{"id":"https://openalex.org/W2800744368","doi":"https://doi.org/10.1007/978-3-319-91452-7_38","title":"Nearest Subspace with Discriminative Regularization for Time Series Classification","display_name":"Nearest Subspace with Discriminative Regularization for Time Series Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2800744368","doi":"https://doi.org/10.1007/978-3-319-91452-7_38","mag":"2800744368"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91452-7_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91452-7_38","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/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"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"]}],"countries":["CN"],"is_corresponding":true,"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","Department of Computer Science and Technology, Yanbian University, 977 Gongyuan Road, Yanji, 133002, People's Republic of China"],"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":"Department of Computer Science and Technology, Yanbian University, 977 Gongyuan Road, Yanji, 133002, People's Republic of China","institution_ids":["https://openalex.org/I1334884943"]}]},{"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"],"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"],"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"],"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":["https://openalex.org/A5054871572"],"corresponding_institution_ids":["https://openalex.org/I1334884943","https://openalex.org/I205237279"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3267,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48725835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"583","last_page":"599"},"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":0.9520999789237976,"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":0.9325000047683716,"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/discriminative-model","display_name":"Discriminative model","score":0.7940462827682495},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7093126177787781},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6779868006706238},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.6697081327438354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6668534278869629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.653634250164032},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6486833095550537},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4789296090602875},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.46841946244239807},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.436245322227478},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4104597270488739}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7940462827682495},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7093126177787781},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6779868006706238},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.6697081327438354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6668534278869629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.653634250164032},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6486833095550537},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4789296090602875},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.46841946244239807},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.436245322227478},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4104597270488739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91452-7_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91452-7_38","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":[{"score":0.7400000095367432,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W67158865","https://openalex.org/W131856359","https://openalex.org/W1534304300","https://openalex.org/W1565746575","https://openalex.org/W1597504361","https://openalex.org/W1969652279","https://openalex.org/W1993332189","https://openalex.org/W2008348094","https://openalex.org/W2012609801","https://openalex.org/W2016187097","https://openalex.org/W2016571104","https://openalex.org/W2024300411","https://openalex.org/W2035104901","https://openalex.org/W2050493487","https://openalex.org/W2072916379","https://openalex.org/W2097091016","https://openalex.org/W2098759488","https://openalex.org/W2114217318","https://openalex.org/W2115669554","https://openalex.org/W2115924763","https://openalex.org/W2118371392","https://openalex.org/W2118529802","https://openalex.org/W2125874614","https://openalex.org/W2127152713","https://openalex.org/W2133184712","https://openalex.org/W2143325592","https://openalex.org/W2152322845","https://openalex.org/W2400311702","https://openalex.org/W2555077524","https://openalex.org/W2963123553"],"related_works":["https://openalex.org/W2007593166","https://openalex.org/W1603777065","https://openalex.org/W2143234973","https://openalex.org/W2397292208","https://openalex.org/W4221136059","https://openalex.org/W1548677759","https://openalex.org/W109131529","https://openalex.org/W1503513760","https://openalex.org/W2595439317","https://openalex.org/W1519096259"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}