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S
S. L. Toral
University of Sevilla
41
H-index
301
Paper Count
6.6K
Citation Count
0
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Published Papers
66
Publication Date
Publication Date
Impact Factor
Citations
Machine Learning-Based Prediction of Stem Water Potential in Olive Orchards Using PlanetScope Imagery and Meteorological Data
Sensors
IF
3.5
2026-09-29
0
OA
AI
Cristina Martínez-Ruedas; Samuel Yanes-Luis; Sergio L. Toral; Daniel Gutiérrez-Reina; Isabel Luisa Castillejo-González
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Multiobjective Environmental Cleanup with Autonomous Surface Vehicle Fleets Using Multitask Multiagent Deep Reinforcement Learning
Advanced Intelligent Systems
IF
6.1
2025-10-20
0
OA
AI
Dame Seck; Samuel Yanes; Manuel Perales; Daniel Gutiérrez; Sergio Toral
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Variational Autoencoder for the Prediction of Oil Contamination Temporal Evolution in Water Environments
SENSORS
IF
3.5
2025-03-07
0
OA
AI
Casado-Perez, Alejandro; Yanes, Samuel; Toral, Sergio L.; Perales-Esteve, Manuel; Gutierrez-Reina, Daniel
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Decoupling Patrolling Tasks for Water Quality Monitoring: A Multi-Agent Deep Reinforcement Learning Approach
IEEE ACCESS
IF
3.6
2024-01-01
1
OA
AI
Diop, Dame Seck; Luis, Samuel Yanes; Esteve, Manuel Perales; Marin, Sergio L. Toral; Reina, Daniel Gutierrez
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Informative Deep Reinforcement Path Planning for Heterogeneous Autonomous Surface Vehicles in Large Water Resources
IEEE ACCESS
IF
3.6
2024-01-01
3
OA
AI
Barrionuevo, Alejandro Mendoza; Yanes Luis, Samuel; Gutierrez Reina, Daniel; Toral Marin, Sergio L.
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Water quality online modeling using multi-objective and multi-agent Bayesian Optimization with region partitioning
MECHATRONICS
IF
3.1
2023-05-01
9
PRE
AI
Peralta, Federico; Gutierrez Reina, Daniel; Toral, Sergio
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Efficiency of automatic text generators for online review content generation
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF
13.3
2023-04-01
7
OA
AI
Perez-Castro, A.; Martinez-Torres, M. R.; Toral, S. L.
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Censored deep reinforcement patrolling with information criterion for monitoring large water resources using Autonomous Surface Vehicles
APPLIED SOFT COMPUTING
IF
6.6
2023-01-01
4
OA
AI
Yanes Luis, Samuel; Gutierrez-Reina, Daniel; Toral Marin, Sergio
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Multi-Objective Path Planning for Environmental Monitoring using an Autonomous Surface Vehicle
proceedings of the
IF
0
2022-07-19
0
PRE
AI
Peralta, Federico; Pearce, Michael; Poloczek, Matthias; Reina, Daniel Gutierrez; Toral, Sergio; Branke, Juergen
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Prediction and modelling online reviews helpfulness using 1D Convolutional Neural Networks
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2022-07-01
26
OA
AI
Olmedilla, Maria; Rocio Martinez-Torres, M.; Toral, Sergio
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Convolutional neural encoding of online reviews for the identification of travel group type topics on TripAdvisor
INFORMATION PROCESSING & MANAGEMENT
IF
6.9
2021-09-01
17
OA
AI
Jose Arenas-Marquez, Francisco; Martinez-Torres, Rocio; Toral, Sergio
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How can trustworthy influencers be identified in electronic word-of-mouth communities?
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
IF
13.3
2021-05-01
12
PRE
AI
Arenas-Marquez, F. J.; Martinez-Torres, M. R.; Toral, S. L.
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A Dimensional Comparison between Evolutionary Algorithm and Deep Reinforcement Learning Methodologies for Autonomous Surface Vehicles with Water Quality Sensors
SENSORS
IF
3.5
2021-04-19
12
OA
AI
Yanes Luis, Samuel; Gutierrez-Reina, Daniel; Toral Marin, Sergio
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A Multimodal Approach to Improve Performance Evaluation of Call Center Agent
SENSORS
IF
3.5
2021-04-12
3
OA
AI
Ahmed, Abdelrahman; Shaalan, Khaled; Toral, Sergio; Hifny, Yasser
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A Bayesian Optimization Approach for Water Resources Monitoring Through an Autonomous Surface Vehicle: The Ypacarai Lake Case Study
IEEE ACCESS
IF
3.6
2021-01-01
23
OA
AI
Samaniego, Federico Peralta; Reina, Daniel Gutierrez; Marin, Sergio L. Toral; Arzamendia, Mario; Gregor, Derlis O.
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A Multiagent Deep Reinforcement Learning Approach for Path Planning in Autonomous Surface Vehicles: The Ypacarai Lake Patrolling Case
IEEE ACCESS
IF
3.6
2021-01-01
41
OA
AI
Luis, Samuel Yanes; Reina, Daniel Gutierrez; Marin, Sergio L. Toral
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Agent Productivity Modeling in a Call Center Domain Using Attentive Convolutional Neural Networks
SENSORS
IF
3.5
2020-09-25
3
OA
AI
Ahmed, Abdelrahman; Toral, Sergio; Shaalan, Khaled; Hifny, Yaser
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A Deep Reinforcement Learning Approach for the Patrolling Problem of Water Resources Through Autonomous Surface Vehicles: The Ypacarai Lake Case
IEEE ACCESS
IF
3.6
2020-01-01
36
OA
AI
Luis, Samuel Yanes; Reina, Daniel Gutierrez; Marin, Sergio L. Toral
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A machine learning approach for the identification of the deceptive reviews in the hospitality sector using unique attributes and sentiment orientation
TOURISM MANAGEMENT
IF
12.4
2019-12-01
71
PRE
AI
Martinez-Torres, M. R.; Toral, S. L.
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The superhit effect and long tail phenomenon in the context of electronic word of mouth
DECISION SUPPORT SYSTEMS
IF
6.8
2019-10-01
6
OA
AI
Olmedilla, M.; Martinez-Torres, M. R.; Toral, S. L.
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Research Directions
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Co-authors
Cooperation Journals
E
E. Levi
H-index: 70 · Papers: 348
K
Khaled Shaalan
H-index: 54 · Papers: 401
I
Ilsun You
H-index: 52 · Papers: 451
M
Mario J. Durán
H-index: 48 · Papers: 202
F
Federico Barrero
H-index: 48 · Papers: 337
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