Supervised theses (174) Theses supervised by Department members View defended theses

2024

  1. Angular margin-based softmax losses: toward discriminative deep metric learning

    ALIREZAZADEH, PENDAR

    Supervised by FADI DORNAIKA y ABDELMALIK MOUJAHID MOUJAHID
  2. Contributions to natural language processing and hierarchical classification

    MONTENEGRO PORTILLO, CESAR

    Supervised by JOSE ANTONIO LOZANO ALONSO, ROBERTO SANTANA HERMIDA, BORJA CALVO MOLINOS y IÑAKI INZA CANO
  3. Deep learning for bioimage analysis: novel user- and developer-oriented approaches

    FRANCO BARRANCO, DANIEL

    Supervised by IGNACIO ARGANDA CARRERAS
  4. Técnicas bio-inspiradas para el diseño y aplicación de modelos cognitivos en la industria digital

    DIEZ OLIVÁN, ALBERTO

    Supervised by BASILIO SIERRA ARAUJO
  5. Unsupervised learning approaches for disease progression modeling

    ZABALLA LARUMBE, ONINTZE

    Supervised by ARITZ PEREZ MARTINEZ y JOSE ANTONIO LOZANO ALONSO

2023

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

    IRIONDO AZPIRI, ANDER

    Supervised by ELENA LAZKANO ORTEGA
  2. Artificial intelligence-based contributions to the detection of threats against information systems

    MOLINA CORONADO, BORJA

    Supervised by USUE MORI CARRASCAL
  3. Broadening the Horizon of Adversarial Attacks in Deep Learning

    VADILLO JUEGUEN, JON

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

    AGUILAR MORENO, MARINA

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

    LLUVIA HERMOSILLA, IKER

    Supervised by ELENA LAZKANO ORTEGA
  6. 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
  7. Contributions to time series analysis, modelling and forecasting to increase reliability in industrial environments

    GÓMEZ OMELLA, MERITXELL

    Supervised by BASILIO SIERRA ARAUJO
  8. 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
  9. Energia berriztagarri sistemak modelatzeko eta kontrolatzeko ekarpenak

    López Guede, José Manuel

    Supervised by GORKA AZCUNE GALPARSORO
  10. 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
  11. Intelligent road lane mark extraction using a Mobile Mapping System

    IZQUIERDO PÉREZ, ASIER

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

    CAMPOS TEJEDOR, JON ANDER

    Supervised by ENEKO AGIRRE BENGOA, GORKA AZCUNE GALPARSORO y ARANTZA OTEGI USANDIZAGA
  13. 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
  14. Machine learning based anomaly detection for industry 4.0 systems

    VELASQUEZ RENDON, DAVID

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

    BEÑARAN MUÑOZ, IKER

    Supervised by ARITZ PEREZ MARTINEZ