Matilde Santos

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 88

Top Venues

SOCO

IDEAL

SOCO-CISIS-ICEUTE

Expert Syst. J. Knowl. Eng.

Publications

Sara Cuellar, Matilde Santos, Fernando Alonso, Ernesto Fábregas, Gonzalo Farias
Explainable anomaly detection in spacecraft telemetry. Eng. Appl. Artif. Intell. 133 (2024)
Jesús Enrique Sierra-García, Matilde Santos
Combining reinforcement learning and conventional control to improve automatic guided vehicles tracking of complex trajectories. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Adrián Viéitez Mariño, Matilde Santos, Rodrigo Naranjo
Machine learning Ethereum cryptocurrency prediction and knowledge-based investment strategies. Knowl. Based Syst. 299 (2024)
Felipe Barreno, Matilde Santos, Manuel G. Romana
A novel adaptive vehicle speed recommender fuzzy system for autonomous vehicles on conventional two-lane roads. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Antonio Sánchez-Rodríguez, Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
Trajectory Tracking Nonlinear Hybrid Control of Automated Guided Vehicles. Complex. 2024 (2024)
Jesús Enrique Sierra-García, Matilde Santos
Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control. Future Gener. Comput. Syst. 150 (2024)
Elías Plaza, Matilde Santos
Management and intelligent control of in-flight fuel distribution in a commercial aircraft. Expert Syst. J. Knowl. Eng. 41 (6) (2024)
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
Wind turbine maximum power point tracking control based on unsupervised neural networks. J. Comput. Des. Eng. 10 (1) (2023)
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic Algorithms. SOCO (2) (2023)
K. M. Abad, M. F. Dantes, A. M. Garcia, C. Gonzales, J. M. Halog, K. B. Madalang, Matilde Santos, Maricar M. Navarro, A. A. Palisoc, J. M. Dinglasan
Process Improvement: A Case Study to Reduce Operational Inaccuracies of Tin Can and Metal Sheet Fabrication Company Using ProModel Simulation. IEEM (2023)
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
MPPT Control in an Offshore Wind Turbine Optimized with Genetic Algorithms and Unsupervised Neural Networks. AIAI (2) (2023)
Elías Plaza, Matilde Santos, Jesús Enrique Sierra-García
First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning. SOCO (1) (2023)
Eduardo Bayona, J. Enrique Sierra-Garc, Matilde Santos
Generation of Optimum Frenet Curves by Genetic Algorithms for AGVs. AIAI (2) (2023)
Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
Glasius bio-inspired neural networks based UV-C disinfection path planning improved by preventive deadlock processing algorithm. Adv. Eng. Softw. 175 (2023)
Cristian Blanco, Jesús Enrique Sierra-García, Matilde Santos
Forecasting of Wind Turbine Synthetic Signals Based on Nonlinear Autoregressive Networks. AIAI (2) (2023)
Lía García-Pérez, Matilde Santos
Modelling and Simulation of Wind Energy Systems: Learning-by-Doing in a Master's Course. CISIS-ICEUTE (2023)
Felipe Barreno, Matilde Santos, Manuel G. Romana
Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous Vehicles. HAIS (2023)
Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra
Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables. SOCO (2) (2023)
Diego Garcés, Matilde Santos, David Fernández Llorca
Text Classification for Automatic Distribution of Review Notes in Movie Production. SOCO (1) (2023)
Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR. IDEAL (2023)
Felipe Barreno, Matilde Santos, Manuel G. Romana
Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks. SOCO (2) (2023)
Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
GBNN algorithm enhanced by movement planner for UV-C disinfection. Expert Syst. J. Knowl. Eng. 40 (10) (2023)
Diego Garcés, Matilde Santos, David Fernández Llorca
