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Daniel Gutiérrez Reina

technical school of engineering of seville
H-index:30
Citation Count:2,952
Views:0

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Machine Learning-Based Prediction of Stem Water Potential in Olive Orchards Using PlanetScope Imagery and Meteorological Data

基于机器学习的橄榄园茎水势预测：利用PlanetScope影像和气象数据

Sensors
IF3.5
2026-09-290
OA
Cristina Martínez-Ruedas; Samuel Yanes-Luis; Sergio L. Toral; Daniel Gutiérrez-Reina; Isabel Luisa Castillejo-González
ACO-Path: ACO-Based Informative Path Planning with Gaussian Processes for Water Monitoring with a Fleet of ASVs
Electronics
IF2.6
2026-02-040
OAAI
Micaela Jara Ten Kathen; Natalia Benitez; Mario Arzamendia; Daniel Gutiérrez Reina
Adaptive Policy Switching for Multi-Agent ASVs in Multi-Objective Aquatic Cleaning Environments

多智能体ASVs在多目标水环境清洁中的自适应策略切换

Sensors
IF3.5
2026-01-100
OAAI
Dame Seck; Samuel Yanes-Luis; Manuel Perales-Esteve; Sergio Toral Marín; Daniel Gutiérrez-Reina
Multiobjective Environmental Cleanup with Autonomous Surface Vehicle Fleets Using Multitask Multiagent Deep Reinforcement Learning

基于多任务多智能体深度强化学习的自主水面车辆编队多目标环境清理

Advanced Intelligent Systems
IF6.1
2025-10-200
OAAI
Dame Seck; Samuel Yanes; Manuel Perales; Daniel Gutiérrez; Sergio Toral
A Comparative Study of BERT-Based Models for Teacher Classification in Physical Education

基于BERT模型的体育教育教师分类比较研究

ELECTRONICS
IF2.6
2025-09-280
OAAI
Martin-Hoz, Laura; Yanes-Luis, Samuel; Huerta Cejudo, Jeronimo; Gutierrez-Reina, Daniel; Franco Alvarez, Evelia
Assessment of CNN-based methods for discrimination of olive planting systems with Sentinel-2 images

基于CNN的方法对Sentinel-2图像中橄榄种植系统的鉴别评估

COMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
2025-07-010
OAAI
Martinez-Ruedas, Cristina; Yanes-Luis, Samuel; Linares-Burgos, Rafael; Gutierrez-Reina, Daniel; Castillejo-Gonzalez, Isabel Luisa
Variational model-based Deep Reinforcement Learning for Non-Homogeneous Patrolling aquatic environments with multiple unmanned surface vehicles

基于变分模型的高深强化学习，用于非同质巡逻水下环境中的多无人水面载具

EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2025-04-011
PRE
Luis, Samuel Yanes; Basilico, Nicola; Antonazzi, Michele; Gutierrez-Reina, Daniel; Marin, Sergio Toral
Variational Autoencoder for the Prediction of Oil Contamination Temporal Evolution in Water Environments
SENSORS
IF3.5
2025-03-070
OAAI
Casado-Perez, Alejandro; Yanes, Samuel; Toral, Sergio L.; Perales-Esteve, Manuel; Gutierrez-Reina, Daniel
Deep Reinforcement Multiagent Learning Framework for Information Gathering with Local Gaussian Processes for Water Monitoring
ADVANCED INTELLIGENT SYSTEMS
IF6.1
2024-04-261
OAAI
Luis, Samuel Yanes; Shutin, Dmitriy; Gomez, Juan Marchal; Reina, Daniel Gutierrez; Marin, Sergio Toral
Decoupling Patrolling Tasks for Water Quality Monitoring: A Multi-Agent Deep Reinforcement Learning Approach
IEEE ACCESS
IF3.6
2024-01-011
OA
Diop, Dame Seck; Luis, Samuel Yanes; Esteve, Manuel Perales; Marin, Sergio L. Toral; Reina, Daniel Gutierrez
Informative Deep Reinforcement Path Planning for Heterogeneous Autonomous Surface Vehicles in Large Water Resources
IEEE ACCESS
IF3.6
2024-01-013
OA
Barrionuevo, Alejandro Mendoza; Yanes Luis, Samuel; Gutierrez Reina, Daniel; Toral Marin, Sergio L.
Water quality online modeling using multi-objective and multi-agent Bayesian Optimization with region partitioning
MECHATRONICS
IF3.1
2023-05-019
PRE
Peralta, Federico; Gutierrez Reina, Daniel; Toral, Sergio
A comparative study of machine learning and deep learning algorithms for padel tennis shot classification

