Justin Dauwels

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Andrzej CichockiSKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Poland SystemsVerified 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
Sydney S. CashAssociate Professor, Department of Neurology, Massachusetts General Hospital and Harvard UniversityVerified email at mgh.harvard.edu
Nikola MitrovicSenior ITS Data Analyst @ APCTEVerified email at apcte.com
M. Brandon Westover, MD, PhDHarvard Medical School / Massachusetts General HospitalVerified email at mgh.harvard.edu
Srinivasan KannanLead Systems and IQ Engineer, GE HealthcareVerified email at ge.com
Peter Neal TaylorNewcastle UniversityVerified email at newcastle.ac.uk
Tomasz MaszczykA*STARVerified email at ihpc.a-star.edu.sg
Charles LatchoumaneSenior researcher, .NeuroRestore | CHUV | EPFL | UniLVerified email at chuv.ch
Ramasubba Reddy MProfessor, Dept. of Applied Mechanics, IIT Madras, Chennai, IndiaVerified email at iitm.ac.in
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
Jingshan ZhongThe Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Yujiang WangNewcastle UniversityVerified email at ncl.ac.uk
Laura WallerUC BerkeleyVerified email at alum.mit.edu
yasir tahirNanyang Technological UniversityVerified email at derq.com
Jordi Solé-CasalsFull Professor at the University of Vic - Central University of CataloniaVerified email at uvic.cat
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	891	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	478	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	419	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	367	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	233	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	192	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	168	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	164	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	147	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	145	2014
Phase estimation by message passing J Dauwels, HA Loeliger 2004 IEEE International Conference on Communications (IEEE Cat. No …, 2004	121	2004
On variational message passing on factor graphs J Dauwels 2007 IEEE International Symposium on Information Theory, 2546-2550, 2007	101	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	93	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	75	2012
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	71	2009
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	67	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	67	2014
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	66	2013
Message-passing decoding of lattices using Gaussian mixtures B Kurkoski, J Dauwels 2008 IEEE International Symposium on Information Theory, 2489-2493, 2008	63	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	62	2011

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