Language Models for Automatic Distribution of Review Notes in Movie Production. IDEAL (2023)
Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos
Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms. IDEAL (2023)
Jesús Enrique Sierra-García, Matilde Santos
Deep learning and fuzzy logic to implement a hybrid wind turbine pitch control. Neural Comput. Appl. 34 (13) (2022)
Verónica Aubin, Marco Mora, Matilde Santos
A new approach for writer verification based on segments of handwritten graphemes. Log. J. IGPL 30 (6) (2022)
Jon Rengel, Matilde Santos, Ravi Pandit
EfficientNet Architecture Family Analysis on Railway Track Defects. IDEAL (2022)
Javier Echeto, Matilde Santos, Manuel G. Romana
Automated vehicles in swarm configuration: Simulation and analysis. Neurocomputing 501 (2022)
Jesús Enrique Sierra-García, Matilde Santos, Ravi Pandit
Wind turbine pitch reinforcement learning control improved by PID regulator and learning observer. Eng. Appl. Artif. Intell. 111 (2022)
Felipe Barreno, Manuel G. Romana, Matilde Santos
Fuzzy expert system for road type identification and risk assessment of conventional two-lane roads. Expert Syst. J. Knowl. Eng. 39 (9) (2022)
Felipe Barreno, Matilde Santos, Manuel G. Romana
Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural Networks. SOCO (2022)
Jesús Enrique Sierra-García, Matilde Santos
Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch Control. HAIS (2022)
Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPT. SOCO (2022)
Juan Tecedor Roa, Carlos Serrano, Matilde Santos, Jesús Enrique Sierra-García
Identification of Variables of a Floating Wind Turbine Prototype. IDEAL (2022)
Mikel Serrano, Jesús Enrique Sierra-García, Matilde Santos, Giordy Alexander Andrade
Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated Annealing. SOCO (2022)
Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic Algorithms. SOCO (2022)
Giordy Alexander Andrade Aimara, Segundo Esteban San Román, Matilde Santos
Control Tuning by Genetic Algorithm of a Low Scale Model Wind Turbine. SOCO (2022)
Jesús Enrique Sierra-García, Matilde Santos
Wind Turbines Control Optimization: A Problem-Driven Proposal to Learn Genetic Algorithms. CISIS-ICEUTE (2021)
Jesús Enrique Sierra-García, Matilde Santos
Improving Wind Turbine Pitch Control by Effective Wind Neuro-Estimators. IEEE Access 9 (2021)
Jesús Enrique Sierra-García, Matilde Santos
Intelligent control of an UAV with a cable-suspended load using a neural network estimator. Expert Syst. Appl. 183 (2021)
Jesús Enrique Sierra-García, Marcos Millán, Matilde Santos
Iterative Obstacle Avoidance Algorithm for Mobile Robots. SOCO (2021)
César Guevara, Matilde Santos
Intelligent models for movement detection and physical evolution of patients with hip surgery. Log. J. IGPL 29 (6) (2021)
Elías Plaza, Matilde Santos
Knowledge based approach to ground refuelling optimization of commercial airplanes. Expert Syst. J. Knowl. Eng. 38 (2) (2021)
Rodrigo Naranjo, Matilde Santos, Luis Garmendia
A convolution-based distance measure for fuzzy singletons and its application in a pattern recognition problem. Integr. Comput. Aided Eng. 28 (1) (2021)
Jesús Enrique Sierra-García, Matilde Santos
Wind Turbine Modelling Based on Neural Networks: A First Approach. IDEAL (2021)
Pablo Díez-Arrizabalaga, César Hernández-Hernández, Matilde Santos
Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural Networks. SOCO (2021)
Mikel Rico Abajo, Jesús Enrique Sierra-García, Matilde Santos
Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following Robot. SOCO (2021)
Jesús Enrique Sierra-García, Matilde Santos
Switched learning adaptive neuro-control strategy. Neurocomputing 452 (2021)
Carlos Serrano-Barreto, Cristina Leonard, Matilde Santos
LSTM Neural Network Modeling of Wind Speed and Correlation Analysis of Wind and Waves. IDEAL (2021)
