Sergio Toral

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 17

Top Topics

Convolutional Neural Networks

Predictive Control

Top Venues

Inf. Process. Manag.

Publications

Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio Toral
Maximum Information Coverage and Monitoring Path Planning with Unmanned Surface Vehicles Using Deep Reinforcement Learning. OLA (2022)
María Olmedilla, M. Rocío Martínez-Torres, Sergio Toral
Prediction and modelling online reviews helpfulness using 1D Convolutional Neural Networks. Expert Syst. Appl. 198 (2022)
Federico Peralta, Michael Pearce, Matthias Poloczek, Daniel Gutiérrez-Reina, Sergio Toral, Jürgen Branke
Multi-objective path planning for environmental monitoring using an autonomous surface vehicle. GECCO Companion (2022)
Francisco Jose Arenas-Márquez, María del Rocío Martínez Torres, Sergio Toral
Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor. Inf. Process. Manag. 58 (5) (2021)
Federico Peralta, Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio Toral
Monitoring Water Resources through a Bayesian Optimization-based Approach using Multiple Surface Vehicles: The Ypacarai Lake Case Study. CEC (2021)
Abdelrahman Ahmed, Khaled Shaalan, Sergio Toral, Yasser Hifny
A Multimodal Approach to Improve Performance Evaluation of Call Center Agent. Sensors 21 (8) (2021)
Abdelrahman Ahmed, Sergio Toral, Khaled Shaalan, Yasser Hifny
Agent Productivity Modeling in a Call Center Domain Using Attentive Convolutional Neural Networks. Sensors 20 (19) (2020)
Federico Peralta, Mario Arzamendia, Derlis Gregor, Daniel Gutiérrez-Reina, Sergio Toral
A Comparison of Local Path Planning Techniques of Autonomous Surface Vehicles for Monitoring Applications: The Ypacarai Lake Case-study. Sensors 20 (5) (2020)
Mario Arzamendia, Daniel Gutiérrez-Reina, Sergio Toral, Derlis Gregor, Eleana Asimakopoulou, Nik Bessis
Intelligent Online Learning Strategy for an Autonomous Surface Vehicle in Lake Environments Using Evolutionary Computation. IEEE Intell. Transp. Syst. Mag. 11 (4) (2019)
Daniel Gutiérrez, Sergio Toral
Deep Neuronal Based Classifiers for Wireless Multi-hop Network Mobility Models. ICMLA (2019)
Mario Arzamendia, I. Espartza, D. G. Reina, Sergio Toral, Derlis Gregor
Comparison of Eulerian and Hamiltonian circuits for evolutionary-based path planning of an autonomous surface vehicle for monitoring Ypacarai Lake. J. Ambient Intell. Humaniz. Comput. 10 (4) (2019)
Abdelrahman Ahmed, Yasser Hifny, Khaled Shaalan, Sergio Toral
Lexicon Free Arabic Speech Recognition Recipe. AISI (2016)
Abdelrahman Ahmed, Sergio Toral, Khaled Shaalan
Agent Productivity Measurement in Call Center Using Machine Learning. AISI (2016)
M. Rocío Martínez-Torres, Sergio Toral, María Olmedilla, Francisco Jose Arenas-Márquez
Features of Reputed Users in eWOM Using Evolutionary Computation. DeSE (2016)
José A. Riveros, D. G. Reina, Federico Barrero, Sergio Toral, Mario J. Durán
Five-phase induction machine parameter identification using PSO and standstill techniques. IECON (2015)
Cristina Martin, Manuel R. Arahal, Federico Barrero, Mario J. Durán, Sergio Toral
Rotor current observer in finite-state model predictive control of five-phase IM. IECON (2015)
D. G. Reina, Sergio Toral, Federico Barrero, M. Guness
Dissimilarity metrics for probabilistic broadcasting in wireless multi-hop networks. IECON (2015)
Blas Bogado, Federico Barrero, Manuel R. Arahal, Sergio Toral, Emil Levi
Sensitivity to electrical parameter variations of Predictive Current Control in multiphase drives. IECON (2013)
José A. Riveros, Mario J. Durán, Federico Barrero, Sergio Toral
Direct torque control for five-phase induction motor drives with reduced common-mode voltage. IECON (2012)