{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T22:45:18Z","timestamp":1769553918508,"version":"3.49.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,9,21]],"date-time":"2022-09-21T00:00:00Z","timestamp":1663718400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,21]],"date-time":"2022-09-21T00:00:00Z","timestamp":1663718400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,9,21]]},"DOI":"10.23919\/spa53010.2022.9927805","type":"proceedings-article","created":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T20:45:08Z","timestamp":1668026708000},"page":"58-63","source":"Crossref","is-referenced-by-count":4,"title":["Improving Rehabilitative Assessment with Statistical and Shape Preserving Surrogate Data and Singular Spectrum Analysis"],"prefix":"10.23919","author":[{"given":"T. K. M.","family":"Lee","sequence":"first","affiliation":[{"name":"School of Electrical &#x0026; Electronic Engineering, Singapore Polytechnic, Singapore School of Information Technology, Monash University Malaysia"}]},{"given":"H. W.","family":"Chan","sequence":"additional","affiliation":[{"name":"University of Glasgow,Dept of Aerospace Engineering,Singapore"}]},{"given":"K. H.","family":"Leo","sequence":"additional","affiliation":[{"name":"Singhealth Office for Organizational Transformation,Singapore"}]},{"given":"E.","family":"Chew","sequence":"additional","affiliation":[{"name":"National University Hospital,Division of Neurology,Singapore"}]},{"given":"Ling","family":"Zhao","sequence":"additional","affiliation":[{"name":"National University Hospital,Division of Neurology,Singapore"}]},{"given":"S.","family":"Sanei","sequence":"additional","affiliation":[{"name":"School of Science &#x0026; Technology, Nottingham Trent University,United Kingdom"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Deep Speech: Scaling up end-to-end speech recognition","author":"hannun","year":"2014","journal-title":"Computing Research Repository (CoRR)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0254841"},{"key":"ref12","article-title":"Data Augmentation for Time Series Classification using Convolutional Neural Networks","author":"le guennec","year":"0","journal-title":"2nd ECML\/PKDD Workshop on Advanced Analytics and Learning on Temporal Data Riva Del Garda"},{"key":"ref13","article-title":"The symmetric time-warping problem: from continuous to discrete","author":"kruskal","year":"1983","journal-title":"Time Warps String Edits and Macromolecules The Theory and Practice of Sequence Comparison"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.23919\/SPA50552.2020.9241275"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2015.1399"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2018.2807182"},{"key":"ref17","first-page":"1875","article-title":"On relevant dimensions in kernel feature spaces","volume":"9","author":"braun","year":"2008","journal-title":"J Mach Learning Research"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2162728"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1201\/b19140"},{"key":"ref6","first-page":"137","article-title":"Advanced spectral analysis methods","author":"ghil","year":"1997","journal-title":"Past and Present Variability of the Solar-terrestrial System Measurement Data Analysis and Theoretical Models"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2173936"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1016\/0167-2789(92)90102-S","article-title":"Testing for nonlinearity in time series: the method of surrogate data","volume":"58","author":"theiler","year":"1991","journal-title":"Physica D Nonlinear Phenomena"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2018.06.001"},{"key":"ref2","year":"2008","journal-title":"Time Series In The Concise Encyclopedia of Statistics"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2019.8903012"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3103\/S0735272715080038"}],"event":{"name":"2022 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)","location":"Poznan, Poland","start":{"date-parts":[[2022,9,21]]},"end":{"date-parts":[[2022,9,22]]}},"container-title":["2022 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9927524\/9927746\/09927805.pdf?arnumber=9927805","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,6]],"date-time":"2023-02-06T19:28:20Z","timestamp":1675711700000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9927805\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,21]]},"references-count":17,"URL":"https:\/\/doi.org\/10.23919\/spa53010.2022.9927805","relation":{},"subject":[],"published":{"date-parts":[[2022,9,21]]}}}