Benoit Barbe, Segundo Esteban, Matilde Santos, Christophe Pasquier
Experience of a Lifetime: Erasmus+ Traineeship Mobility on a Wind Energy Project. CISIS-ICEUTE (2021)
Carlos L. Serrano-Barreto, Jesús Enrique Sierra-García, Matilde Santos
Intelligent Hybrid Controllers for the Blade Angle of Floating Wind Turbines. SOCO (2021)
Marcos Millán, Jesús Enrique Sierra-García, Matilde Santos
Generation of Restricted Zones for AGVs Routes by Clustering Algorithms. SOCO (2021)
Montserrat Sacie, Rafael López, Matilde Santos
Exploratory Data Analysis of Wind and Waves for Floating Wind Turbines in Santa María, California. IDEAL (2) (2020)
Jesús Enrique Sierra, Matilde Santos
Corrigendum to "Wind and Payload Disturbance Rejection Control Based on Adaptive Neural Estimators: Application on Quadrotors". Complex. 2020 (2020)
Jesús Enrique Sierra-García, Matilde Santos
Mechatronic Modelling of Industrial AGVs: A Complex System Architecture. Complex. 2020 (2020)
Javier Echeto, Manuel G. Romana, Matilde Santos
Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist Simulation. SOCO (2020)
Jesús Enrique Sierra-García, Matilde Santos
Control of Industrial AGV Based on Reinforcement Learning. SOCO (2020)
Verónica Aubin, Matilde Santos, Marco Mora
Off-Line Writer Verification Using Segments of Handwritten Samples and SVM. CISIS (2020)
César Guevara, Matilde Santos
Crime Prediction for Patrol Routes Generation Using Machine Learning. CISIS (2020)
Francisco Manuel García-Álvarez, Matilde Santos
Educational-Oriented Mobile Robot: Hidden Lessons. ICEUTE (2020)
Jesús Enrique Sierra-García, Matilde Santos
Wind Turbine Pitch Control First Approach Based on Reinforcement Learning. IDEAL (2) (2020)
Jesús Enrique Sierra-García, Matilde Santos
Performance Analysis of a Wind Turbine Pitch Neurocontroller with Unsupervised Learning. Complex. 2020 (2020)
Alfredo Pintado, Matilde Santos
A First Approach to Path Planning Coverage with Multi-UAVs. SOCO (2020)
Felipe Barreno, Matilde Santos, Manuel G. Romana
Fuzzy-Logic Based Identification of Conventional Two-Lane Roads. SOCO (2020)
Jesús Enrique Sierra-García, Matilde Santos
Wind Turbine Pitch Control with an RBF Neural Network. SOCO (2020)
Carlos Serrano-Barreto, Matilde Santos
Intelligent Fuzzy Optimized Control for Energy Extraction in Large Wind Turbines. IDEAL (2) (2020)
Jesús Enrique Sierra, Matilde Santos
Wind and Payload Disturbance Rejection Control Based on Adaptive Neural Estimators: Application on Quadrotors. Complex. 2019 (2019)
Juan Carlos Rojas Thomas, Marco Mora, Matilde Santos
Neural networks ensemble for automatic DNA microarray spot classification. Neural Comput. Appl. 31 (7) (2019)
Jesús Enrique Sierra, Matilde Santos, Juan G. Victores
Neural Controller of UAVs with Inertia Variations. IDEAL (2) (2019)
D. Marón, Matilde Santos
Wave and Viscous Resistance Estimation by NN. IDEAL (2) (2019)
Jesús Enrique Sierra, Matilde Santos
Disturbances Based Adaptive Neuro-Control for UAVs: A First Approach. SOCO-CISIS-ICEUTE (2018)
César Guevara, Matilde Santos, Janio Jadán
Movement Detection Algorithm for Patients with Hip Surgery. SOCO-CISIS-ICEUTE (2018)
Rodrigo Naranjo, Matilde Santos
New Fuzzy Singleton Distance Measurement by Convolution. IDEAL (1) (2018)
Matilde Santos, Nicolás Antequera
Genetic Simulation Tool for the Robustness Optimization of Controllers. SOCO-CISIS-ICEUTE (2018)
Zhengya Zhang, Matilde Santos
Optimizing a Fuzzy Equivalent Sliding Mode Control Applied to Servo Drive Systems. SOCO-CISIS-ICEUTE (2018)
Jesús Enrique Sierra, Matilde Santos
Modelling engineering systems using analytical and neural techniques: Hybridization. Neurocomputing 271 (2018)
Rodrigo Naranjo, Javier Arroyo, Matilde Santos
Fuzzy modeling of stock trading with fuzzy candlesticks. Expert Syst. Appl. 93 (2018)
