Supervised theses (33) Theses supervised by group members

2023

  1. Evolutionary computation for multitask and meta reinforcement learning: new methods and perspectives towards general-purpose Artificial Inteligence

    Martínez Quintana, Aritz David

    Supervised by Javier del Ser Lorente
  2. Aplicación de técnicas de aprendizaje automático y optimización a problemas reales en la industria 4.0

    PARA FERNANDEZ, JESÚS

    Supervised by Javier del Ser Lorente
  3. Intrinsic motivation mechanisms for a better sample efficiency in deep reinforcement learning applied to scenarios with sparse rewards

    ANDRÉS FERNÁNDEZ, ALAIN

    Supervised by Javier del Ser Lorente

2022

  1. On the Design, Implementation and Application of Novel Multi-disciplinary Techniques for explaining Artificial Intelligence Models

    Barredo Arrieta, Alejandro

    Supervised by Javier del Ser Lorente
  2. Damage identification in bridges combining deep learning and computational mechanic

    FERNÁNDEZ NAVAMUEL DEL OLMO, ANA

    Supervised by David Pardo Zubiaur
  3. Deep Learning for Inverting Borehole Resistivity Measurements

    RIVERA GONZALEZ, JON ANDER

    Supervised by Elisabete Alberdi Celaya y David Pardo Zubiaur

2020

  1. Flbeia fisheries management simulation model. Definition of new criteria and guidelines for efficient validation of the model using global sensitivity analysis

    GARCIA RODRIGUEZ, DORLETA

    Supervised by Inmaculada Arostegui Madariaga y Raúl Prellezo Iguaran
  2. Advances on time series analysis using elastic measures of similarity

    Oregui Bravo, Izaskun

    Supervised by Javier del Ser Lorente

2019

  1. Explicit-in-time variational formulations for goal-oriented adaptivity

    MUÑOZ MATUTE, JUDIT

    Supervised by Elisabete Alberdi Celaya y David Pardo Zubiaur
  2. Millimetre wave communications in 5g networks under latency constraints: machine intelligence, application scenarios and perspectives

    PERFECTO DEL AMO, CRISTINA BEGOÑA

    Supervised by Miren Nekane Bilbao Maron y Javier del Ser Lorente
  3. Euskal Autonomia Erkidegoko kolon eta ondesteko minbiziaren baheketa programan parte-hartzean lehen mailako arretak duen rola

    Unanue Arza, Saloa

    Supervised by Inmaculada Arostegui Madariaga

2018

  1. Design and validation of novel methods for long-term road traffic forecasting

    LAÑA AURRECOECHEA, IBAI

    Supervised by Manuel María Vélez Elordi y Javier del Ser Lorente
  2. New perspectives and methods for stream learning in the presence of concept drift

    LOPEZ LOBO, JESUS

    Supervised by Miren Nekane Bilbao Maron y Javier del Ser Lorente
  3. Fast one-dimensional finite element approximation of geophysical measurements

    SHAHRIARI SHOURABI, MOSTAFA

    Supervised by David Pardo Zubiaur
  4. Refined isogeometric analysis: a solver-based discretization method

    GARCIA LOZANO, DANIEL ALFONSO

    Supervised by David Pardo Zubiaur

2017

  1. Runge-Kutta metodo inplizitu sinplektikoen inplementazio eraginkorra, eguzki-sistemaren simulaziorako aplikazioarekin

    ANTOÑANA OTAÑO, MIKEL

    Supervised by Joseba Makazaga Odria y Ander Murua Uria
  2. Hierarchical modelling of patient-reported outcomes data based on the beta-binomial distribution

    Nájera Zuloaga, Josu

    Supervised by Inmaculada Arostegui Madariaga
  3. Goal-oriented adaptivity using unconventional error representations

    DARRIGRAND, VINCENT

    Supervised by David Pardo Zubiaur

2016

  1. Model reduction techniques for the fast inversion of Borehole resistivity Measurements

    ERDOZAIN OLALLA, ARALAR

    Supervised by David Pardo Zubiaur
  2. Validación y reducción de cuestionarios de calidad de vida relacionada con la salud: aplicación de diferentes metodologías

    BILBAO GONZALEZ, AMAIA

    Supervised by Inmaculada Arostegui Madariaga
  3. Metaheuristic approaches for energy efficient production optimisation in manufacturing facilities

    GARCÍA SANTIAGO, CARLOS ALBERTO

    Supervised by Javier del Ser Lorente

2015

  1. hp-Adaptive simulation and inversion of magnetotelluric measurements

    ALVAREZ ARAMBERRI, JULEN

    Supervised by David Pardo Zubiaur
  2. Proposal and validation of methodologies for the categorisation of continuous variables in the development of prediction models

    Barrio Beraza, Irantzu

    Supervised by Inmaculada Arostegui Madariaga
  3. Visibility recovery on images acquired in attenuating media. Application to underwater, fog, and mammographic imaging

    GALDRAN CABELLO, ADRIAN

    Supervised by David Pardo Zubiaur
  4. Advanced machine learning techniques and meta-heuristic optimization for the detection of masquerading attacks in social networks

    Villar Rodríguez, Esther

    Supervised by Javier del Ser Lorente

2014

  1. Resource allocation in systems with time-varying capacity

    ERAUSQUIN RODRIGUEZ, MARTIN

    Supervised by Urtzi Ayesta Morate y Eva Ferreira García
  2. Numerical modelling of cold crucible induction melting (ccim)

    QUINTANA AZPIAZU, ION

    Supervised by Jon Zigor Azpilgain Balerdi y David Pardo Zubiaur
  3. Advanced meta-heuristic approaches and their application to operational optimization in forest wildfire management

    Bilbao Maron, Miren Nekane

    Supervised by Javier del Ser Lorente

2013

  1. Design and application of novel harmony search multi-objective algorithms to practical problems

    MANJARRÉS MARTÍNEZ, DIANA

    Supervised by Javier del Ser Lorente
  2. Reduction of false positives in online outlier detection over time series using ensemble learning

    Iturria Aguinaga, Alaiñe

    Supervised by Javier del Ser Lorente

2012

  1. Joint network-channel coding schemes for relay networks

    Hernáez Arrazola, Mikel

    Supervised by Javier del Ser Lorente

2008

  1. Diseño de constelaciones para el canal gaussiano controladas por los estadísticos de fuentes con memoria basado en la transformada burrows-wheeler

    Loyo Mendivil, María Estíbaliz

    Supervised by Javier del Ser Lorente

2007

  1. Sobre los errores locales y globales de la integración de ecuaciones diferenciales ordinarias mediante métodos de Runge-kuita explícitos

    Makazaga Odria, Joseba

    Supervised by Ander Murua Uria