Guillem Boquet

ADO: An open digital end-to-end tank based aquaculture platform

Pere Tuset-Peiró, Xavier Vilajosana, Ioana Suciu, 2022, HardwareX.

Novel Imputing Method and Deep Learning Techniques for Early Prediction of Sepsis in Intensive Care Units

Edwar Macias Toro, J. Ibeas, J. Lopez Vicario, 2019, 2019 Computing in Cardiology (CinC).

Improving Link Reliability of IEEE 802.15.4g SUN with Re-Transmission Shaping

Xavier Vilajosana, Domenico Solimini, Guillem Boquet, 2020, PE-WASUN.

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

Antoni Morell, Javier Serrano, Guillem Boquet, 2020, Transportation Research Part C: Emerging Technologies.

Missing Data in Traffic Estimation: A Variational Autoencoder Imputation Method

Antoni Morell, Guillem Boquet, Jose Lopez Vicario, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

VAIMA: A V2V based intersection traffic management algorithm

José López Vicario, Ivan Pisa, Antoni Morell, 2018, 2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS).

Ternary Neural Networks Based on on/off Memristors: Set-Up and Training

E. Miranda, A. Morell, J. Vicario, 2022, Electronics.

Offline Training for Memristor-based Neural Networks

José López Vicario, Antoni Morell, Guillem Boquet, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm

José López Vicario, Antoni Morell, Guillem Boquet, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

Feasibility of Providing High-Precision GNSS Correction Data Through Non-Terrestrial Networks

Guillem Boquet, Xavier Vilajosana, Borja Martinez, 2024, IEEE Transactions on Instrumentation and Measurement.