{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:36:39Z","timestamp":1740101799201,"version":"3.37.3"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,4]],"date-time":"2023-06-04T00:00:00Z","timestamp":1685836800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009148","name":"Queen Mary University of London","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009148","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100012338","name":"Alan Turing Institute","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100012338","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,4]]},"DOI":"10.1109\/icassp49357.2023.10095805","type":"proceedings-article","created":{"date-parts":[[2023,5,5]],"date-time":"2023-05-05T17:28:30Z","timestamp":1683307710000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["Improving Automatic Sleep Staging Via Temporal Smoothness Regularization"],"prefix":"10.1109","author":[{"given":"Huy","family":"Phan","sequence":"first","affiliation":[{"name":"Amazon Alexa,Cambridge,MA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elisabeth","family":"Heremans","sequence":"additional","affiliation":[{"name":"KU Leuven,Department of Electrical Engineering,Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver Y.","family":"Ch\u00e9n","sequence":"additional","affiliation":[{"name":"University of Bristol,School of Economics, Finance and Management,UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philipp","family":"Koch","sequence":"additional","affiliation":[{"name":"University of Lübeck,Institute for Signal Processing,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alfred","family":"Mertins","sequence":"additional","affiliation":[{"name":"University of Lübeck,Institute for Signal Processing,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maarten","family":"De Vos","sequence":"additional","affiliation":[{"name":"KU Leuven,Department of Electrical Engineering,Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.3020381"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106063"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2872652"},{"journal-title":"Regularization for deep learning A taxonomy","year":"2017","author":"kukacka","key":"ref14"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/abb5be"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2019.2896659"},{"journal-title":"The AASM Manual for the scoring of sleep and associated events Rules terminology and technical specifications","year":"2016","author":"berry","key":"ref2"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/ac6049"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/ab921e"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1166"},{"journal-title":"Recurrent batch normalization","year":"2016","author":"cooijmans","key":"ref18"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176741"},{"journal-title":"Tensorflow Large-scale machine learning on heterogeneous distributed systems","year":"2016","author":"abadi","key":"ref23"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102037"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3076234"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/10.867928"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(69)90021-2"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"215e","DOI":"10.1161\/01.CIR.101.23.e215","article-title":"Physiobank, physiotoolkit, and phy-sionet: Components of a new research resource for complex physiologic signals","volume":"101","author":"goldberger","year":"2000","journal-title":"Circulation"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"},{"key":"ref29","article-title":"Adam: a method for stochastic optimization","author":"kingma","year":"2015","journal-title":"Proc ICLR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104009"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/ac6ca8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-53115-3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00440-5"},{"key":"ref3","first-page":"5903","article-title":"XSleepNet: Multi-view sequential model for automatic sleep staging","volume":"44","author":"phan","year":"2022","journal-title":"IEEE Trans on Pattern Analysis and Machine Intelligence (TPAMI)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2019.01.011"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy131"}],"event":{"name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2023,6,4]]},"location":"Rhodes Island, Greece","end":{"date-parts":[[2023,6,10]]}},"container-title":["ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10094559\/10094560\/10095805.pdf?arnumber=10095805","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,20]],"date-time":"2023-11-20T19:00:29Z","timestamp":1700506829000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10095805\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,4]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icassp49357.2023.10095805","relation":{},"subject":[],"published":{"date-parts":[[2023,6,4]]}}}