机器学习和深度学习算法在padel网球击球分类中的比较研究

SOFT COMPUTING
IF2.5
2023-02-117
OA
Dominguez, Guillermo Cartes; Alvarez, Evelia Franco; Cordoba, Alejandro Tapia; Reina, Daniel Gutierrez
AquaHet-PSO: An Informative Path Planner for a Fleet of Autonomous Surface Vehicles With Heterogeneous Sensing Capabilities Based on Multi-Objective PSO
IEEE ACCESS
IF3.6
2023-01-014
OA
Kathen, Micaela Jara Ten; Samaniego, Federico Peralta; Flores, Isabel Jurado; Reina, Daniel Gutierrez
Censored deep reinforcement patrolling with information criterion for monitoring large water resources using Autonomous Surface Vehicles
APPLIED SOFT COMPUTING
IF6.6
2023-01-014
OAAI
Yanes Luis, Samuel; Gutierrez-Reina, Daniel; Toral Marin, Sergio
Detection of Planting Systems in Olive Groves Based on Open-Source, High-Resolution Images and Convolutional Neural Networks
AGRONOMY-BASEL
IF3.4
2022-10-314
OA
Martinez-Ruedas, Cristina; Yanes-Luis, Samuel; Manuel Diaz-Cabrera, Juan; Gutierrez-Reina, Daniel; Linares-Burgos, Rafael; Luisa Castillejo-Gonzalez, Isabel
Multi-Objective Path Planning for Environmental Monitoring using an Autonomous Surface Vehicle
proceedings of the
IF0
2022-07-190
PRE
Peralta, Federico; Pearce, Michael; Poloczek, Matthias; Reina, Daniel Gutierrez; Toral, Sergio; Branke, Juergen
Three-dimensional optimization of penstock layouts for micro-hydropower plants using genetic algorithms
APPLIED ENERGY
IF11
2021-11-0110
PRE
Tapia, A.; del Nozal, A. R.; Reina, D. G.; Millan, P.
A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors
SENSORS
IF3.5
2021-04-1912
OAAI
Yanes Luis, Samuel; Gutierrez-Reina, Daniel; Toral Marin, Sergio
Data-driven methods for present and future pandemics: Monitoring, modelling and managing
ANNUAL REVIEWS IN CONTROL
IF10.7
2021-01-0126
OAAI
Alamo, Teodoro; Reina, Daniel G.; Millan Gata, Pablo; Preciado, Victor M.; Giordano, Giulia

Research Directions

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S
S. L. Toral
H-index:41Papers:301Citations:6,561
S
Samuel Yanes Luis
H-index:9Papers:43Citations:261
F
Federico Barrero
H-index:48Papers:337Citations:9,826
V
Vishal Sharma
H-index:43Papers:276Citations:6,360
N
Nik Bessis
H-index:35Papers:254Citations:3,943
P
Pablo Millán
H-index:23Papers:147Citations:1,815
A
Alejandro Tapia Córdoba
H-index:8Papers:39Citations:206
I
Isabel Luisa Castillejo-González
H-index:9Papers:28Citations:573
M
Mario Arzamendia
H-index:11Papers:34Citations:484
M
Manuel A. Perales‐Esteve
H-index:5Papers:16Citations:121