I102190016"],"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":0.26826722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"283","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.940500020980835,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8446611166000366},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7225432395935059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6859418153762817},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6584732532501221},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5201842784881592},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5074371695518494},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.4671093225479126},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4502304792404175},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44928717613220215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36169499158859253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3258844017982483},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32090461254119873},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18257519602775574}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8446611166000366},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7225432395935059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6859418153762817},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6584732532501221},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5201842784881592},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5074371695518494},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.4671093225479126},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4502304792404175},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44928717613220215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36169499158859253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3258844017982483},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32090461254119873},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18257519602775574},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-16564-1_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16564-1_27","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"},{"id":"pmh:oai:HAL:hal-03790993v1","is_oa":false,"landing_page_url":"https://unc.hal.science/hal-03790993","pdf_url":null,"source":{"id":"https://openalex.org/S4406922453","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Foundations of Intelligent Systems, 13515, Springer International Publishing, pp.283-293, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-16564-1_27⟩","raw_type":"Book sections"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W10666723","https://openalex.org/W1597504361","https://openalex.org/W2068039256","https://openalex.org/W2100718094","https://openalex.org/W2901265633","https://openalex.org/W3085572473","https://openalex.org/W3115948762","https://openalex.org/W3196402927","https://openalex.org/W4240592325"],"related_works":["https://openalex.org/W1999117613","https://openalex.org/W2040929534","https://openalex.org/W3022637481","https://openalex.org/W2393816671","https://openalex.org/W3120229345","https://openalex.org/W2111119584","https://openalex.org/W3144143113","https://openalex.org/W3039964395","https://openalex.org/W2804957450","https://openalex.org/W2357208913"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}