Supervisions

PhD Theses

PhD Theses: 1

2021

Network-based sparse regularization for the identification of disease signatures
PhD Thesis at Instituto Superior Técnico, Feb. 2021 [bibTex]

MSc Theses

MSc Theses: 43

2022

Aceleração da Aprendizagem por Reforço Usando Arquitecturas de Redes Neuronais Profundas Baseadas em Transformadores
MSc Thesis at Instituto Superior Técnico, Oct. 2022 [bibTex]
Metodos para Segmentação de Imagens usando Arquitecturas como Mecanismos de Atenção
MSc Thesis at Instituto Superior Técnico, Oct. 2022 [bibTex]
Advisors: Arlindo L. Oliveira and Catarina Fonseca
Prognostico de Acidentes Vasculares Cerebrais com Base em Tomografia Computorizada Usando a Aprendizagem Profunda
MSc Thesis, Oct. 2022 [bibTex]

2021

Collaborative discovery and enrichment of business process models using a semantification approach
MSc Thesis at Instituto Superior Técnico, work in progresson 2021 [bibTex]
Advisors: Bruno Martins
Convolutional Neural Networks for the Classification of 3D Medical Images
MSc Thesis, work in progresson 2021 [bibTex]
Generative modeling of demand in the public transport network in the city of Lisbon: context-sensitive and multi-modal dynamics
MSc Thesis, Dec. 2021 [bibTex]
Advisors: Bruno Martins
Deep Learning for Language and Vision
MSc Thesis at Instituto Superior Técnico, Nov. 2021 [bibTex]
Advisors: H. Sofia Pinto
From Music to Animations, A Computational Creativity Approach
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
Local Web Application Development, Framework Proposal and Demonstration on Two Case Studies
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2021 [bibTex]
Advisors: Susana Vinga and Marta Lopes
Time Series Analysis and Forecasting of Shellfish Contamination and Safety
MSc Thesis, Nov. 2021 [bibTex]
Advisors: Mário J. Silva
Identifying patient subgroups in chronic diseases by phenotypic clustering
MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
GiTab: Automatic Tablature Music Composition for Classical Guitar
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Sep. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra M. Carvalho
Sparse Dynamic Bayesian network estimation using generalized linear models
MSc Thesis, Sep. 2021 [bibTex]
Advisors: Bruno Martins and João Magalhães
Spatio-Temporal Question Answering Leveraging Neural Language Models for Passage Retrieval
MSc Thesis at Instituto Superior Técnico, Sep. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra M. Carvalho
Survival analysis of transcriptomic high-dimensional oncological data for the identification of cancer biomarkers
MSc Thesis, Sep. 2021 [bibTex]
Privacy by Design Enterprise Architecture Patterns
MSc Thesis at Instuto Superior Tecnico, Aug. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Dynamic Bayesian networks for clinical decision support on ankylosing spondylitis patients under biological therapies
MSc Thesis, Jul. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Predicting Ankylosing Spondylitis Treatment Outcome Using Model-based Methods
MSc Thesis, Jul. 2021 [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Diogo Ferreira
An exploratory analysis of Portuguese hospital relationships on behalf of financial sustainability
MSc Thesis, Feb. 2021 [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Elisabete Arsénio
Análise de fluxos na rede pública de autocarros de Lisboa
MSc Thesis, Feb. 2021 [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Elisabete Arsénio
Descoberta de padrões circulação multimodal apartir de fontes heterógeneas de dados urbanos
MSc Thesis, Feb. 2021 [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Rafael Costa
Descoberta de padrões em dados oncológicos para a compreensão dos factores de risco cirúrgico
MSc Thesis, Feb. 2021 [bibTex]
Analysis of retweeting behaviour on Twitter
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Advisors: Arlindo L. Oliveira and Mário Figueiredo
Automated Assessment of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks
MSc Thesis, Jan. 2021 [bibTex]
Advisors: Sérgio Guerreiro and João Silva Sequeira
BlockRobot: Increasing Privacy in Human Robot Interaction by Using Blockchain
MSc Thesis at Instuto Superior Tecnico, Jan. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Cloud-based web application for multivariate time series analysis: A language-agnostic integrative architecture for short- and long-running machine learning algorithms
MSc Thesis, Jan. 2021 [bibTex]
Combining Off and On-policy Training in Deep Reinforcement Learning
MSc Thesis at IST, Jan. 2021 [bibTex]
Contact Agent Assistant
MSc Thesis, Jan. 2021 [bibTex]
Degree Coordination Decision Support System
MSc Thesis, Jan. 2021 [bibTex]
Descriptive and predictive modeling of water distribution network dynamics using multivariate time series data
MSc Thesis, Jan. 2021 [bibTex]
Dynamic Stable Business Process Operation for Cyber Security Enforcement Using Atlas
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Advisors: H. Sofia Pinto and Nuno Correia
From Movement to Sound and Music, a Computational Creativity approach
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
From Rigorous Requirements and User Interfaces Specifications into Software Business Applications: The ASL Approach
MSc Thesis, Jan. 2021 [bibTex]
Implementação de Demo Action Model em Blockchain Smart Contracts
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Imputation Techiques for Clinical Data of Ischemic Stroke Patients
MSc Thesis at IST, Jan. 2021 [bibTex]
IST CSE Information System
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Advisors: Sérgio Guerreiro and Ruben Pereira
IT Risk Management Ontology from representation to optimization using Enterprise Ontology
MSc Thesis at Instituto Superior Técnico\, Jan. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Machine Learning methods for finding predictors of Rheumatoid Arthritis treatment response
MSc Thesis, Jan. 2021 [bibTex]
Advisors: H. Sofia Pinto and Rui Pereira Jorge
Music Creation from Found Sounds - An Approach from Computational Creativity
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
RiverCure Portal: Exploring Geographic Features on Context Definition and Integration with the HiSTAV Hydrometric Toll
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
SCALEET: A Scalable and Performant Permissionless Blockchain
MSc Thesis, Jan. 2021 [bibTex]
Ser Músico em Portugal - Publicação e Visualização de dados com Solução Mediawiki e Arquitetura MVC
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Advisors: H. Sofia Pinto and Alexandre Bernardino
Tracking animals in underwater videos
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]