Supervisions

PhD Theses

PhD Theses: 2

2019

Leveraging Existing Technologies to Improve Large-Scale Recommender Systems
PhD Thesis, Sep. 2019 [bibTex]
Complex Networks From An Edge Perspective
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jul. 2019 [bibTex]

MSc Theses

MSc Theses: 41

2021

Privacy by Design Enterprise Architecture Patterns
MSc Thesis at Instuto Superior Tecnico, Aug. 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]
Contact Agent Assistant
MSc Thesis, 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]

2020

Extração e Visualização de Indicadores de Desinformação (Fake News)
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex]
Fenotipagem na Multimorbilidade
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Longitudinal and Survival Data Analysis for Rheumatic Diseases Prognoses
MSc Thesis, Dec. 2020 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Machine Learning and Electronic Medical References: Reuma.pt study
MSc Thesis, Dec. 2020 [bibTex]
Advisors: Helena Galhardas and Iona Manolescu
ConnectionLens: Entity and Relationship Extraction from French Textual Data Sources
MSc Thesis, Nov. 2020 [bibTex]
Descoberta de padrões emergentes de tráfego na rede de transportes públicos em Lisboa
MSc Thesis, Nov. 2020 [bibTex]
Estudo e previsão da procura na rede pública de bicicletas de Lisboa (GIRA)
MSc Thesis, Nov. 2020 [bibTex]
Optimization of Data Cleaning Programs
MSc Thesis, Nov. 2020 [bibTex]
Prioritizing Facebook´s Infer Static Analysis Tool Warnings
MSc Thesis, Nov. 2020 [bibTex]
Unsupervised Anomaly Detection in Water System Networks using Recurrent Neural Networks
MSc Thesis, Nov. 2020 [bibTex]
RiverCure Portal: Collaborative GeoPortal for Curatorship of Digital Resources in the Water Management Domain
MSc Thesis at IST, Oct. 2020 [bibTex]
Evaluating Password Strength Meters and Password Composition Policies using Guessing Attacks
MSc Thesis, Sep. 2020 [bibTex]
IntelliComment: An IDE Plugin to Improve Java Source Code Using Comments
MSc Thesis, Sep. 2020 [bibTex]
Advisors: Alberto Rodrigues da Silva and João Saraiva
qNotify Notification System and Integration with a Document Automation Platform
MSc Thesis at IST, Jul. 2020 [bibTex]

2019

Análise de dados urbanos para determinação de fluxos de tráfego na cidade
MSc Thesis, Dec. 2019 [bibTex]
Biomarcadores de progressão da doença de Alzheimer
MSc Thesis, Dec. 2019 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Feature selection for high longitudinal data using elastic net
MSc Thesis, Dec. 2019 [bibTex]
JusticeChain: Using Blockchain To Protect Justice Data
MSc Thesis, Dec. 2019 [bibTex]
Marcadores Integrativos para Apoio ao Prognóstico de Disturbios do Foro Psiquiátrico
MSc Thesis, Dec. 2019 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Precision Medicine with electronic medical records
MSc Thesis, Dec. 2019 [bibTex]
A Citizen-Centric and Multi-Curator Document Automation Platform: The qBox and Further Interoperability Aspects
MSc Thesis at IST, Nov. 2019 [bibTex]
A Study of Static Analysis Tools for Ethereum Smart Contracts
MSc Thesis, Nov. 2019 [bibTex]
CDRGen: A Clinical Data Registry Generator
MSc Thesis at Instituto Superior Técnico, Nov. 2019 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Compreensive Study of Cronic Deseases in a Population-Based cohort
MSc Thesis, Nov. 2019 [bibTex]
Dissertação: Exploring Project Management Tools based on the ITLingo PSL language
MSc Thesis at IST, Nov. 2019 [bibTex]
Advisors: Susana Vinga and Marta Belchior Lopes
Identification of Cancer Common Gene Signatures Through Regularized Classification
MSc Thesis, Nov. 2019 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Machine Learning for Personalized Health Care
MSc Thesis, Nov. 2019 [bibTex]
Sculpture Inspired Musical Composition - One Possible Approach
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2019 [bibTex]
Advisors: Susana Vinga and Pedro Costa
Seafood safety assurance by data mining and machine learning
MSc Thesis, Nov. 2019 [bibTex]
Advisors: H. Sofia Pinto and Alexandre Bernardino
Video Based Live Tracking of Fishes in Tanks
MSc Thesis at Instituto Superior Técnico, Nov. 2019 [bibTex]
qDocs: Citizen-Centered and Multi-Curator Document Automation Platform: The Curator Perspective
MSc Thesis at IST, Sep. 2019 [bibTex]
Automatically Generating Novel and Epic Music Tracks; Exploring Computational Creativity using Deep Structures against Music
MSc Thesis, Jun. 2019 [bibTex]
Information Platform for Muscle-skeletal Health
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
Mining e-prescription databases
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
Produção Semi-Automática de aplicações Web Responsive a partir de especificações RSL
MSc Thesis at IST, Jun. 2019 [bibTex]
Advisors: Arlindo L. Oliveira and Mário Figueiredo
Applying Deep Learning Techniques Towards the Diagnosis of Medical Images
MSc Thesis, May. 2019 [bibTex]