Matilde Santos

122 papers B 1C 8Misc 9Journal 47Unranked 57

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Probabilistic evaluation for early wind turbine yaw misalignment detection. Reliab. Eng. Syst. Saf. Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
2025	—	`conf`	A Computational Framework for Emotion-Sensitive Behavioral Metrics Using a Gamified Task. IDEAL (1) Diego Riofrío-Luzcando, Miguel De Andrés, Victoria López, Matilde Santos, Diego Urgelés
2025	J	`jnl`	Combination of fuzzy control and reinforcement learning for wind turbine pitch control. Log. J. IGPL Jesús Enrique Sierra-García, Matilde Santos
2025	—	`conf`	Exponential and Quadratic State Discretizations for Wind Turbine Collective Pitch Control Based on Q-Learning. IDEAL (1) A. Gil Maciá, Jesús Enrique Sierra-García, Matilde Santos
2025	—	`conf`	Integrating Physical Laws and Deep Learning: A Comparative Study of CNN and LSTM PINNs for Wind Energy. IDEAL (1) Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Nathalia Michelle Peralta Vásconez
2025	J	`jnl`	Neural Network-Based Capital Management for Bitcoin Trading: A Risk-Aware Expert System for Investment Strategy Optimization. Inf. Pedro Gabana, Matilde Santos
2025	J	`jnl`	Publisher Correction: Cross-Dataset Analysis of Language Models for Generalised Multi-label Review Note Distribution in Animated Productions. Int. J. Comput. Intell. Syst. Diego Garcés, Matilde Santos, David Fernández Llorca
2024	J	`jnl`	A novel adaptive vehicle speed recommender fuzzy system for autonomous vehicles on conventional two-lane roads. Expert Syst. J. Knowl. Eng. Felipe Barreno, Matilde Santos, Manuel G. Romana
2024	J	`jnl`	AGV fuzzy control optimized by genetic algorithms. Log. J. IGPL Jesús Enrique Sierra-García, Matilde Santos
2024	—	`conf`	Affordable Wind Power Forecasting: Implementing LSTM Networks on Low-Cost Hardware Platforms for Enhanced Energy Management. SOCO (2) Mario Peñacoba, Pablo-Andrés Buestán-Andrade, Jesús Enrique Sierra-García, Matilde Santos, Antonio Ruano
2024	J	`jnl`	Combining reinforcement learning and conventional control to improve automatic guided vehicles tracking of complex trajectories. Expert Syst. J. Knowl. Eng. Jesús Enrique Sierra-García, Matilde Santos
2024	—	`conf`	Data Analysis and Anomaly Detection in a Wind Farm with k-Nearest Neighbors. IDEAL (2) Bassel Weiss, Segundo Esteban, Matilde Santos
2024	—	`conf`	Development of a Database for Convolutional Neural Networks Simulating CFD Analysis. IDEAL (2) Fernando Herrera-Marín, Jesús Enrique Sierra-García, Matilde Santos
2024	J	`jnl`	Explainable anomaly detection in spacecraft telemetry. Eng. Appl. Artif. Intell. Sara Cuellar, Matilde Santos, Fernando Alonso, Ernesto Fábregas, Gonzalo Farias
2024	J	`jnl`	Federated Discrete Reinforcement Learning for Automatic Guided Vehicle Control. Future Gener. Comput. Syst. Jesús Enrique Sierra-García, Matilde Santos
2024	—	`conf`	First Approach of an Electromechanical Fuzzy Logic Controller for MPPT Wind Turbine Control. SOCO (2) Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2024	J	`jnl`	Machine learning Ethereum cryptocurrency prediction and knowledge-based investment strategies. Knowl. Based Syst. Adrián Viéitez Mariño, Matilde Santos, Rodrigo Naranjo
2024	J	`jnl`	Management and intelligent control of in-flight fuel distribution in a commercial aircraft. Expert Syst. J. Knowl. Eng. Elías Plaza, Matilde Santos
