Teaching
Active
Señales Aleatorias
Grado en Ingeniería de Tecnologías y Sistemas de Telecomunicación
Procesado Avanzado de Señales y Datos
Grado en Ingeniería y Sistemas de Datos
Past
Optimization Techniques for Big Data Analysis
Master's Degree in Signal Theory and Communications
Equipos y Sistemas Audiovisuales
Grado en Ingeniería de Tecnologías y Sistemas de Telecomunicación
Producción Multimedia
Grado en Ingeniería de Tecnologías y Sistemas de Telecomunicación
Deep Generative Models for Survival Analysis and Synthetic Data Generation in Healthcare
Patricia A. Apellániz
Master's Theses — 11 supervised
Development and Implementation of a Financial Market Simulation Environment applied to Investment Policy Formation using Deep Reinforcement Learning
Design and implementation of an efficient navigation system for autonomous underwater vehicles
Design and implementation of a reinforcement learning and evolutionary game theory targeted therapy to fight cancer
Design and implementation of optimal spectrum assignment for cognitive users with reinforcement learning
Analysis and comparison of methods for denoising single-cell RNA sequences based on autoencoders
Design and implementation of deep learning models for applications in vehicle safety
Development and analysis of a Deep Neural Network model for quantifying non-coding DNA functions
Design and implementation of a self-navigation underwater system through Reinforcement Learning
Design and Implementation of a Decentralized Satellite Image Forgery Detection System
Analysis and Implementation of Multiagent Deep Reinforcement Learning Algorithms for Natural Disaster Monitoring with Swarms of Drones
Design and Implementation of an Autonomous Navigation System using Deep Reinforcement Learning
Bachelor's Theses — 1 supervised
Análisis e implementación de sistemas de comunicaciones mediante Autoencoders profundos