4 citations · 5 across the 5 of their papers we have counts for
3 papers · 1 filter
Simulation-Driven Vehicular Traffic Data Augmentation: Extending Sensor Coverage Through Virtual Sensing
Davide Andrea Guastella, Eladio Montero Porras, Evangelos Pournaras +1
Urban traffic management relies on sensor networks whose spatial coverage is limited by deployment costs and privacy regulations. Machine learning models trained on such sparse dat…
Simulation-Free Estimation of Traffic Flows from Sparse Count Data
Davide Guastella, Gianluca Bontempi
We propose a method for estimating time-varying traffic flow patterns from sparse aggregated vehicle counts. The method partitions the study area into spatial regions, constructs a…
Decoding High-Dimensional Finger Motion from EMG Using Riemannian Features and RNNs
Martin Colot, Cédric Simar, Guy Cheron +2
Continuous estimation of high-dimensional finger kinematics from forearm surface electromyography (EMG) could enable natural control for hand prostheses, AR/XR interfaces, and tele…