{"id":"https://openalex.org/W2029767187","doi":"https://doi.org/10.1007/s10618-012-0250-5","title":"Experimental comparison of representation methods and distance measures for time series data","display_name":"Experimental comparison of representation methods and distance measures for time series data","publication_year":2012,"publication_date":"2012-02-09","ids":{"openalex":"https://openalex.org/W2029767187","doi":"https://doi.org/10.1007/s10618-012-0250-5","mag":"2029767187"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-012-0250-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0250-5","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","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/A5100346508","display_name":"Xiaoyue Wang","orcid":"https://orcid.org/0000-0002-0208-5322"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaoyue Wang","raw_affiliation_strings":["University of California Riverside, Riverside, CA, USA","University of California-Riverside, Riverside, USA"],"affiliations":[{"raw_affiliation_string":"University of California Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"University of California-Riverside, Riverside, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025138797","display_name":"Abdullah Mueen","orcid":"https://orcid.org/0000-0002-4839-1624"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abdullah Mueen","raw_affiliation_strings":["University of California Riverside, Riverside, CA, USA","University of California-Riverside, Riverside, USA"],"affiliations":[{"raw_affiliation_string":"University of California Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"University of California-Riverside, Riverside, USA","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101766619","display_name":"Hui Ding","orcid":"https://orcid.org/0000-0003-2821-8039"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Ding","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA","Northwestern University, Evanston USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern University, Evanston USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086447943","display_name":"Goce Trajcevski","orcid":"https://orcid.org/0000-0002-8839-6278"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Goce Trajcevski","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA","Northwestern University, Evanston USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern University, Evanston USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031838897","display_name":"Peter Scheuermann","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Scheuermann","raw_affiliation_strings":["Northwestern University, Evanston, IL, USA","Northwestern University, Evanston USA"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern University, Evanston USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078245746","display_name":"Eamonn Keogh","orcid":"https://orcid.org/0000-0002-4188-3968"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eamonn Keogh","raw_affiliation_strings":["University of California Riverside, Riverside, CA, USA","University of California-Riverside, Riverside, USA"],"affiliations":[{"raw_affiliation_string":"University of California Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"University of California-Riverside, Riverside, USA","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100346508"],"corresponding_institution_ids":["https://openalex.org/I103635307"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":31.709,"has_fulltext":false,"cited_by_count":818,"citation_normalized_percentile":{"value":0.99842062,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"26","issue":"2","first_page":"275","last_page":"309"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9939000010490417,"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/T11309","display_name":"Music and Audio Processing","score":0.9779000282287598,"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/computer-science","display_name":"Computer science","score":0.7085703015327454},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.654583215713501},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6436532735824585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6007207632064819},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5949192643165588},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5716503262519836},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5638058185577393},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4422483444213867},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42079854011535645},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.41745468974113464},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35543179512023926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33719009160995483}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7085703015327454},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.654583215713501},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6436532735824585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6007207632064819},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5949192643165588},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5716503262519836},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5638058185577393},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4422483444213867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42079854011535645},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.41745468974113464},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35543179512023926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33719009160995483},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/s10618-012-0250-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-012-0250-5","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.758.2096","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.758.2096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1012.2789.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W18090245","https://openalex.org/W67158865","https://openalex.org/W113257341","https://openalex.org/W116902681","https://openalex.org/W131856359","https://openalex.org/W259338706","https://openalex.org/W1482313615","https://openalex.org/W1484672141","https://openalex.org/W1495933060","https://openalex.org/W1523259042","https://openalex.org/W1552695456","https://openalex.org/W1558220791","https://openalex.org/W1565377632","https://openalex.org/W1580708924","https://openalex.org/W1589223644","https://openalex.org/W1597504361","https://openalex.org/W1680392829","https://openalex.org/W1785021972","https://openalex.org/W1853995153","https://openalex.org/W1864972570","https://openalex.org/W1938740620","https://openalex.org/W1966826021","https://openalex.org/W1968010112","https://openalex.org/W1970013651","https://openalex.org/W1974339580","https://openalex.org/W1993855803","https://openalex.org/W2000769683","https://openalex.org/W2001103857","https://openalex.org/W2020044595","https://openalex.org/W2020865809","https://openalex.org/W2030842036","https://openalex.org/W2036557187","https://openalex.org/W2039260438","https://openalex.org/W2040546296","https://openalex.org/W2042591571","https://openalex.org/W2066796814","https://openalex.org/W2066834853","https://openalex.org/W2084717343","https://openalex.org/W2084719129","https://openalex.org/W2086784973","https://openalex.org/W2091921805","https://openalex.org/W2095938029","https://openalex.org/W2112865076","https://openalex.org/W2112877387","https://openalex.org/W2118371392","https://openalex.org/W2121186986","https://openalex.org/W2126541211","https://openalex.org/W2128061541","https://openalex.org/W2133105380","https://openalex.org/W2133184712","https://openalex.org/W2134155890","https://openalex.org/W2138087993","https://openalex.org/W2139440613","https://openalex.org/W2140190241","https://openalex.org/W2143119860","https://openalex.org/W2144117844","https://openalex.org/W2147880780","https://openalex.org/W2148039410","https://openalex.org/W2150988072","https://openalex.org/W2155919101","https://openalex.org/W2162756694","https://openalex.org/W2163336863","https://openalex.org/W2164274563","https://openalex.org/W2167436631","https://openalex.org/W2169649438","https://openalex.org/W2482589566","https://openalex.org/W2500136801","https://openalex.org/W2800394774","https://openalex.org/W3004804023","https://openalex.org/W3017143921","https://openalex.org/W4231088442","https://openalex.org/W4241186228"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W2622688551","https://openalex.org/W2119012848","https://openalex.org/W1990205660","https://openalex.org/W1550175370","https://openalex.org/W3095373396","https://openalex.org/W4387331850"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":41},{"year":2024,"cited_by_count":34},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":67},{"year":2021,"cited_by_count":65},{"year":2020,"cited_by_count":89},{"year":2019,"cited_by_count":94},{"year":2018,"cited_by_count":93},{"year":2017,"cited_by_count":81},{"year":2016,"cited_by_count":67},{"year":2015,"cited_by_count":66},{"year":2014,"cited_by_count":42},{"year":2013,"cited_by_count":18},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
