Ongoing Supervisions

PhD Theses

PhD Theses: 32

Advisors: Sara C. Madeira and Manuela Guerreiro
A data mining approach to study disease presentation and progression patterns in PPA and MCI
PhD Thesis at Instituto Superior Técnico, Technical University of Lisbon, work in progress [bibTex]
Advisors: Mário J. Silva
A data science approach for handling misinformation in digital media
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Advisors: José Rui de Matos Figueira and José Borbinha
A Multi-Criteria Integrated Approach for Risk Classification Problems
PhD Thesis, work in progress [bibTex]
Advisors: Sara C. Madeira and Alexandre de Mendonça
A temporal mining approach for prognostic prediction in Alzheimer´s disease using heterogeneous clinical data
PhD Thesis, work in progress [bibTex]
Arquitectura Empresarial - Cronologia do Alinhamento
PhD Thesis, work in progress [bibTex]
Advisors: Sérgio Guerreiro and José Henrique Pereira São Mamede
Automation of Enterprise Architecture Discovery based on Event Mining from API Gateway Logs
PhD Thesis at UTAD, work in progress [bibTex]
Colaboração com IDSS
PhD Thesis, work in progress [bibTex]
Advisors: Bruno Martins
Complex Systems approach to the political commentary in the Portuguese news media
PhD Thesis, work in progress [bibTex]
Advisors: H. Sofia Pinto
Creative Explanations of Manipulated and Fake News
PhD Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: Irina Moreira and Alexandre Miguel Borges Coimbra
Cutting-Edge Virus-Host Interactome Discovery: A Multi-Omics AI Driven Approach
PhD Thesis, work in progress [bibTex]
Advisors: José Gabriel Pereira Lopes and Luís M. S. Russo
DataStorm
PhD Thesis, work in progress [bibTex]
H. Sofia Pinto and Daniel Neto
Advisors: Prof. Doutor Joaquim Gago and H. Sofia Pinto
Desenvolvimento de uma aplicação digital móvel para treino da gestão de sintomas de ansiedade e depressão
PhD Thesis at Universidade Nova de Lisboa, work in progress [bibTex]
Design Thinking Methods in Mobile Applications Development
PhD Thesis, work in progress [bibTex]
Enterprise Architectures Ontologies
PhD Thesis, work in progress [bibTex]
Enterprise Operational System
PhD Thesis, work in progress [bibTex]
Advisors: José Borbinha
estagio Grupo de Sistemas de Informação
PhD Thesis, work in progress [bibTex]
Advisors: Sara Silva
Exploring Representation, Generalization and Other Applications in Genetic Programming (preliminary title)
PhD Thesis at Universidade de Coimbra, work in progress [bibTex]
Glycoproteogenomics relevance in colorectal cancer using deep learning approaches
PhD Thesis, work in progress [bibTex]
Advisors: Susana Vinga
Integrative single-cell analysis of chronically inflamed arteries to identify unknown cellular identities and their contribution to atherosclerosis
PhD Thesis, work in progress [bibTex]
Learning from Heterogeneous Urban Data and Situational Context for City Mobility Optimization
PhD Thesis, work in progress [bibTex]
Advisors: Rui Abreu
Leveraging Know Vulnerabilities to Modernize Static Analysis Tools
PhD Thesis, work in progress [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Elisabete Arsénio
Mining spatiotemporal data in urban contexts
PhD Thesis at IST, work in progress [bibTex]
Multi-omics pattern discovery in systems oncology
PhD Thesis, work in progress [bibTex]
Advisors: Mário J. Silva and Célia Miguel
New Strategies for Discovery of Small RNA
PhD Thesis, work in progress [bibTex]
Advisors: Paula Ventura and Alberto Rodrigues da Silva
Ontologia Legal
PhD Thesis, work in progress [bibTex]
Pattern discovery in three-dimensional biomedical data (PhD)
PhD Thesis at IST, work in progress [bibTex]
Advisors: Mário J. Silva
Predicting Legal Outcomes
PhD Thesis, work in progress [bibTex]
Previsão de consumo energético
PhD Thesis at Instituto superior técnico , work in progress [bibTex]
Advisors: Mário J. Silva
Process Mining on Multimorbidity
PhD Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Luís Costa
Regularized Optimization for Modelling RNA-seq oncological data
PhD Thesis, work in progress [bibTex]
Advisors: Ana Paula Afonso and Bruno Martins
Serviços WEB para visualização de informação geografica sobre mapas temáticos
PhD Thesis, work in progress [bibTex]
Advisors: Susana Vinga
Sparse Method for Oncological Data
PhD Thesis, work in progress [bibTex]