2024	J	`jnl`	Trajectory Tracking Nonlinear Hybrid Control of Automated Guided Vehicles. Complex. Antonio Sánchez-Rodríguez, Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023	Misc	`conf`	Comparison of Deep Reinforcement Learning Path-Following System Based on Road Geometry and an Adaptive Cruise Control for Autonomous Vehicles. HAIS Felipe Barreno, Matilde Santos, Manuel G. Romana
2023	—	`conf`	Comparison of LSTM, GRU and Transformer Neural Network Architecture for Prediction of Wind Turbine Variables. SOCO (2) Pablo-Andrés Buestán-Andrade, Matilde Santos, Jesús Enrique Sierra-García, Juan-Pablo Pazmiño-Piedra
2023	—	`conf`	First Approach of an Intelligent Automatic System for Aircraft Flap/Slat Positioning. SOCO (1) Elías Plaza, Matilde Santos, Jesús Enrique Sierra-García
2023	—	`conf`	Forecasting of Wind Turbine Synthetic Signals Based on Nonlinear Autoregressive Networks. AIAI (2) Cristian Blanco, Jesús Enrique Sierra-García, Matilde Santos
2023	J	`jnl`	GBNN algorithm enhanced by movement planner for UV-C disinfection. Expert Syst. J. Knowl. Eng. Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
2023	—	`conf`	Generation of Optimum Frenet Curves by Genetic Algorithms for AGVs. AIAI (2) Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023	J	`jnl`	Glasius bio-inspired neural networks based UV-C disinfection path planning improved by preventive deadlock processing algorithm. Adv. Eng. Softw. Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos
2023	C	`conf`	Glide Ratio Optimization for Wind Turbine Airfoils Based on Genetic Algorithms. IDEAL Jinane Radi, Abdelouahed Djebli, Jesús Enrique Sierra-García, Matilde Santos
2023	—	`conf`	Keeping Safe Distance from Obstacles for Autonomous Vehicles by Genetic Algorithms. SOCO (2) Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2023	C	`conf`	Language Models for Automatic Distribution of Review Notes in Movie Production. IDEAL Diego Garcés, Matilde Santos, David Fernández Llorca
2023	—	`conf`	MPPT Control in an Offshore Wind Turbine Optimized with Genetic Algorithms and Unsupervised Neural Networks. AIAI (2) Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2023	—	`conf`	Modelling and Simulation of Wind Energy Systems: Learning-by-Doing in a Master's Course. CISIS-ICEUTE Lía García-Pérez, Matilde Santos
2023	C	`conf`	Prediction and Uncertainty Estimation in Power Curves of Wind Turbines Using ε-SVR. IDEAL Miguel Ángel García-Vaca, Jesús Enrique Sierra-García, Matilde Santos
2023	—	`conf`	Process Improvement: A Case Study to Reduce Operational Inaccuracies of Tin Can and Metal Sheet Fabrication Company Using ProModel Simulation. IEEM Kristina Marie Abad, Mac Friedrich Dantes, Antonio Mari Garcia, Carlo Gonzales, John Matthew Halog, Kobe Bryan Madalang, Matilde Santos, Maricar M. Navarro, Arriane Palisoc, Juan Miguel Dinglasan
2023	—	`conf`	Text Classification for Automatic Distribution of Review Notes in Movie Production. SOCO (1) Diego Garcés, Matilde Santos, David Fernández Llorca
2023	—	`conf`	Vehicle Warning System Based on Road Curvature Effect Using CNN and LSTM Neural Networks. SOCO (2) Felipe Barreno, Matilde Santos, Manuel G. Romana
2023	J	`jnl`	Wind turbine maximum power point tracking control based on unsupervised neural networks. J. Comput. Des. Eng. Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2022	J	`jnl`	A new approach for writer verification based on segments of handwritten graphemes. Log. J. IGPL Verónica Aubin, Marco Mora, Matilde Santos
