{"id":"https://openalex.org/W4393141286","doi":"https://doi.org/10.1109/healthcom56612.2023.10472398","title":"Fidelitous Augmentation of Human Accelerometric Data for Deep Learning","display_name":"Fidelitous Augmentation of Human Accelerometric Data for Deep Learning","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4393141286","doi":"https://doi.org/10.1109/healthcom56612.2023.10472398"},"language":"en","primary_location":{"id":"doi:10.1109/healthcom56612.2023.10472398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/healthcom56612.2023.10472398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on E-health Networking, Application &amp;amp; Services (Healthcom)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.14211","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005546045","display_name":"T.K.M. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]},{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]},{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]}],"countries":["GB","MY","SG"],"is_corresponding":true,"raw_author_name":"T.K.M. Lee","raw_affiliation_strings":["School of Electrical &#x0026; Electronic Engineering, Singapore Polytechnic, Singapore School of Information Technology Monash University,Malaysia","Division of Neurology","Singhealth Office for Organizational Transformation Singapore","Dept of Aerospace Engineering University of Glasgow Singapore","School of Science & Technology Nottingham Trent University United Kingdom","National University Hospital Singapore","Singapore Polytechnic, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Electrical &#x0026; Electronic Engineering, Singapore Polytechnic, Singapore School of Information Technology Monash University,Malaysia","institution_ids":["https://openalex.org/I202502355","https://openalex.org/I11662577"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"School of Science & Technology Nottingham Trent University United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"National University Hospital Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058377855","display_name":"Andy Ho Wing Chan","orcid":"https://orcid.org/0009-0002-5055-9470"},"institutions":[{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]},{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]},{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["GB","MY","SG"],"is_corresponding":false,"raw_author_name":"H.W. Chan","raw_affiliation_strings":["University of Glasgow,Dept of Aerospace Engineering,Singapore","Dept of Aerospace Engineering University of Glasgow Singapore","School of Science & Technology Nottingham Trent University United Kingdom","Singapore Polytechnic, Singapore","Division of Neurology","School of Information Technology Monash University Malaysia","Singhealth Office for Organizational Transformation Singapore","National University Hospital Singapore"],"affiliations":[{"raw_affiliation_string":"University of Glasgow,Dept of Aerospace Engineering,Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"School of Science & Technology Nottingham Trent University United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"School of Information Technology Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"National University Hospital Singapore","institution_ids":["https://openalex.org/I4210146690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110530849","display_name":"K. H. Leo","orcid":null},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]},{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]},{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]}],"countries":["GB","MY","SG"],"is_corresponding":false,"raw_author_name":"K.H. Leo","raw_affiliation_strings":["Singhealth Office for Organizational Transformation,Singapore","Dept of Aerospace Engineering University of Glasgow Singapore","School of Science & Technology Nottingham Trent University United Kingdom","Division of Neurology","Singhealth Office for Organizational Transformation Singapore","School of Information Technology Monash University Malaysia","Singapore Polytechnic, Singapore","National University Hospital Singapore"],"affiliations":[{"raw_affiliation_string":"Singhealth Office for Organizational Transformation,Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"School of Science & Technology Nottingham Trent University United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"School of Information Technology Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]},{"raw_affiliation_string":"National University Hospital Singapore","institution_ids":["https://openalex.org/I4210146690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033217192","display_name":"Effie Chew","orcid":"https://orcid.org/0000-0002-8128-7036"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]},{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]}],"countries":["GB","MY","SG"],"is_corresponding":false,"raw_author_name":"E. Chew","raw_affiliation_strings":["National University Hospital,Division of Neurology,Singapore","School of Science & Technology Nottingham Trent University United Kingdom","School of Information Technology Monash University Malaysia","Singhealth Office for Organizational Transformation Singapore","Division of Neurology","Dept of Aerospace Engineering University of Glasgow Singapore","Singapore Polytechnic, Singapore"],"affiliations":[{"raw_affiliation_string":"National University Hospital,Division of Neurology,Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"School of Science & Technology Nottingham Trent University United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"School of Information Technology Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101989553","display_name":"Ling Zhao","orcid":"https://orcid.org/0000-0003-0239-0631"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]},{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]}],"countries":["GB","MY","SG"],"is_corresponding":false,"raw_author_name":"L. Zhao","raw_affiliation_strings":["National University Hospital,Division of Neurology,Singapore","Division of Neurology","Dept of Aerospace Engineering University of Glasgow Singapore","School of Science & Technology Nottingham Trent University United Kingdom","Singhealth Office for Organizational Transformation Singapore","School of Information Technology Monash University Malaysia","Singapore Polytechnic, Singapore"],"affiliations":[{"raw_affiliation_string":"National University Hospital,Division of Neurology,Singapore","institution_ids":["https://openalex.org/I4210146690"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"School