Theses

2023
Technologies for extracting and analysing the credibility of health-related online content
Deep Learning Models for Predictive Monitoring of Business Processes
Estudio estadístico de fluctuaciones en transistores MOSFET multipuerta ultraescalados
Argumentative Conversational Agents for Explainable Artificial Intelligence
Técnicas de análisis forense para la evaluación de la privacidad e integridad de la información: navegadores web y ataques de ransomware
Visual Multi-Object Tracking through Deep Learning
Efficient Query over Large Datasets of Analytical Chemistry
CONFORMANCE CHECKING-BASED CONCEPT DRIFT DETECTION IN PROCESS MINING
Two-dimensional visualization of classification and regression problems. Automatic prediction of behavior from sensory data in autism spectrum disorder
Dynamic workload optimisation on NUMA and heterogeneous architectures
Techniques for the extraction of spatial and spectral information in the supervised classification of hyperspectral imagery for land-cover applications
DESARROLLO DE NUEVAS ARQUITECTURAS DE CÉLULAS SOLARES VERTICALES PARA ULTRA-ALTOS NIVELES DE CONCENTRACIÓN
Estudio y optimización de herramientas numéricas para simulación de dispositivos semiconductores
2022
Efficient Access to Heterogeneous Environmental Data Repositories Through Linked Data Standards
New technologies to bridge the gap between High Performance Computing (HPC) and Big Data
Contributions on metric spaces with applications in personalized medicine
Spatio-temporal convolutional neural networks for video object detection
Continual federated machine learning under concept drift
LARGE-SCALE CLASSIFICATION BASED ON SUPPORT VECTOR MACHINE
Ultra-low power CMOS circuit design for energy harvesting applications
New neural networks based on extreme learning machine
Fuzzy quantified protoforms for data-to-text systems: a new model with applications
Deep learning for chronological age and sex prediction from dental panoramic radiographs
Agrupamiento dinámico de complejos QRS en tiempo real
2021
Incremental Learning through Unsupervised Adaptation in Video Face Recognition
Parallelization and Optimization of Iterative Solvers On High Performance Architectures
Efficient Registration of Multi and Hyperspectral Remote Sensing Images on GPU
Behavioral-based algorithms for process model simplification
Deep learning based classification techniques for hyperspectral images in real time
Low Power CMOS vision sensor for foreground segmentation
Bases para el diseño y aplicación de una infraestructura de datos espaciales del patrimonio arqueológico
Design of Real-Time Multiple Object Visual Detection and Tracking Systems
2020
From Efficient Airborne LiDAR Data Processing and Classification to 3D Point Cloud Visualisation
Deep Learning for Small Object Detection
Medidas de distância entre línguas baseadas em corpus Aplicação à linguística histórica do galego, português, espanhol e inglês
Ensembles of Choice-based models for Recommender Systems
A framework for evaluating security, trust, and efficiency of sustainable Cloud Computing for Big Data processing
Elaboración dun modelo de argumentación automática baseada en relacións lingüísticas imprecisas: unha contribución á CWW
Estimación do tempo restante en procesos de negocio utilizando información estrutural das trazas.
Motion Planning under Uncertainty for Autonomous Navigation of Mobile Robots and UAVs
Big Data and large-scale Analytics: Efficiency of Sustainable Scalability and Security of Centralized Clouds and Edge Deployment Architectures
2019
Indoor positioning for smartphones without infrastructure and user adaptable (doctorado industrial)
A Bayesian approach to simultaneously characterize the stochastic and deterministic components of a system
DISEÑO Y OPTIMIZACIÓN DE UNA INFRAESTRUCTURA COMPUTACIONAL BASADA EN LA NUBE
From line matching to 3D abstraction
Improving design smell detection for adoption in industry
Light Micro-Energy Harvesting in Standard CMOS Technologies
Multimodal and Multidimensional Geodata Interaction and Visualization
Gesture recognition system application to early childhood education
2018
Corpus-based Construction of Sentiment Lexicon to Identify Extreme Opinions by Supervised and Unsupervised Machine learning Methods
Acquisition and Declarative Analytical Processing of Spatio-Temporal Observation Data
Grid, cloud and high performance computing: scientific applications' use cases
Efficient multitemporal change detection techniques for hyperspectral images on GPU
Estrategias estáticas y dinámicas para el agrupamiento de latidos mediante acumulación de evidencia
Machine learning algorithms for pattern visualization in classification tasks and for automatic indoor temperature prediction
2017
A identificacão e referenciacão de entidades geográficas mencionadas: o caso da 'Peregrinação', de Fernão Mendes Pinto
Big Data meets High Performance Computing: Genomics and Natural Language Processing as case studies
Stated and Revealed Preferences on Gastronomic Tourism in Santiago de Compostela
Modelo dinámico de la circuitería push pull del dNGL
Application of machine learning to agricultural soil data
Descripciones linguisticas de fenomenos complejos: Aplicaciones a Big Data (Linguistic Descriptions of Complex Phenomena: Applications to Big Data)
Characterization and optimization of cloud infrastructures and its application to the development of a flexible cluster manager
