Guillem Boquet

A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection

Guillem Boquet, Antoni Morell, Javier Serrano et al. · Transportation Research Part C Emerging Technologies · 2020 · 142 citations · Full text

Intelligent Traffic Management, Engineering, Machine Learning +8

Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method

Guillem Boquet, José López Vicario, Antoni Morell et al. · 2019 · 60 citations

Engineering, Machine Learning, Autoencoders +16

Autonomous Car Parking System through a Cooperative Vehicular Positioning Network

Alejandro Correa, Guillem Boquet, Antoni Morell et al. · Sensors · 2017 · 23 citations · Full text

Automotive Tracking, Vehicle Communication, Automotive Industry +15

Offline Training for Memristor-based Neural Networks

Guillem Boquet, Edwar Macias, Antoni Morell et al. · 2020 · 14 citations

Electrical Engineering, Engineering, Machine Learning +15

VAIMA: A V2V based intersection traffic management algorithm

Ivan Pisa, Guillem Boquet, José López Vicario et al. · 2018 · 10 citations