Justin Dauwels

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Citations	9602	5912
h-index	44	34
i10-index	167	126

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Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
François VialatteInstitut pour la Pratique et l'Innovation en PSYchologie appliquéeVerified email at pi-psy.org
Sydney S. CashAssociate Professor, Department of Neurology, Massachusetts General Hospital and Harvard UniversityVerified email at mgh.harvard.edu
Patrick JailletDugald C. Jackson Professor, EECS, MITVerified email at mit.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 @ CHA Consulting, IncVerified email at chacompanies.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
Nadia Magnenat Thalmann/ Nadia Th...University of GenevaVerified email at miralab.ch
Charles LatchoumaneHead of Stroke and Translational Divisions, .NeuroRestore | CHUV | EPFL | UniLVerified email at chuv.ch
Nishant Sinha, MS, PhDDepartment of Neurology, Perelman School of Medicine, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
Ramasubba Reddy MProfessor, Dept. of Applied Mechanics, IIT Madras, Chennai, IndiaVerified email at iitm.ac.in
yasir tahirNanyang Technological UniversityVerified email at derq.com
Jingshan ZhongZhejiang LabVerified email at zhejianglab.com
Laura WallerUC BerkeleyVerified email at alum.mit.edu
Yujiang WangNewcastle UniversityVerified email at ncl.ac.uk
Daniel ThalmannProfessor, EPFL, Switzerland & Miralab Sarl, SwitzerlandVerified email at epfl.ch

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	1067	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	565	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	527	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	446	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	296	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	289	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	225	2013
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	215	2017
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	212	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	166	2014
On variational message passing on factor graphs J Dauwels 2007 IEEE international symposium on information theory, 2546-2550, 2007	153	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	133	2016
Phase estimation by message passing J Dauwels, HA Loeliger 2004 IEEE International Conference on Communications (IEEE Cat. No …, 2004	124	2004
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	120	2019
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	107	2014
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	98	2016
Development of expert-level automated detection of epileptiform discharges during electroencephalogram interpretation J Jing, H Sun, JA Kim, A Herlopian, I Karakis, M Ng, JJ Halford, D Maus, ... JAMA neurology 77 (1), 103-108, 2020	89	2020
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	88	2017
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	88	2017
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

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