{"id":"https://openalex.org/W1960738739","doi":"https://doi.org/10.15439/2015f419","title":"A Versatile Approach to Classification of Multivariate Time Series Data","display_name":"A Versatile Approach to Classification of Multivariate Time Series Data","publication_year":2015,"publication_date":"2015-10-11","ids":{"openalex":"https://openalex.org/W1960738739","doi":"https://doi.org/10.15439/2015f419","mag":"1960738739"},"language":"en","primary_location":{"id":"doi:10.15439/2015f419","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2015f419","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.15439/2015f419","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042369780","display_name":"Adam Zagorecki","orcid":"https://orcid.org/0000-0002-6832-6790"},"institutions":[{"id":"https://openalex.org/I933054736","display_name":"Defence Academy of the United Kingdom","ror":"https://ror.org/03myaza48","country_code":"GB","type":"education","lineage":["https://openalex.org/I1306956679","https://openalex.org/I2802373619","https://openalex.org/I933054736"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Adam Zagorecki","raw_affiliation_strings":["Centre for Simulation and Analytics, Cranfield University, Defence Academy of the United Kingdom, Shrivenham, SN6 8LA, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Simulation and Analytics, Cranfield University, Defence Academy of the United Kingdom, Shrivenham, SN6 8LA, United Kingdom","institution_ids":["https://openalex.org/I933054736"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042369780"],"corresponding_institution_ids":["https://openalex.org/I933054736"],"apc_list":null,"apc_paid":null,"fwci":2.6708,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92037593,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"5","issue":null,"first_page":"407","last_page":"410"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9990000128746033,"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":0.9990000128746033,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9907000064849854,"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/multivariate-statistics","display_name":"Multivariate statistics","score":0.7103983759880066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7044369578361511},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6688836216926575},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5997951030731201},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4866395890712738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.405992329120636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2995036244392395},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09551036357879639}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7103983759880066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7044369578361511},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6688836216926575},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5997951030731201},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4866395890712738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.405992329120636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2995036244392395},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09551036357879639},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2015f419","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2015f419","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:39d890d0f29d43438ef3920575d8bf96","is_oa":false,"landing_page_url":"https://doaj.org/article/39d890d0f29d43438ef3920575d8bf96","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Annals of computer science and information systems, Vol 5, Pp 407-410 (2015)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2015f419","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2015f419","pdf_url":null,"source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1927223040","https://openalex.org/W2051221750","https://openalex.org/W2133990480","https://openalex.org/W2911964244","https://openalex.org/W3103913776"],"related_works":["https://openalex.org/W2406638334","https://openalex.org/W2472172556","https://openalex.org/W2324780611","https://openalex.org/W1990068454","https://openalex.org/W2118640767","https://openalex.org/W2622688551","https://openalex.org/W2119012848","https://openalex.org/W1990205660","https://openalex.org/W1550175370","https://openalex.org/W4387331850"],"abstract_inverted_index":{"During":[0],"the":[1,104,120],"recent":[2],"decade":[3],"we":[4],"have":[5],"experienced":[6],"a":[7,70,76],"rise":[8],"of":[9,11,14,18,21,25,34,36,44,86,123],"popularity":[10],"sensors":[12,29,62],"capable":[13],"collecting":[15],"large":[16],"amounts":[17],"data.":[19],"One":[20],"most":[22],"popular":[23],"types":[24],"data":[26,50,90],"collected":[27],"by":[28],"is":[30],"time":[31,48,88],"series":[32,49,89],"composed":[33],"sequences":[35],"measurements":[37],"taken":[38],"over":[39],"time.":[40],"With":[41],"low":[42],"cost":[43],"individual":[45],"sensors,":[46],"multivariate":[47,87],"sets":[51],"are":[52],"becoming":[53],"common.":[54],"Examples":[55],"can":[56,80],"include":[57],"vehicle":[58],"or":[59,65,96],"machinery":[60],"monitoring,":[61],"from":[63],"smartphones":[64],"sensor":[66],"suites":[67],"installed":[68],"on":[69],"human":[71],"body.":[72],"This":[73,99],"paper":[74],"describes":[75],"generic":[77],"method":[78,100],"that":[79],"be":[81],"applied":[82,102],"to":[83,93,103,118],"arbitrary":[84],"set":[85],"in":[91],"order":[92],"perform":[94],"classification":[95],"regression":[97],"tasks.":[98],"was":[101],"2015":[105],"AAIA":[106],"Data":[107],"Mining":[108],"Competition":[109],"concerned":[110],"with":[111],"classifying":[112],"firefighter":[113],"activities":[114],"and":[115],"consecutively":[116],"led":[117],"achieving":[119],"second-high":[121],"score":[122],"nearly":[124],"80":[125],"participant":[126],"teams.":[127]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}