Víctor San Juan, Matilde Santos, José Manuel Andújar
Intelligent UAV Map Generation and Discrete Path Planning for Search and Rescue Operations. Complex. 2018 (2018)
César Guevara, Matilde Santos, Victoria López
Data leakage detection algorithm based on task sequences and probabilities. Knowl. Based Syst. 120 (2017)
Juan Carlos Rojas Thomas, Matilde Santos, Marco Mora
New internal index for clustering validation based on graphs. Expert Syst. Appl. 86 (2017)
César Guevara, Matilde Santos, Victoria López
Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree. SOCO-CISIS-ICEUTE (2016)
Rodrigo Naranjo, Matilde Santos
Fuzzy Candlesticks Forecasting Using Pattern Recognition for Stock Markets. SOCO-CISIS-ICEUTE (2016)
Sergio Martín, Manuel G. Romana, Matilde Santos
Fuzzy model of vehicle delay to determine the level of service of two-lane roads. Expert Syst. Appl. 54 (2016)
Ernesto Aranda-Escolástico, María Guinaldo, Matilde Santos, Sebastián Dormido
Control of a Chain Pendulum: A fuzzy logic approach. Int. J. Comput. Intell. Syst. 9 (2) (2016)
Oscar Hernández Uribe, Matilde Santos, María C. García-Alegre, Domingo Guinea
A context-awareness architecture for managing thermal energy in an nZEB building. ISC2 (2015)
Oscar Hernández Uribe, Juan Pablo San Martin, María C. García-Alegre, Matilde Santos, Domingo Guinea
Smart Building: Decision Making Architecture for Thermal Energy Management. Sensors 15 (11) (2015)
Jesús Enrique Sierra, Matilde Santos
Adaptive Neural Control-Oriented Models of Unmanned Aerial Vehicles. SOCO (2015)
Rodrigo Naranjo, Albert Meco, Javier Arroyo, Matilde Santos
An Intelligent Trading System with Fuzzy Rules and Fuzzy Capital Management. Int. J. Intell. Syst. 30 (8) (2015)
Matilde Santos, José Antonio Martín H., Victoria López, Guillermo Botella
Dyna-H: A heuristic planning reinforcement learning algorithm applied to role-playing game strategy decision systems. Knowl. Based Syst. 32 (2012)
Antonia Macedo-Cruz, Gonzalo Pajares, Matilde Santos, Isidro Villegas-Romero
Crops after Frost Damage. Sensors 11 (6) (2011)
Matilde Santos, José Antonio Martín H., Victoria López
Dyna-H: a heuristic planning reinforcement learning algorithm applied to role-playing-game strategy decision systems CoRR (2011)
Guillermo Botella, José Antonio Martín H., Matilde Santos, Uwe Meyer-Baese
FPGA-Based Multimodal Embedded Sensor System Integrating Low- and Mid-Level Vision. Sensors 11 (8) (2011)
Moises Leon, Juan Manuel Gutiérrez-Salgado, Lorenzo Leija, Roberto Muñoz, Jesús Manuel de la Cruz, Matilde Santos
Multiclass motion identification using myoelectric signals and Support Vector machines. NaBIC (2011)
Victoria López, Matilde Santos, Javier Montero
Fuzzy Specification in Real Estate Market Decision Making. Int. J. Comput. Intell. Syst. 3 (1) (2010)
Gonzalo Farias, Matilde Santos, Victoria López
Making decisions on brain tumor diagnosis by soft computing techniques. Soft Comput. 14 (12) (2010)
Victoria López, Matilde Santos, Pablo Esteve, David Roldán, Juan C. de Mendoza
Practical applications of Intelligent Systems: An E-learning platforms recommender. ISKE (2010)
Matilde Santos, Victoria López, Franciso Morata
Intelligent fuzzy controller of a quadrotor. ISKE (2010)
Joshué Pérez, Agustín Gajate, Vicente Milanés Montero, Enrique Onieva, Matilde Santos
Design and implementation of a neuro-fuzzy system for longitudinal control of autonomous vehicles. FUZZ-IEEE (2010)
Gonzalo Farias, Matilde Santos, Victoria López
Brain tumour diagnosis with Wavelets and Support Vector Machines. ISKE (2008)
Matilde Santos, R. López, Jesús Manuel de la Cruz
A neuro-fuzzy approach to fast ferry vertical motion modelling. Eng. Appl. Artif. Intell. 19 (3) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matilde Santos