{"id":"https://openalex.org/W2942152533","doi":"https://doi.org/10.1007/978-3-030-20055-8_45","title":"A Preliminary Study on Multivariate Time Series Clustering","display_name":"A Preliminary Study on Multivariate Time Series Clustering","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2942152533","doi":"https://doi.org/10.1007/978-3-030-20055-8_45","mag":"2942152533"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20055-8_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20055-8_45","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10651/52905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015146462","display_name":"Iago V\u00e1quez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"Technological Institute of Castilla y Le\u00f3n","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iago V\u00e1quez","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Pol. Ind. Villalonquejar, 09001, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Pol. Ind. Villalonquejar, 09001, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599524","display_name":"Jos\u00e9 R. Villar","orcid":"https://orcid.org/0000-0001-6024-9527"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 R. Villar","raw_affiliation_strings":["Computer Science Department, EIMEM, University of Oviedo, Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, EIMEM, University of Oviedo, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020890536","display_name":"Javier Sedano","orcid":"https://orcid.org/0000-0002-4191-8438"},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"Technological Institute of Castilla y Le\u00f3n","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Sedano","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Pol. Ind. Villalonquejar, 09001, Burgos, Spain"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Pol. Ind. Villalonquejar, 09001, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106509431","display_name":"Svetlana Simi\u0107","orcid":"https://orcid.org/0000-0003-1857-8209"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Svetlana Simi\u0107","raw_affiliation_strings":["Department of Neurology, Clinical Centre of Vojvodina Novi Sad, University of Novi Sad, Novi Sad, Republic of Serbia"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Clinical Centre of Vojvodina Novi Sad, University of Novi Sad, Novi Sad, Republic of Serbia","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100599524"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":null,"apc_paid":null,"fwci":2.3805,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88153998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"473","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9861000180244446,"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/T11309","display_name":"Music and Audio Processing","score":0.9553999900817871,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.8250740170478821},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7057327032089233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6633461713790894},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.59721839427948},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5749682188034058},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5030896067619324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4490474462509155},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.43113693594932556},{"id":"https://openalex.org/keywords/adjacency-matrix","display_name":"Adjacency matrix","score":0.42912235856056213},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42533737421035767},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.42291632294654846},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35534244775772095},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19394761323928833},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15691882371902466},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.05538496375083923}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.8250740170478821},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7057327032089233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6633461713790894},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.59721839427948},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5749682188034058},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5030896067619324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4490474462509155},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.43113693594932556},{"id":"https://openalex.org/C180356752","wikidata":"https://www.wikidata.org/wiki/Q727035","display_name":"Adjacency matrix","level":3,"score":0.42912235856056213},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42533737421035767},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.42291632294654846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35534244775772095},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19394761323928833},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15691882371902466},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.05538496375083923},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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:10.1007/978-3-030-20055-8_45","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20055-8_45","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:digibuo.uniovi.es:10651/52905","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/52905","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:digibuo.uniovi.es:10651/52905","is_oa":true,"landing_page_url":"http://hdl.handle.net/10651/52905","pdf_url":null,"source":{"id":"https://openalex.org/S4306402334","display_name":"Consultation of the Doctoral Thesis Database (TESEO) (Ministerio de Educaci\u00f3n, Cultura y Deporte)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801976130","host_organization_name":"Ministerio de Educaci\u00f3n Cultura y Deporte","host_organization_lineage":["https://openalex.org/I2801976130"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1894414046","https://openalex.org/W1967760515","https://openalex.org/W1978284119","https://openalex.org/W2039133703","https://openalex.org/W2165698076","https://openalex.org/W2604269166","https://openalex.org/W2676890506","https://openalex.org/W2756414053","https://openalex.org/W2801297541","https://openalex.org/W2885664578","https://openalex.org/W2897872374","https://openalex.org/W2897998689","https://openalex.org/W2898322183","https://openalex.org/W2911773667","https://openalex.org/W2914786494"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W40745829","https://openalex.org/W4318262572","https://openalex.org/W1978357124","https://openalex.org/W1578824628","https://openalex.org/W2032728545","https://openalex.org/W1570805059","https://openalex.org/W4250754046","https://openalex.org/W4243682621","https://openalex.org/W2036849593"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}