MSc Theses

MSc Theses: 157

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]

A Cloud-Based Facility Management Benchmarking
MSc Thesis, work in progress [bibTex]
A Machine Learning Approach for Real Time Prediction of Last Minute Medical Appointments No-Shows
MSc Thesis, work in progress [bibTex]
A Normalized Systems approach to develop Facilties Management Software
MSc Thesis, work in progress [bibTex]
A User Centred Approach in the Implementation of Mobile Marketing in Health Applications
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu and Luís Cruz
Acessing Energy Pattern
MSc Thesis, work in progress [bibTex]
Algorithms and Data Structures for Large Network Analisys
MSc Thesis, work in progress [bibTex]
ALS patient stratification
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
An Approach to Aid Developers Understand Code Change in Code Review
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
An Automated Debugging plugin for Visual Studio Code
MSc Thesis, work in progress [bibTex]
Analysis and Requirement Gathering of Users Interfaces for Home Automated Systems
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
Analysis of the Behavorial Impact of Code Modifications
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Apoio à Gestão do Projecto
MSc Thesis, work in progress [bibTex]
Applications of Nondeterministic Constraint Logic
MSc Thesis, work in progress [bibTex]
Arquitectura de Referência para o Sector da Saúde Portuguesa
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Arquitectura Empresarial Aplicada a Preservação Digital - Cenários e-science
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins and Nuno Silva
Atention Augmented Convolutional Neural Networks for the Classification of Medical Images
MSc Thesis, work in progress [bibTex]
Advisors: André Ferreira Ferrão Couto e Vasconcelos and José Pina Miranda
Audit Blockchain
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: Bruno Martins and Patricia Murrieta-Flores
Automatic Assignment of Geospatial Coordinates to Historical Photos
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu and João Abreu
Automatic OutSystems App Test Generation
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu and Luís Cruz
Automatic refactoring for energy in continuous integration pipelines
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins and Patricia Murrieta-Flores
Automaticallly Georeferencing Tabular Descriptions of Historic Routes
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu and Luís Cruz
Automating UI tests generation for Mobile Apps
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha and José Rui Figueira
Avaliação da eficiências das unidades hospitalares
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha and José Rui Figueira
Avaliação da qualidade e acesso às unidades hospitalares
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Bibliotecas Digitais
MSc Thesis, work in progress [bibTex]
Building Information Modeling for Building Control
MSc Thesis, work in progress [bibTex]
Cache-oblivious tecniques for representing matrices and tensors
MSc Thesis, work in progress [bibTex]
Chatbot in the Online Provision of Government Services
MSc Thesis, work in progress [bibTex]
CISO nas organizações - o caso do Instituto Nacional da Segurança Social de Angola
MSc Thesis, work in progress [bibTex]
Classificação Automática de Causas de Mortalidade de Acordo com a Norma ICD-10
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Clinical Systems
MSc Thesis, work in progress [bibTex]
Cloud Calculator: A cloud assessment tool for the Public Administration
MSc Thesis, work in progress [bibTex]
Cloud Energy Dashboard
MSc Thesis, work in progress [bibTex]
CloudLamp. Automating Illumination Control on Internet of Things
MSc Thesis, work in progress [bibTex]
Advisors: Helena Aides
Clustering of multivariate time series
MSc Thesis, work in progress [bibTex]
Colaboração com o Prof. Paulo Carreira
MSc Thesis, work in progress [bibTex]
Advisors: Rui Miguel Carrasqueiro Henriques and Claudia Antunes
Compreensão avançada de padrões cerebrais para apoio à neuroplasticidade
MSc Thesis, work in progress [bibTex]
Continuous Improvments Meets Energy Auditing
MSc Thesis, work in progress [bibTex]
Cross-lingual toponym resolution with deep neural networks
MSc Thesis, work in progress [bibTex]
