Justin Dauwels - Google Scholar

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	All	Since 2015
Citations	5867	4088
h-index	33	27
i10-index	102	82

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Co-authors

Andrzej CichockiSKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Systems ResearchVerified email at skoltech.ru
François VialatteInstitut pour la Pratique et l'Innovation en PSYchologie appliquéeVerified email at pi-psy.org
Patrick JailletDugald C. Jackson Professor, EECS, MITVerified email at mit.edu
Muhammad Tayyab AsifAmazonVerified email at amazon.com
Nikola MitrovicData Scientist at ITS Digital Lab @ SiemensVerified email at siemens.com
Sydney S. CashAssociate Professor, Department of Neurology, Massachusetts General Hospital and Harvard UniversityVerified email at mgh.harvard.edu
Srinivasan KannanResearch fellow, Nanyang Technological UniversityVerified email at ntu.edu.sg
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
Peter Neal TaylorNewcastle UniversityVerified email at newcastle.ac.uk
Charles LatchoumaneResearch Scientist, University of GeorgiaVerified email at uga.edu
Ramasubba Reddy MProfessor, Dept. of Applied Mechanics, IIT Madras, Chennai, IndiaVerified email at iitm.ac.in
Jingshan ZhongThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Laura WallerUC BerkeleyVerified email at alum.mit.edu
Nishant SinhaInstitute of Neuroscience, Newcastle University, UKVerified email at newcastle.ac.uk
Nadia Magnenat Thalmann/ Nadia Th...University of Geneva, Nanyang Technological University, SingaporeVerified email at miralab.ch
yasir tahirNanyang Technological UniversityVerified email at derq.com
Mohamed ElgendiDepartment of Obstetrics and Gynecology, University of British ColumbiaVerified email at cfri.ubc.ca
Tomasz MaszczykUniversity of Technology SydneyVerified email at uts.edu.au
Yujiang WangNewcastle UniversityVerified email at ncl.ac.uk
Jordi Solé-CasalsUniversity of Vic - Central University of CataloniaVerified email at uvic.cat

Justin Dauwels

Nanyang Technological University

Verified email at ntu.edu.sg - Homepage

graphical models machine learning signal processing computational neuroscience intelligent transportation systems


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Steady-state visually evoked potentials: focus on essential paradigms and future perspectives FB Vialatte, M Maurice, J Dauwels, A Cichocki Progress in neurobiology 90 (4), 418-438, 2010	784	2010
The factor graph approach to model-based signal processing HA Loeliger, J Dauwels, J Hu, S Korl, L Ping, FR Kschischang Proceedings of the IEEE 95 (6), 1295-1322, 2007	431	2007
Diagnosis of Alzheimer's disease from EEG signals: where are we standing? J Dauwels, F Vialatte, A Cichocki Current Alzheimer Research 7 (6), 487-505, 2010	379	2010
A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG J Dauwels, F Vialatte, T Musha, A Cichocki NeuroImage 49 (1), 668-693, 2010	333	2010
Online map-matching based on hidden markov model for real-time traffic sensing applications CY Goh, J Dauwels, N Mitrovic, MT Asif, A Oran, P Jaillet 2012 15th International IEEE Conference on Intelligent Transportation …, 2012	202	2012
Innovative diagnostic tools for early detection of Alzheimer's disease C Laske, HR Sohrabi, SM Frost, K López-de-Ipiña, P Garrard, M Buscema, ... Alzheimer's & Dementia 11 (5), 561-578, 2015	157	2015
Slowing and loss of complexity in Alzheimer's EEG: two sides of the same coin? J Dauwels, K Srinivasan, M Ramasubba Reddy, T Musha, FB Vialatte, ... International journal of Alzheimer’s disease 2011, 2011	148	2011
Transport of intensity phase imaging by intensity spectrum fitting of exponentially spaced defocus planes Z Jingshan, RA Claus, J Dauwels, L Tian, L Waller Optics express 22 (9), 10661-10674, 2014	130	2014
Spatiotemporal patterns in large-scale traffic speed prediction MT Asif, J Dauwels, CY Goh, A Oran, E Fathi, M Xu, MM Dhanya, ... IEEE Transactions on Intelligent Transportation Systems 15 (2), 794-804, 2013	128	2013
Phase estimation by message passing J Dauwels, HA Loeliger 2004 IEEE International Conference on Communications (IEEE Cat. No …, 2004	119	2004
Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling N Sinha, J Dauwels, M Kaiser, SS Cash, M Brandon Westover, Y Wang, ... Brain 140 (2), 319-332, 2017	110	2017
On variational message passing on factor graphs J Dauwels 2007 IEEE International Symposium on Information Theory, 2546-2550, 2007	82	2007
Matrix and tensor based methods for missing data estimation in large traffic networks MT Asif, N Mitrovic, J Dauwels, P Jaillet IEEE Transactions on intelligent transportation systems 17 (7), 1816-1825, 2016	68	2016
EEG synchrony analysis for early diagnosis of Alzheimer's disease: a study with several synchrony measures and EEG data sets J Dauwels, F Vialatte, C Latchoumane, J Jeong, A Cichocki 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009	67	2009
Multichannel EEG compression: Wavelet-based image and volumetric coding approach K Srinivasan, J Dauwels, MR Reddy IEEE journal of biomedical and health informatics 17 (1), 113-120, 2012	65	2012
Message-passing decoding of lattices using Gaussian mixtures B Kurkoski, J Dauwels 2008 IEEE International Symposium on Information Theory, 2489-2493, 2008	61	2008
A two-dimensional approach for lossless EEG compression K Srinivasan, J Dauwels, MR Reddy Biomedical signal processing and control 6 (4), 387-394, 2011	60	2011
Low-dimensional models for missing data imputation in road networks MT Asif, N Mitrovic, L Garg, J Dauwels, P Jaillet 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013	55	2013
Optimal control based seizure abatement using patient derived connectivity PN Taylor, J Thomas, N Sinha, J Dauwels, M Kaiser, T Thesen, J Ruths Frontiers in neuroscience 9, 202, 2015	52	2015
A computational study of stimulus driven epileptic seizure abatement PN Taylor, Y Wang, M Goodfellow, J Dauwels, F Moeller, U Stephani, ... PLOS one 9 (12), e114316, 2014	50	2014

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