Supervised theses (160) Theses supervised by Department members View defended theses

2023

  1. Advances in flexible manipulation through the application of AI-based techniques

    IRIONDO AZPIRI, ANDER

    Supervised by ELENA LAZKANO ORTEGA
  2. Broadening the Horizon of Adversarial Attacks in Deep Learning

    VADILLO JUEGUEN, JON

    Supervised by ROBERTO SANTANA HERMIDA y JOSE ANTONIO LOZANO ALONSO
  3. Contributions to LiDAR based SLAM and Computational Ethology

    AGUILAR MORENO, MARINA

    Supervised by MANUEL MARIA GRAÑA ROMAY
  4. Contributions to autonomous robust navigation of mobile robots in industrial applications

    LLUVIA HERMOSILLA, IKER

    Supervised by ELENA LAZKANO ORTEGA
  5. Contributions to the mathematical modeling of estimation of distribution algorithms and pseudo-boolean functions

    UNANUE GUAL, IMANOL

    Supervised by JOSE ANTONIO LOZANO ALONSO y MARIA MERINO MAESTRE
  6. Contributions to time series analysis, modelling and forecasting to increase reliability in industrial environments

    GÓMEZ OMELLA, MERITXELL

    Supervised by BASILIO SIERRA ARAUJO
  7. Data-centric Design and Training of Deep Neural Networks with Multiple Data Modalities for Vision-based Perception Systems

    ARANJUELO ANSA, NEREA

    Supervised by IGNACIO ARGANDA CARRERAS
  8. Energia berriztagarri sistemak modelatzeko eta kontrolatzeko ekarpenak

    López Guede, José Manuel

    Supervised by GORKA AZCUNE GALPARSORO
  9. Estrategias de visión por computador para la estimación de pose en el contexto de aplicaciones robóticas industriales: avances en el uso de modelos tanto clásicos como de deep learning en imágenes 2D

    MERINO BERMEJO, IBON

    Supervised by BASILIO SIERRA ARAUJO
  10. Intelligent road lane mark extraction using a Mobile Mapping System

    IZQUIERDO PÉREZ, ASIER

    Supervised by MANUEL MARIA GRAÑA ROMAY y JOSE MANUEL LOPEZ GUEDE
  11. Leveraging Feedback in Conversational Question Answering Systems

    CAMPOS TEJEDOR, JON ANDER

    Supervised by ENEKO AGIRRE BENGOA, GORKA AZCUNE GALPARSORO y ARANTZA OTEGI USANDIZAGA
  12. Machine learning approaches to video activity recognition: from computer vision to signal processing

    RODRIGUEZ MORENO, ITSASO

    Supervised by JOSE MARIA MARTINEZ OTZETA y BASILIO SIERRA ARAUJO
  13. Machine learning based anomaly detection for industry 4.0 systems

    VELASQUEZ RENDON, DAVID

    Supervised by BASILIO SIERRA ARAUJO
  14. On the study of crowdsourced labelled data and annotators: beyond noisy labels

    BEÑARAN MUÑOZ, IKER

    Supervised by ARITZ PEREZ MARTINEZ
  15. On the use of multi-sensor digital traces to discover spatio-temporal human behavioral patterns

    MUÑOZ CANCINO, RICARDO LUIS

    Supervised by MANUEL MARIA GRAÑA ROMAY
  16. Optimization for deep learning systems applied to computer vision

    MONTERO MARTÍN, DAVID

    Supervised by BASILIO SIERRA ARAUJO y NAIARA AGINAKO BENGOA
  17. Optimizing deep neural network deployment for intelligent security video analytics

    ELORDI HIDALGO, UNAI

    Supervised by IGNACIO ARGANDA CARRERAS
  18. Supervised learning in time-dependent environments with performance guarantees

    ÁLVAREZ CASTRO, VERÓNICA

    Supervised by JOSE ANTONIO LOZANO ALONSO
  19. Understanding non-convex optimization problems and stochastic optimization algorithms

    ARZA GONZÁLEZ, ETOR

    Supervised by ARITZ PEREZ MARTINEZ

2022

  1. Advances in Branch-and-Fix methods to solve the Hamiltonian cycle problem in manufacturing optimization

    Murua Etxeberria, Maialen

    Supervised by ROBERTO SANTANA HERMIDA