Justin Dauwels

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Andrzej CichockiIBS PAN , Skoltech , UMK Torun, Riken AIPVerified 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
Sydney S. CashAssociate Professor, Department of Neurology, Massachusetts General Hospital and Harvard UniversityVerified email at mgh.harvard.edu
Muhammad Tayyab AsifAmazonVerified email at amazon.com
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
Nikola MitrovicSenior ITS Data Analyst @ APCTEVerified email at apcte.com
Peter Neal TaylorNewcastle UniversityVerified email at newcastle.ac.uk
Srinivasan KannanLead Systems and IQ Engineer, GE HealthcareVerified email at ge.com
Tomasz MaszczykA*STARVerified email at ihpc.a-star.edu.sg
John ThomasMontreal Neurological InstituteVerified email at e.ntu.edu.sg
Charles LatchoumaneHead of Stroke and Translational Divisions, .NeuroRestore | CHUV | EPFL | UniLVerified email at chuv.ch
Nadia Magnenat Thalmann/ Nadia Th...University of Geneva, Nanyang Technological University, SingaporeVerified email at miralab.ch
Nishant SinhaPenn Epilepsy Center, Perelman School of Medicine, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
yasir tahirNanyang Technological UniversityVerified email at derq.com
Yujiang WangNewcastle UniversityVerified email at ncl.ac.uk
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
Daniel ThalmannProfessor, EPFL, Switzerland & Miralab Sarl, SwitzerlandVerified email at epfl.ch
Laura WallerUC BerkeleyVerified email at alum.mit.edu

Justin Dauwels

Delft University of Technology

Verified email at tudelft.nl - 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	1015	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	539	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	495	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	429	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	269	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	260	2015
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	204	2013
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	198	2011
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	197	2017
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	159	2014
On variational message passing on factor graphs J Dauwels 2007 ieee international symposium on information theory, 2546-2550, 2007	137	2007
Phase estimation by message passing J Dauwels, HA Loeliger 2004 IEEE International Conference on Communications (IEEE Cat. No …, 2004	122	2004
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	117	2016
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	95	2014
Action-stage emphasized spatiotemporal VLAD for video action recognition Z Tu, H Li, D Zhang, J Dauwels, B Li, J Yuan IEEE Transactions on Image Processing 28 (6), 2799-2812, 2019	90	2019
Epileptiform spike detection via convolutional neural networks AR Johansen, J Jin, T Maszczyk, J Dauwels, SS Cash, MB Westover 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016	90	2016
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	85	2012
Imaging the distribution of transient viscosity after the 2016 M_w 7.1 Kumamoto earthquake JDP Moore, H Yu, CH Tang, T Wang, S Barbot, D Peng, S Masuti, ... Science 356 (6334), 163-167, 2017	83	2017
Deep learning-based classification for brain-computer interfaces J Thomas, T Maszczyk, N Sinha, T Kluge, J Dauwels 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017	74	2017
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	74	2015

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