2022	—	`conf`	Abnormal Driving Behavior Identification Based on Naturalistic Driving Data Using LSTM Recurrent Neural Networks. SOCO Felipe Barreno, Matilde Santos, Manuel G. Romana
2022	J	`jnl`	Automated vehicles in swarm configuration: Simulation and analysis. Neurocomputing Javier Echeto, Matilde Santos, Manuel G. Romana
2022	Misc	`conf`	Combination of Neural Networks and Reinforcement Learning for Wind Turbine Pitch Control. HAIS Jesús Enrique Sierra-García, Matilde Santos
2022	—	`conf`	Complementing Direct Speed Control with Neural Networks for Wind Turbine MPPT. SOCO Eduardo Muñoz Palomeque, Jesús Enrique Sierra-García, Matilde Santos
2022	—	`conf`	Control Tuning by Genetic Algorithm of a Low Scale Model Wind Turbine. SOCO Giordy Alexander Andrade Aimara, Segundo Esteban San Román, Matilde Santos
2022	J	`jnl`	Deep learning and fuzzy logic to implement a hybrid wind turbine pitch control. Neural Comput. Appl. Jesús Enrique Sierra-García, Matilde Santos
2022	C	`conf`	EfficientNet Architecture Family Analysis on Railway Track Defects. IDEAL Jon Rengel, Matilde Santos, Ravi Pandit
2022	—	`conf`	Evaluation of an Interactive Guide for Robotics Self-learning. CISIS-ICEUTE Álvaro Ovejero, Jesús Enrique Sierra-García, Matilde Santos
2022	J	`jnl`	Fuzzy expert system for road type identification and risk assessment of conventional two-lane roads. Expert Syst. J. Knowl. Eng. Felipe Barreno, Manuel G. Romana, Matilde Santos
2022	C	`conf`	Identification of Variables of a Floating Wind Turbine Prototype. IDEAL Juan Tecedor Roa, Carlos Serrano, Matilde Santos, Jesús Enrique Sierra-García
2022	—	`conf`	Optimization of Trajectory Generation for Automatic Guided Vehicles by Genetic Algorithms. SOCO Eduardo Bayona, Jesús Enrique Sierra-García, Matilde Santos
2022	—	`conf`	Pitch-Based Wind Turbine Tower Vibration Damping Optimized by Simulated Annealing. SOCO Mikel Serrano, Jesús Enrique Sierra-García, Matilde Santos, Giordy Alexander Andrade
2022	J	`jnl`	Wind turbine pitch reinforcement learning control improved by PID regulator and learning observer. Eng. Appl. Artif. Intell. Jesús Enrique Sierra-García, Matilde Santos, Ravi Pandit
2021	J	`jnl`	A convolution-based distance measure for fuzzy singletons and its application in a pattern recognition problem. Integr. Comput. Aided Eng. Rodrigo Naranjo, Matilde Santos, Luis Garmendia
2021	—	`conf`	Descent of a Suborbital Rocket: A Simulation Case Study Using CFD, Parametric Models and Neural Networks. SOCO Pablo Díez-Arrizabalaga, César Hernández-Hernández, Matilde Santos
2021	—	`conf`	Evolutive Tuning Optimization of a PID Controller for Autonomous Path-Following Robot. SOCO Mikel Rico Abajo, Jesús Enrique Sierra-García, Matilde Santos
2021	—	`conf`	Experience of a Lifetime: Erasmus+ Traineeship Mobility on a Wind Energy Project. CISIS-ICEUTE Benoit Barbe, Segundo Esteban, Matilde Santos, Christophe Pasquier
2021	—	`conf`	Fuzzy Logic System for Risk and Energy Efficiency Estimation of Driving Maneuvers. CISIS-ICEUTE Felipe Barreno, Matilde Santos, Manuel G. Romana
2021	—	`conf`	Generation of Restricted Zones for AGVs Routes by Clustering Algorithms. SOCO Marcos Millán, Jesús Enrique Sierra-García, Matilde Santos
