Supervised theses (149) Theses supervised by Singular centre members

2024

  1. 3D pointcloud processing using artificial intelligence and high performance computing techniques

    Esmorís Pena, Alberto Manuel

    Supervised by DAVID LOPEZ VILARIÑO y FRANCISCO MANUEL FERNANDEZ RIVERA
  2. A holistic perspective on designing and evaluating explainable AI models: from white-box additive models to post-hoc explanations for black-box models

    Mariotti, Ettore

    Supervised by JOSE MARIA ALONSO MORAL
  3. Design of segmentation algorithms to recognize interested cells in microscopy biological images

    Almoutaz Mamdooh Ahmad, Mbaidin

    Supervised by EVA CERNADAS GARCIA
  4. HPC solutions for ALS point cloud processing in pathfinding and powerline detection and characterization

    Yermo García, Miguel

    Supervised by FRANCISCO MANUEL FERNANDEZ RIVERA y ANSELMO TOMAS FERNANDEZ PENA
  5. High-performant and easy-to-use solutions for complex parallel problems

    Álvarez Martínez, Millán

    Supervised by JOSE CARLOS CABALEIRO DOMINGUEZ
  6. Narrativas culturais sobre Santiago de Compostela: técnicas de análise automática mediante Processamento de Linguagem Natural

    Sotelo Docío, Susana

    Supervised by PABLO GAMALLO OTERO y EMILIO V. CARRAL VILARIÑO
  7. Process-to-Text: A Framework for the Automatic Generation of Natural Language Descriptions of Processes

    Fontenla Seco, Yago

    Supervised by ALBERTO JOSE BUGARIN DIZ y MANUEL LAMA PENIN

2023

  1. Argumentative Conversational Agents for Explainable Artificial Intelligence

    Stepin, Ilia

    Supervised by JOSE MARIA ALONSO MORAL y ALEJANDRO CATALA BOLOS
  2. Conformance Checking-based Concept Drift Detection in Process Mining

    Gallego Fontenla, Víctor José

    Supervised by MANUEL LAMA PENIN y JUAN CARLOS VIDAL AGUIAR
  3. Deep Learning Models for Predictive Monitoring of Business Processes

    Rama Maneiro, Efrén

    Supervised by MANUEL LAMA PENIN y JUAN CARLOS VIDAL AGUIAR
  4. Desarrollo de nuevas arquitecturas de células solares verticales para ultra-altos niveles de concentración

    OUTES CASTRO, CELIA

    Supervised by ANTONIO JESUS GARCIA LOUREIRO
  5. Dynamic workload optimisation on NUMA and heterogeneous architectures

    Rubén Laso Rodríguez

    Supervised by JOSE CARLOS CABALEIRO DOMINGUEZ y ANSELMO TOMAS FERNANDEZ PENA
  6. Efficient query over large datasets of analytical chemistry

    Luaces Cachaza, David

    Supervised by JOSE RAMON RIOS VIQUEIRA y ANSELMO TOMAS FERNANDEZ PENA
  7. Estudio estadístico de fluctuaciones en transistores MOSFET multipuerta ultraescalados

    García Fernández, Julián

    Supervised by ANTONIO JESUS GARCIA LOUREIRO y NATALIA SEOANE IGLESIAS
  8. Estudio y optimización de herramientas numéricas para simulación de dispositivos semiconductores

    Espiñeira Deus, Gabriel

    Supervised by ANTONIO JESUS GARCIA LOUREIRO y NATALIA SEOANE IGLESIAS
  9. Techniques for the extraction of spatial and spectral information in the supervised classification of hyperspectral imagery for land-cover applications

    Álvaro Acción Montes

    Supervised by DORA BLANCO HERAS y FRANCISCO SANTIAGO ARGÜELLO PEDREIRA
  10. Technologies for extracting and analysing the credibility of health-related online content

    Fernández Pichel, Marcos

    Supervised by DAVID ENRIQUE LOSADA CARRIL y JUAN CARLOS PICHEL CAMPOS
  11. Two-dimensional visualization of classification and regression problems: automatic prediction of behavior from sensory data in autism spectrum disorder

    Heba Basheer Saeed Alateyat

    Supervised by EVA CERNADAS GARCIA
  12. Técnicas de análisis forense para la evaluación de la privacidad e integridad de la información: navegadores web y ataques de ransomware

    Fernández Fuentes, Xosé

    Supervised by JOSE CARLOS CABALEIRO DOMINGUEZ y ANSELMO TOMAS FERNANDEZ PENA
  13. Visual Multi-Object Tracking through Deep Learning

    Vaquero Otal, Lorenzo

    Supervised by MANUEL FELIPE MUCIENTES MOLINA y VICTOR MANUEL BREA SANCHEZ