Justin Dauwels

The Factor Graph Approach to Model-Based Signal Processing

Hans‐Andrea Loeliger, Justin Dauwels, Junli Hu et al. · Proceedings of the IEEE · 2007 · 525 citations

Gaussian Message Passing, Statistical Signal Processing, Engineering +14

A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG

Justin Dauwels, François Vialatte, Toshimitsu Musha et al. · NeuroImage · 2009 · 392 citations

Synchrony Measures, Early Diagnosis, Neuroimaging Biomarkers +14

Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling

Nishant Sinha, Justin Dauwels, Marcus Kaiser et al. · Brain · 2016 · 271 citations · Full text

Online map-matching based on Hidden Markov model for real-time traffic sensing applications

Changzuo Goh, Justin Dauwels, Nikola Mitrović et al. · 2012 · 218 citations · Full text

Location Tracking, Engineering, Machine Learning +18

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction

Muhammad Tayyab Asif, Justin Dauwels, Chong Yang Goh et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 205 citations

Traffic Theory, Engineering, Machine Learning +16