2021	J	`jnl`	Improving Wind Turbine Pitch Control by Effective Wind Neuro-Estimators. IEEE Access Jesús Enrique Sierra-García, Matilde Santos
2021	—	`conf`	Intelligent Hybrid Controllers for the Blade Angle of Floating Wind Turbines. SOCO Carlos L. Serrano-Barreto, Jesús Enrique Sierra-García, Matilde Santos
2021	J	`jnl`	Intelligent control of an UAV with a cable-suspended load using a neural network estimator. Expert Syst. Appl. Jesús Enrique Sierra-García, Matilde Santos
2021	J	`jnl`	Intelligent models for movement detection and physical evolution of patients with hip surgery. Log. J. IGPL César Guevara, Matilde Santos
2021	—	`conf`	Iterative Obstacle Avoidance Algorithm for Mobile Robots. SOCO Jesús Enrique Sierra-García, Marcos Millán, Matilde Santos
2021	J	`jnl`	Knowledge based approach to ground refuelling optimization of commercial airplanes. Expert Syst. J. Knowl. Eng. Elías Plaza, Matilde Santos
2021	C	`conf`	LSTM Neural Network Modeling of Wind Speed and Correlation Analysis of Wind and Waves. IDEAL Carlos Serrano-Barreto, Cristina Leonard, Matilde Santos
2021	J	`jnl`	Switched learning adaptive neuro-control strategy. Neurocomputing Jesús Enrique Sierra-García, Matilde Santos
2021	C	`conf`	Wind Turbine Modelling Based on Neural Networks: A First Approach. IDEAL Jesús Enrique Sierra-García, Matilde Santos
2021	—	`conf`	Wind Turbines Control Optimization: A Problem-Driven Proposal to Learn Genetic Algorithms. CISIS-ICEUTE Jesús Enrique Sierra-García, Matilde Santos
2020	—	`conf`	A First Approach to Path Planning Coverage with Multi-UAVs. SOCO Alfredo Pintado, Matilde Santos
2020	—	`conf`	Control of Industrial AGV Based on Reinforcement Learning. SOCO Jesús Enrique Sierra-García, Matilde Santos
2020	J	`jnl`	Corrigendum to "Wind and Payload Disturbance Rejection Control Based on Adaptive Neural Estimators: Application on Quadrotors". Complex. Jesús Enrique Sierra, Matilde Santos
2020	Misc	`conf`	Crime Prediction for Patrol Routes Generation Using Machine Learning. CISIS César Guevara, Matilde Santos
2020	—	`conf`	Educational-Oriented Mobile Robot: Hidden Lessons. ICEUTE Francisco Manuel García-Álvarez, Matilde Santos
2020	—	`conf`	Exploratory Data Analysis of Wind and Waves for Floating Wind Turbines in Santa María, California. IDEAL (2) Montserrat Sacie, Rafael López, Matilde Santos
2020	—	`conf`	Fuzzy-Logic Based Identification of Conventional Two-Lane Roads. SOCO Felipe Barreno, Matilde Santos, Manuel G. Romana
2020	—	`conf`	Intelligent Fuzzy Optimized Control for Energy Extraction in Large Wind Turbines. IDEAL (2) Carlos Serrano-Barreto, Matilde Santos
2020	J	`jnl`	Mechatronic Modelling of Industrial AGVs: A Complex System Architecture. Complex. Jesús Enrique Sierra-García, Matilde Santos
2020	Misc	`conf`	Off-Line Writer Verification Using Segments of Handwritten Samples and SVM. CISIS Verónica Aubin, Matilde Santos, Marco Mora
2020	J	`jnl`	Performance Analysis of a Wind Turbine Pitch Neurocontroller with Unsupervised Learning. Complex. Jesús Enrique Sierra-García, Matilde Santos
2020	—	`conf`	Swarm Modelling Considering Autonomous Vehicles for Traffic Jam Assist Simulation. SOCO Javier Echeto, Manuel G. Romana, Matilde Santos
2020	—	`conf`	Wind Turbine Pitch Control First Approach Based on Reinforcement Learning. IDEAL (2) Jesús Enrique Sierra-García, Matilde Santos