Pattern recognition beyond classification: an abductive framework for time series interpretation
Time-of-flight sensors in standard CMOS technologies
Descubrimento de grafos en datos enlazados para a anotación semántica de documentos
Advanced visualization and interaction applied to virtual scenarios
Mining complete, precise and simple process models
Semantic Mediation of Environmental Observation Datasets through Sensor Observation Services
2016
Achega ao estudo por imaxe da afectación da articulación temporomandibular na artrite idiopática xuvenil
Application of fuzzy sets in data-to-text systems
Evolutionary learning of fuzzy rules for regression
Development of tools to improve the efficiency of hydrogenated amorphous silicon solar cells
Análisis de texturas para la clasificación de células en imágenes histológicas de gónadas de peces
Diseño y desarrollo de una herramienta para el análisis cuantitativo automático de imágenes microscópicas: aplicación a la gestión de recursos marinos
Development of tools for the simulation of nanometric transistors using advanced computational architectures
A Graph-Based Framework For Optimal Semantic Web Service Composition
Hardware Counter Based Performance Analysis, Modelling, and Improvement through Thread Migration in NUMA Systems
Blanqueado adaptativo de escalas espacio-temporales como mecanismo computacional de atención visual dinámica
Modelado del rendimiento de códigos irregulares paralelos en sistemas distribuidos
2015
Diseño y analisis de sistemas fuzzy apoyados en técnicas de análisis de redes sociales (Design and analysis of Fuzzy Systems supported by Social Network Analysis Techniques)
Spectral-spatial classification of n-dimensional images in real-time based on segmentation and mathematical morphology on GPUs
Multi-camera intelligent space for a robust, fast and easy deployment of proactive robots in complex and dynamic environments
Platform as a service integration for scientific computing using DIRAC
Low Power CMOS Vision Sensors for Scale and Rotation Invariant Feature Detectors using CMOS Heterogeneous Smart Pixel Architectures
2014
Extracção de relações semânticas. Recursos, ferramentas e estratégias
Sistemas de informação Geográfica e Realidade Aumentada em Turismo: Guía interactivo do Caminho Português de Santiago em Barcelos
Development of a general purpose tour-guide robot able to learn routes from people and to adapt and move in unstructured and crowded environments
Técnicas para la segmentación y visualización eficiente de imagen médica 3D: explotando la arquitectura de la GPU
Exploiting multiple sources of evidence for opinion search in the Web
Smart hierarchical WiFi localization system for indoors
Desarrollo de un sistema de imagen para la planificación de operaciones de aorta
Razoamento siloxístico aproximado: unha contribución aos patróns de inferencia e casos de uso
Representation techniques for real-time visualization of hybrid terrain models
2013
Development of simulation tools for devices based on magnetic semiconductors
Localización y mapeado simultáneos en robótica mediante visión omnidireccional
Caracterización, modelización y optimización de células solares industriales de silicio de capa fina
Seguridade vial: avaliación da resposta emocional ante anuncios televisivos de divulgación da seguridade vial mediante software afect, cued review e test de recordo
Temporal data mining algorithms for metric temporal constraint networks discovery
New Hardware Support for Transactional Memory and Parallel Debugging in Multicore Processors
Optimización e caracterización eléctrica de módulos pv de tecnoloxía de lámina delgada de silicio amorfo
Desarrollo, despliegue y validación de un laboratorio virtual oceanográfico basado en computación Grid
Robots capaces de aprender e adaptarse ao ambiente a partir das súas propias experiencias
Clasificación automática de códigos CIE-9-MC en documentación clínica
2012
Dynamically reconfigurable architecture for embedded Computer Vision systems
Split and Shift Methodology: Overcoming Hardware Limitations on Cellular Processor Arrays for Image Processing
Modelling and characterization of small photosensors in advanced CMOS technologies
Modelización y caracterización de células solares iii-v multiunión y de módulos de concentración
Métodos iterativos s-pasos para la resolución de grandes sistemas dispersos de ecuaciones y su implementación paralela
Performance Counter-based Strategies to Improve Data Locality on Multiprocessor Systems: Reordering and Page Migration Techniques
2011
Paralelización e optimización dun simulador 2D Monte Carlo sobre arquitecturas Grid e Cluster: Estudo de flutuacións en transistores MOSFET baseados en SOI
Modelado analítico do rendemento de aplicacións en sistemas paralelos
Improving search effectiveness in sentence retrieval and novelty detection
Modeling early visual coding and saliency trough adaptative whitening: plausibility, assessment and applications
Evolutionary intelligence in fuction optimization
2009
Mejora de los Algoritmos de Latencia Variable para el Cálculo de la División, Raíz Cuadrada y sus Recíprocos
Técnicas de indexación y recuperación de documentos utilizando referencias geográficas y textuales
Desarrollo de herramientas para la simulación de transistores MOSFET
Descripción cuantitativa del orden de las funciones clausales argumentales en español
Detección automática del árbol vascular retinal en imágenes de fondo de ojo
High-Perfomance Decimal Floating-Point Units