{"id":"https://openalex.org/W2764343105","doi":"https://doi.org/10.1007/978-3-319-68783-4_28","title":"Time Series Classification by Modeling the\u00a0Principal Shapes","display_name":"Time Series Classification by Modeling the\u00a0Principal Shapes","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2764343105","doi":"https://doi.org/10.1007/978-3-319-68783-4_28","mag":"2764343105"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-68783-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-68783-4_28","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/A5054871572","display_name":"Zhenguo Zhang","orcid":"https://orcid.org/0000-0002-0059-1766"},"institutions":[{"id":"https://openalex.org/I1334884943","display_name":"Yanbian University of Science and Technology","ror":"https://ror.org/032se3k78","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334884943"]},{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenguo Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","Department of Computer Science and Technology, Yanbian University, 977 Gongyuan Road, Yanji, 133002, People\u2019s Republic of China","College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Yanbian University, 977 Gongyuan Road, Yanji, 133002, People\u2019s Republic of China","institution_ids":["https://openalex.org/I1334884943"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103172652","display_name":"Yanlong Wen","orcid":"https://orcid.org/0000-0002-8006-9109"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlong Wen","raw_affiliation_strings":["College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386273","display_name":"Ying Zhang","orcid":"https://orcid.org/0000-0003-4906-5828"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhang","raw_affiliation_strings":["College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062064974","display_name":"Xiaojie Yuan","orcid":"https://orcid.org/0000-0002-5876-6856"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojie Yuan","raw_affiliation_strings":["College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People\u2019s Republic of China","institution_ids":["https://openalex.org/I205237279"]},{"raw_affiliation_string":"College of Computer and Control Engineering, Nankai University, 38 Tongyan Road, Tianjin, 300350, People's Republic of China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6673,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68755803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"406","last_page":"421"},"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":0.9682999849319458,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9323999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.8010594844818115},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7651003003120422},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6056821942329407},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5867136120796204},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.5761672854423523},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5590970516204834},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5434097051620483},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5403542518615723},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5111709237098694},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5050273537635803},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4589030146598816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4517180919647217},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4321282207965851}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.8010594844818115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7651003003120422},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6056821942329407},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5867136120796204},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.5761672854423523},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5590970516204834},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5434097051620483},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5403542518615723},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5111709237098694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5050273537635803},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4589030146598816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4517180919647217},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4321282207965851},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-68783-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-68783-4_28","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W58346954","https://openalex.org/W67158865","https://openalex.org/W1565746575","https://openalex.org/W1853995153","https://openalex.org/W1978371851","https://openalex.org/W1984674851","https://openalex.org/W1989417520","https://openalex.org/W1994200512","https://openalex.org/W2008348094","https://openalex.org/W2011208599","https://openalex.org/W2027096757","https://openalex.org/W2029438113","https://openalex.org/W2091921805","https://openalex.org/W2098759488","https://openalex.org/W2152497905","https://openalex.org/W2164274563","https://openalex.org/W2400311702","https://openalex.org/W2402972623","https://openalex.org/W2437679399","https://openalex.org/W2526221159","https://openalex.org/W4302564868"],"related_works":["https://openalex.org/W8779344","https://openalex.org/W8198582","https://openalex.org/W14471487","https://openalex.org/W13451536","https://openalex.org/W306509","https://openalex.org/W11464338","https://openalex.org/W6928914","https://openalex.org/W10528603","https://openalex.org/W11344573","https://openalex.org/W6915096"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}