2020	—	`conf`	Wind Turbine Pitch Control with an RBF Neural Network. SOCO Jesús Enrique Sierra-García, Matilde Santos
2019	—	`conf`	Neural Controller of UAVs with Inertia Variations. IDEAL (2) Jesús Enrique Sierra, Matilde Santos, Juan G. Victores
2019	J	`jnl`	Neural networks ensemble for automatic DNA microarray spot classification. Neural Comput. Appl. Juan Carlos Rojas Thomas, Marco Mora, Matilde Santos
2019	—	`conf`	Wave and Viscous Resistance Estimation by NN. IDEAL (2) D. Marón, Matilde Santos
2019	J	`jnl`	Wind and Payload Disturbance Rejection Control Based on Adaptive Neural Estimators: Application on Quadrotors. Complex. Jesús Enrique Sierra, Matilde Santos
2018	—	`conf`	Disturbances Based Adaptive Neuro-Control for UAVs: A First Approach. SOCO-CISIS-ICEUTE Jesús Enrique Sierra, Matilde Santos
2018	J	`jnl`	Fuzzy modeling of stock trading with fuzzy candlesticks. Expert Syst. Appl. Rodrigo Naranjo, Javier Arroyo, Matilde Santos
2018	—	`conf`	Genetic Simulation Tool for the Robustness Optimization of Controllers. SOCO-CISIS-ICEUTE Matilde Santos, Nicolás Antequera
2018	J	`jnl`	Intelligent UAV Map Generation and Discrete Path Planning for Search and Rescue Operations. Complex. Víctor San Juan, Matilde Santos, José Manuel Andújar
2018	J	`jnl`	Modelling engineering systems using analytical and neural techniques: Hybridization. Neurocomputing Jesús Enrique Sierra, Matilde Santos
2018	—	`conf`	Movement Detection Algorithm for Patients with Hip Surgery. SOCO-CISIS-ICEUTE César Guevara, Matilde Santos, Janio Jadán
2018	—	`conf`	New Fuzzy Singleton Distance Measurement by Convolution. IDEAL (1) Rodrigo Naranjo, Matilde Santos
2018	—	`conf`	Optimizing a Fuzzy Equivalent Sliding Mode Control Applied to Servo Drive Systems. SOCO-CISIS-ICEUTE Zhengya Zhang, Matilde Santos
2017	J	`jnl`	Data leakage detection algorithm based on task sequences and probabilities. Knowl. Based Syst. César Guevara, Matilde Santos, Victoria López
2017	J	`jnl`	New internal index for clustering validation based on graphs. Expert Syst. Appl. Juan Carlos Rojas Thomas, Matilde Santos, Marco Mora
2016	J	`jnl`	Control of a Chain Pendulum: A fuzzy logic approach. Int. J. Comput. Intell. Syst. Ernesto Aranda-Escolástico, María Guinaldo, Matilde Santos, Sebastián Dormido
2016	—	`conf`	Fuzzy Candlesticks Forecasting Using Pattern Recognition for Stock Markets. SOCO-CISIS-ICEUTE Rodrigo Naranjo, Matilde Santos
2016	J	`jnl`	Fuzzy model of vehicle delay to determine the level of service of two-lane roads. Expert Syst. Appl. Sergio Martín, Manuel G. Romana, Matilde Santos
2016	—	`conf`	Intrusion Detection with Neural Networks Based on Knowledge Extraction by Decision Tree. SOCO-CISIS-ICEUTE César Guevara, Matilde Santos, Victoria López
2015	—	`conf`	A context-awareness architecture for managing thermal energy in an nZEB building. ISC2 Óscar Hernández-Uribe, Matilde Santos, María C. García-Alegre, Domingo Guinea
2015	—	`conf`	Adaptive Neural Control-Oriented Models of Unmanned Aerial Vehicles. SOCO Jesús Enrique Sierra, Matilde Santos
2015	J	`jnl`	An Intelligent Trading System with Fuzzy Rules and Fuzzy Capital Management. Int. J. Intell. Syst. Rodrigo Naranjo, Albert Meco, Javier Arroyo, Matilde Santos
2015	J	`jnl`	Smart Building: Decision Making Architecture for Thermal Energy Management. Sensors Óscar Hernández-Uribe, Juan Pablo San Martin, María C. García-Alegre, Matilde Santos, Domingo Guinea
