An Evolutionary Computational Approach for Designing Micro Hydro Power Plants

by Alejandro Tapia Córdoba, Daniel Gutiérrez Reina, Pablo Millán Gata
Published 2019-03-01

Dissimilarity Metric Based on Local Neighboring Information and Genetic Programming for Data Dissemination in Vehicular Ad Hoc Networks (VANETs)

by Daniel Gutiérrez-Reina, Vishal Sharma, Ilsun You, Sergio Toral
Published 2018-07-01

A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors

by Samuel Yanes Luis, Daniel Gutiérrez-Reina, Sergio Toral Marín
Published 2021-04-01

An Informative Path Planner for a Swarm of ASVs Based on an Enhanced PSO with Gaussian Surrogate Model Components Intended for Water Monitoring Applications

by Micaela Jara Ten Kathen, Isabel Jurado Flores, Daniel Gutiérrez Reina
Published 2021-07-01

A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacaraí Lake Patrolling Case

by Samuel Yanes Luis, Daniel Gutierrez Reina, Sergio L. Toral Marin
Published 2021-01-01

A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case

by Samuel Yanes Luis, Daniel Gutierrez Reina, Sergio L. Toral Marin
Published 2020-01-01

A Bayesian Optimization Approach for Multi-Function Estimation for Environmental Monitoring Using an Autonomous Surface Vehicle: Ypacarai Lake Case Study

by Federico Peralta, Daniel Gutierrez Reina, Sergio Toral, Mario Arzamendia, Derlis Gregor
Published 2021-04-01

Time Efficient Unmanned Aircraft Systems Deployment in Disaster Scenarios Using Clustering Methods and a Set Cover Approach

by Donald Mahoro Ntwari, Daniel Gutierrez-Reina, Sergio Luis Toral Marín, Hissam Tawfik
Published 2021-02-01

A MPC Strategy for the Optimal Management of Microgrids Based on Evolutionary Optimization

by Álvaro Rodríguez del Nozal, Daniel Gutiérrez Reina, Lázaro Alvarado-Barrios, Alejandro Tapia, Juan Manuel Escaño
Published 2019-11-01

A Bayesian Optimization Approach for Water Resources Monitoring Through an Autonomous Surface Vehicle: The Ypacarai Lake Case Study

by Federico Peralta Samaniego, Daniel Gutierrez Reina, Sergio L. Toral Marin, Mario Arzamendia, Derlis O. Gregor
Published 2021-01-01

Interest and Applicability of Meta-Heuristic Algorithms in the Electrical Parameter Identification of Multiphase Machines

by Daniel Gutierrez-Reina, Federico Barrero, Jose Riveros, Ignacio Gonzalez-Prieto, Sergio L. Toral, Mario J. Duran
Published 2019-01-01

Sensor-Assisted Weighted Average Ensemble Model for Detecting Major Depressive Disorder

by Nivedhitha Mahendran, Durai Raj Vincent, Kathiravan Srinivasan, Chuan-Yu Chang, Akhil Garg, Liang Gao, Daniel Gutiérrez Reina
Published 2019-11-01

An Efficient Hybrid Fuzzy-Clustering Driven 3D-Modeling of Magnetic Resonance Imagery for Enhanced Brain Tumor Diagnosis

by Suresh Kanniappan, Duraimurugan Samiayya, Durai Raj Vincent P M, Kathiravan Srinivasan, Dushantha Nalin K. Jayakody, Daniel Gutiérrez Reina, Atsushi Inoue
Published 2020-03-01