Data Extraction and Integration for the Creation of a Datbase Describing Portuguese Unions and other Social Partners
MSc Thesis, work in progress [bibTex]
Advisors: H. Sofia Pinto
De música para uma sequência de imagens
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Decspace: A multicriteria decision analysis
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins and Henrique Lopes Cardoso
Deep Learning para extração de argumentos desde documentos textuais
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Desenvolvimento de Ferramentas para Clinical Data Management
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha and Daniel Faria
Desenvolvimento de um ambiente Web para anotação de dados em BioEngenharia
MSc Thesis, work in progress [bibTex]
Deteção automática de discurso de ódio nas redes sociais em português.
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: Bruno Martins and Henrique Cardoso
Detecção, atribuição e classificação de citações em artigos de jornais
MSc Thesis, work in progress [bibTex]
Advisors: Arlindo L. Oliveira and Mário Figueiredo
Determinação do valor de estenose coronária usando redes neuronais convolucionais
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Developing a Domain-Specific Language to support the effective integration of BIM and sendor data
MSc Thesis, work in progress [bibTex]
Advisors: Paulo Jorge Fernandes Carreira and Alexandre Bernardino
Distributed Control of Ilumination in Offices Like Spaces
MSc Thesis, work in progress [bibTex]
Advisors: J. M. Lemos and Rita Cunha
Distributed Predictive Control of Multiple Vehicles
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
DRE
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Dynamic Bayesian networks for the analysis of time-series data
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
E-Ark - Gestão de riscos
MSc Thesis, work in progress [bibTex]
EA.gov: Enterprise reference Architecture for GOVernment
MSc Thesis, work in progress [bibTex]
Enterprise Architecture Strategy Modeling
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Enterprise Arquitect Applied to Digital Preservation
MSc Thesis, work in progress [bibTex]
Enterprise Information Architecture Patterns for Portuguese Government
MSc Thesis, work in progress [bibTex]
Estratégias semi-automáticas para extração e anotação de dados contendo discurso de ódio
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: Mike Thelwell and Paula Carvalho
Estudante ERASMUS
MSc Thesis, work in progress [bibTex]
Estudo e previsão da procura de bicicletas nas estações públicas de Lisboa
MSc Thesis, work in progress [bibTex]
ETl for integration of Building Automation Data
MSc Thesis, work in progress [bibTex]
Advisors: Rafael Costa
EUSYSBIO
MSc Thesis, work in progress [bibTex]
Evaluating Use Cases Suitability for Conversational User Interfaces
MSc Thesis, work in progress [bibTex]
Explorando soluções de blockchain para aumentar a credibilidade dos certificados digitais
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Explração de repositório institucional
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco and Pedro Ribeiro
Fast hierarchical graph clustering
MSc Thesis, work in progress [bibTex]
Fast mapping and querying over large scale typing data
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Ferramenta de Gestão de Risco
MSc Thesis, work in progress [bibTex]
Advisors: Paulo Jorge Fernandes Carreira and Miguel Filipe Leitão Pardal
Fine-Tunning HVAC Operation Throught RFID and User Feed-back
MSc Thesis, work in progress [bibTex]
From ALS patient stratification towards prognostic using disease progression patterns
MSc Thesis, work in progress [bibTex]
Fully compress suffix trees
MSc Thesis, work in progress [bibTex]
Generative modeling of demand in the public transport network in the city of Lisbon: context-sensitive and multi-modal dynamics
MSc Thesis, work in progress [bibTex]
Gestão de contexto
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Gestão de Risco
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Gestão de Risco
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha and Pedro Sousa
Gestão de Risco com Base na Arquitectura Empresarial
MSc Thesis, work in progress [bibTex]
Advisors: Diogo de Abreu and José Borbinha
Gestão documental em contexto autárquico
MSc Thesis, work in progress [bibTex]