2012	J	`jnl`	Dyna-H: A heuristic planning reinforcement learning algorithm applied to role-playing game strategy decision systems. Knowl. Based Syst. Matilde Santos, José Antonio Martín H., Victoria López, Guillermo Botella
2011	J	`jnl`	Digital Image Sensor-Based Assessment of the Status of Oat ( Sensors Antonia Macedo-Cruz, Gonzalo Pajares, Matilde Santos, Isidro Villegas-Romero
2011	J	`jnl`	Dyna-H: a heuristic planning reinforcement learning algorithm applied to role-playing-game strategy decision systems CoRR Matilde Santos, José Antonio Martín H., Victoria López
2011	J	`jnl`	FPGA-Based Multimodal Embedded Sensor System Integrating Low- and Mid-Level Vision. Sensors Guillermo Botella, José Antonio Martín H., Matilde Santos, Uwe Meyer-Baese
2011	—	`conf`	Multiclass motion identification using myoelectric signals and Support Vector machines. NaBIC Moises León, Juan Manuel Gutiérrez-Salgado, Lorenzo Leija, Roberto Muñoz, Jesús Manuel de la Cruz, Matilde Santos
2010	B	`conf`	Design and implementation of a neuro-fuzzy system for longitudinal control of autonomous vehicles. FUZZ-IEEE Joshué Pérez, Agustín Gajate, Vicente Milanés Montero, Enrique Onieva, Matilde Santos
2010	J	`jnl`	Fuzzy Specification in Real Estate Market Decision Making. Int. J. Comput. Intell. Syst. Victoria López, Matilde Santos, Javier Montero
2010	Misc	`conf`	Intelligent fuzzy controller of a quadrotor. ISKE Matilde Santos, Victoria López, Franciso Morata
2010	J	`jnl`	Making decisions on brain tumor diagnosis by soft computing techniques. Soft Comput. Gonzalo Farias, Matilde Santos, Victoria López
2010	Misc	`conf`	Practical applications of Intelligent Systems: An E-learning platforms recommender. ISKE Victoria López, Matilde Santos, Pablo Esteve, David Roldán, Juan C. de Mendoza
2008	Misc	`conf`	Brain tumour diagnosis with Wavelets and Support Vector Machines. ISKE Gonzalo Farias, Matilde Santos, Victoria López
2006	C	`conf`	A Helicopter Control based on Eigenstructure Assignment. ETFA Nicolás Antequera, Matilde Santos, Jesús Manuel de la Cruz
2006	J	`jnl`	A neuro-fuzzy approach to fast ferry vertical motion modelling. Eng. Appl. Artif. Intell. Matilde Santos, R. López, Jesús Manuel de la Cruz
2005	—	`conf`	Image Classifier for the TJ-II Thomson Scattering Diagnostic: Evaluation with a Feed Forward Neural Network. IWINAC (2) Gonzalo Farias, Raquel Dormido, Matilde Santos, Natividad Duro
2003	Misc	`conf`	A New Wavelets Image Fusion Strategy. IbPRIA Matilde Santos, Gonzalo Pajares, M. Portela, Jesús Manuel de la Cruz
2003	—	`conf`	A Non-standard Genetic Algorithm Approach to Solve Constrained School Timetabling Problems. EUROCAST Cristina Fernández, Matilde Santos
2003	—	`conf`	Simulation of working procedures in a distribution centre. ETFA (1) Matilde Santos, Jesús Manuel de la Cruz
1995	—	`conf`	Tuning of Fuzzy Controllers: Applications of the Relay Method. EUROSIM Matilde Santos, Sebastián Dormido, Jesús Manuel de la Cruz, José Antonio López Orozco
1994	—	`conf`	Tuning Fuzzy Logic Controllers by Classical Techniques. CAST Matilde Santos, Sebastián Dormido, Angel Pérez de Madrid, Fernando Morilla, Jesús Manuel de la Cruz
1993	Misc	`conf`	Towards More Realistic Self Contained Models of Neurons: High-Order, Recurrence and Local Learning. IWANN José Mira, Ana E. Delgado García, José R. Álvarez, Angel Pérez de Madrid, Matilde Santos