{"id":"https://openalex.org/W3193479087","doi":"https://doi.org/10.1007/978-3-030-85896-4_34","title":"DTWSSE: Data Augmentation with a\u00a0Siamese Encoder for Time Series","display_name":"DTWSSE: Data Augmentation with a\u00a0Siamese Encoder for Time Series","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3193479087","doi":"https://doi.org/10.1007/978-3-030-85896-4_34","mag":"3193479087"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85896-4_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85896-4_34","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2108.09885","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025027033","display_name":"Xinyu Yang","orcid":"https://orcid.org/0000-0003-0481-4880"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyu Yang","raw_affiliation_strings":["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"],"raw_orcid":"https://orcid.org/0000-0003-0481-4880","affiliations":[{"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/A5003437138","display_name":"Xinlan Zhang","orcid":null},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinlan Zhang","raw_affiliation_strings":["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"],"raw_orcid":null,"affiliations":[{"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/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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenguo Zhang","raw_affiliation_strings":["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"],"raw_orcid":null,"affiliations":[{"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/A5024269875","display_name":"Yahui Zhao","orcid":"https://orcid.org/0000-0002-9613-1384"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yahui Zhao","raw_affiliation_strings":["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"],"raw_orcid":null,"affiliations":[{"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":"last","author":{"id":"https://openalex.org/A5051043468","display_name":"Rongyi Cui","orcid":"https://orcid.org/0000-0003-2968-8921"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyi Cui","raw_affiliation_strings":["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"],"raw_orcid":null,"affiliations":[{"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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025027033"],"corresponding_institution_ids":["https://openalex.org/I1334884943"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9177,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.70267592,"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":"435","last_page":"449"},"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":0.9976999759674072,"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":0.9937000274658203,"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/autoencoder","display_name":"Autoencoder","score":0.760758638381958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7384852766990662},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.6555851697921753},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6207769513130188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6072260737419128},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6031500101089478},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6023496389389038},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.5736956596374512},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5293118357658386},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5119829773902893},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5087345242500305},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47955605387687683},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.46453696489334106},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45305198431015015},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.4493121802806854},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3530120849609375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1783207654953003},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08180752396583557}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.760758638381958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7384852766990662},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.6555851697921753},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6207769513130188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6072260737419128},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6031500101089478},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6023496389389038},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.5736956596374512},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5293118357658386},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5119829773902893},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5087345242500305},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47955605387687683},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.46453696489334106},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45305198431015015},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.4493121802806854},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3530120849609375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1783207654953003},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08180752396583557},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-85896-4_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85896-4_34","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"},{"id":"pmh:oai:arXiv.org:2108.09885","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.09885","pdf_url":"https://arxiv.org/pdf/2108.09885","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2108.09885","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2108.09885","pdf_url":"https://arxiv.org/pdf/2108.09885","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W649921802","https://openalex.org/W2099302229","https://openalex.org/W2106595237","https://openalex.org/W2148143831","https://openalex.org/W2551393996","https://openalex.org/W2576201845","https://openalex.org/W2604262106","https://openalex.org/W2800788706","https://openalex.org/W2886572283","https://openalex.org/W2892035503","https://openalex.org/W2951751045","https://openalex.org/W2952853797","https://openalex.org/W2963870144","https://openalex.org/W2978834409","https://openalex.org/W2988154678","https://openalex.org/W3008872739","https://openalex.org/W3016832219","https://openalex.org/W3080427797","https://openalex.org/W3120740533","https://openalex.org/W3191026187","https://openalex.org/W6600160247","https://openalex.org/W6629909502"],"related_works":["https://openalex.org/W4386108675","https://openalex.org/W3111157199","https://openalex.org/W3118503757","https://openalex.org/W2760717005","https://openalex.org/W2014214435","https://openalex.org/W2163118894","https://openalex.org/W58346954","https://openalex.org/W2359638073","https://openalex.org/W3009759344","https://openalex.org/W1545076181"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