of Science & Technology Nottingham Trent University United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"School of Information Technology Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004587843","display_name":"Saeid Sanei","orcid":"https://orcid.org/0000-0002-1446-5744"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"funder","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I4210146690","display_name":"National University Hospital","ror":"https://ror.org/04fp9fm22","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210146690"]},{"id":"https://openalex.org/I202502355","display_name":"Singapore Polytechnic","ror":"https://ror.org/05pxcn248","country_code":"SG","type":"education","lineage":["https://openalex.org/I202502355"]},{"id":"https://openalex.org/I11662577","display_name":"Monash University Malaysia","ror":"https://ror.org/00yncr324","country_code":"MY","type":"education","lineage":["https://openalex.org/I11662577"]},{"id":"https://openalex.org/I4210158759","display_name":"University of Glasgow Singapore","ror":"https://ror.org/05jzgzx91","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210158759"]},{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB","MY","SG"],"is_corresponding":false,"raw_author_name":"S. Sanei","raw_affiliation_strings":["School of Science &#x0026; Technology, Nottingham Trent University,United Kingdom","Dept of Aerospace Engineering University of Glasgow Singapore","Division of Neurology","Singhealth Office for Organizational Transformation Singapore","Singapore Polytechnic, Singapore","School of Information Technology Monash University Malaysia","National University Hospital Singapore"],"affiliations":[{"raw_affiliation_string":"School of Science &#x0026; Technology, Nottingham Trent University,United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Dept of Aerospace Engineering University of Glasgow Singapore","institution_ids":["https://openalex.org/I4210158759"]},{"raw_affiliation_string":"Division of Neurology","institution_ids":[]},{"raw_affiliation_string":"Singhealth Office for Organizational Transformation Singapore","institution_ids":["https://openalex.org/I157582758"]},{"raw_affiliation_string":"Singapore Polytechnic, Singapore","institution_ids":["https://openalex.org/I202502355"]},{"raw_affiliation_string":"School of Information Technology Monash University Malaysia","institution_ids":["https://openalex.org/I11662577"]},{"raw_affiliation_string":"National University Hospital Singapore","institution_ids":["https://openalex.org/I4210146690"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005546045"],"corresponding_institution_ids":["https://openalex.org/I11662577","https://openalex.org/I157582758","https://openalex.org/I202502355","https://openalex.org/I4210146690","https://openalex.org/I4210158759","https://openalex.org/I52590639"],"apc_list":null,"apc_paid":null,"fwci":0.7382,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79187335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9940999746322632,"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/T12205","display_name":"Time Series Analysis and Forecasting","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/computer-science","display_name":"Computer science","score":0.6562392711639404},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5441291332244873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48944130539894104},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32154154777526855}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6562392711639404},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5441291332244873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48944130539894104},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32154154777526855}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/healthcom56612.2023.10472398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/healthcom56612.2023.10472398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on E-health Networking, Application &amp;amp; Services (Healthcom)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.14211","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.14211","pdf_url":"https://arxiv.org/pdf/2404.14211","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.14211","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.14211","pdf_url":"https://arxiv.org/pdf/2404.14211","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393141286.pdf","grobid_xml":"https://content.openalex.org/works/W4393141286.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2098746383","https://openalex.org/W2315391193","https://openalex.org/W2789525912","https://openalex.org/W3046296398","https://openalex.org/W4308820417","https://openalex.org/W4360860566","https://openalex.org/W4379468950","https://openalex.org/W6855471690"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Time":[0],"series":[1],"(TS)":[2],"data":[3,59,118,146],"have":[4],"consistently":[5],"been":[6],"in":[7,15,119],"short":[8],"supply":[9],"but":[10],"needed":[11],"to":[12,23,32,44,73,113,127,135],"train":[13],"systems":[14],"prediction,":[16],"modeling,":[17],"classification":[18],"etc.":[19],"Synthesis":[20],"can":[21],"serve":[22],"expand":[24],"the":[25,34,38,41,53,58,69,110,136],"sample":[26],"population,":[27],"yet":[28],"it":[29,131],"is":[30,72],"crucial":[31],"maintain":[33],"statistical":[35,80],"characteristics":[36,56],"between":[37],"synthesized":[39,77],"and":[40,94,129,143],"original":[42,137],"TS":[43,104],"ensure":[45],"consistent":[46],"sampling":[47],"of":[48,57],"data.":[49],"In":[50,97],"such":[51,89],"synthesis":[52],"time":[54,86],"domain":[55,87],"may":[60],"not":[61],"be":[62,114],"preserved":[63],"which":[64,71],"motivates":[65],"for":[66,75],"our":[67,125],"work,":[68],"objective":[70],"retain":[74],"a":[76,98,120],"TS:":[78],"fundamental":[79],"attributes":[81],"as":[82,84,90],"well":[83],"important":[85,103],"features":[88,105],"its":[91],"overall":[92],"shape":[93],"significant":[95],"transients.":[96],"novel":[99],"way,":[100],"we":[101,123],"isolate":[102],"into":[106],"various":[107],"components":[108],"leaving":[109],"residual":[111],"signal":[112,138],"randomized.":[115],"Using":[116],"accelerometer":[117],"clinical":[121],"setting,":[122],"compare":[124],"method":[126],"others":[128],"show":[130],"has":[132,140],"higher":[133],"fidelity":[134],"features,":[139],"good":[141],"diversity":[142],"performs":[144],"better":[145],"classification.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
