{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,21]],"date-time":"2026-09-21T13:13:21Z","timestamp":1789996401620,"version":"4.0.1"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1109\/iwcmc.2018.8450434","type":"proceedings-article","created":{"date-parts":[[2018,8,30]],"date-time":"2018-08-30T22:00:16Z","timestamp":1535666416000},"page":"358-363","source":"Crossref","is-referenced-by-count":8,"title":["Deep learning and low rank dictionary model for mHealth data classification"],"prefix":"10.1109","author":[{"given":"Ahmed Ben","family":"Said","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amr","family":"Mohamed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tarek","family":"Elfouly","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Khalid","family":"Abualsaud","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Khaled","family":"Harras","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","first-page":"265","article-title":"On optimization methods for deep learning","author":"le","year":"2011","journal-title":"Proceeding of International Conference on Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref12","first-page":"3371","article-title":"Stacked denoising autoencoders: learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2017.7925709"},{"key":"ref14","first-page":"2080","article-title":"Robust recovery of subspace structures by low-rank matrices via convex optimization","author":"wright","year":"2009","journal-title":"Proceeding of Neural Information Processing System Conference"},{"key":"ref15","first-page":"153","article-title":"Greedy layerwise training of deep networks","author":"bengio","year":"2006","journal-title":"Proceeding of Advances in Neural Information Processing Systems Conference"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0422-2"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/1970392.1970395"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2010.12.005"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2010.09.001"},{"key":"ref28","first-page":"1","article-title":"Learning robust and discriminative subspace with lowrank constraints","volume":"99","author":"li","year":"2015","journal-title":"IEEE Transactions on Neural Networks and Learning Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R01"},{"key":"ref27","year":"0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.06.065"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727224"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889525"},{"key":"ref8","first-page":"837","article-title":"Combining sparsity with rankdeficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network","author":"majumdar","year":"2015","journal-title":"Proceedings of International Conference on Acoustics Speech and Signal Processing"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.3390\/s16010115","article-title":"Deep convolutional and LSTM recurrent neural networks for multimodal wearable activity recognition","volume":"16","author":"ord\u00f3\u00f1ez","year":"2016","journal-title":"SENSORS"},{"key":"ref2","year":"0"},{"key":"ref9","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Neural Information Proceeding Systems"},{"key":"ref1","year":"0","journal-title":"National health expenditures 2015 highlights"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"15729","DOI":"10.3390\/s140915729","article-title":"A low-rank matnx recovery approach for efficient EEG acquisition for a wireless body area network","volume":"14","author":"majumdar","year":"2014","journal-title":"SENSORS"},{"key":"ref22","first-page":"567","article-title":"Deep robust encoder through locality preserving low-rank dictionary","author":"ding","year":"2016","journal-title":"Proceedings of the European Conference on Computer Vision"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2012.6467209"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/BF01589116"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2012.2208955"},{"key":"ref26","first-page":"91","article-title":"mHealthDroid: a novel framework for agile development of mobile health applications","author":"banos","year":"2014","journal-title":"Proceedings of International Work-conference on Ambient Assisted Living an Active Ageing"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-14-S2-S6"}],"event":{"name":"2018 14th International Wireless Communications & Mobile Computing Conference (IWCMC)","location":"Limassol","start":{"date-parts":[[2018,6,25]]},"end":{"date-parts":[[2018,6,29]]}},"container-title":["2018 14th International Wireless Communications &amp; Mobile Computing Conference (IWCMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8410977\/8450266\/08450434.pdf?arnumber=8450434","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T13:12:15Z","timestamp":1643202735000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8450434\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,6]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/iwcmc.2018.8450434","relation":{},"subject":[],"published":{"date-parts":[[2018,6]]}}}