Graphical Interfaces For Users Behaviour Transformation in the Energy Domain
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
How good are my tests?
MSc Thesis, work in progress [bibTex]
IExchange Communication Point Modeling in the context of Enterprise Architecture
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
Improving Software Fault Predition Using a Data Drivem Approach
MSc Thesis, work in progress [bibTex]
Industrial Energy Management in the Cloud
MSc Thesis, work in progress [bibTex]
Influence Analysis in Twitter using Streams
MSc Thesis, work in progress [bibTex]
Intelligent Actuation in Home and Building Automation Systems
MSc Thesis, work in progress [bibTex]
Interações Multimédia em Exposições Museológicas
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Interoperabilidade em Sistemas de Gestão de Dados Clinicos
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Interoperabilidade entre esquemas de informação
MSc Thesis, work in progress [bibTex]
IST SmartOffice
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Joint Models for the Analysis of Medical Date
MSc Thesis, work in progress [bibTex]
Keyphrase Extraction and Geo-Temporal Characterization of their Occurrence
MSc Thesis, work in progress [bibTex]
Large scale and dynamic phylogenetic inference from epidemic data
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco
Large scale phylogenetic inference from noisy data based on minimum weight spanning arborescences and local optimization
MSc Thesis, work in progress [bibTex]
Low-Cost Networked Luminary Controller for Sustainable Ambient Illumination
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu and Gregor Koenig
Machine Learning for IDS
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Machine Learning Methods for Personalizing Healthcare
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Maturity of records management in Arabic countries
MSc Thesis, work in progress [bibTex]
Medblock: using blockchange in health
MSc Thesis, work in progress [bibTex]
MedClick: Last Minute Medical Appointments No-Show Management
MSc Thesis, work in progress [bibTex]
Mercadores Integrativos para Apoio ao Prognóstico de Doenças Neurodegenerativas
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Mestrado em Engenharia Informatica
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco and Pedro Martins Rodrigues
Metrics for tree comparision
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
Mining CERN`S historical data of software developments projects to improve its efficiency
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Model Based Methods for Multivariate Time Series
MSc Thesis, work in progress [bibTex]
Advisors: Rafael Costa
Modeling cancer metabolism using a cell-specific genome scale metabolic model
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Multivariate Time-Series Modelling and Forecasting of Shellfish Contamination
MSc Thesis, work in progress [bibTex]
Advisors: Susana Vinga and Marta Lopes
Multivariety time series forcasting
MSc Thesis, work in progress [bibTex]
Não definido
MSc Thesis at IST, work in progress [bibTex]
NGSPipes:From Specification to Automatic Deployment of NGS pipelines
MSc Thesis, work in progress [bibTex]
NGSPipes:From Specification to Automatic Deployment of NGS pipelines
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Optimização de fluxos de trabalho numa biblioteca digital histórica
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Pesquisa e Recuperação de Fontes de Informação em Ambientes Distribuídos
MSc Thesis, work in progress [bibTex]
Advisors: Sara C. Madeira
Predicting conversion from mild cognitive impairment to Alzheimer´s Disease using a temporal mining approach
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Profiling Transformations in Heterogeneous and Large Scale Metadata Harvesting Processes
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto - Desenvolvimento do ambiente DECSPACE
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto de Estruturação de Dados na Navigator
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins
Projecto DRE
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins
Projecto DRE
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto DRE
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto Ferramenta de Gestão de Risco Holirisk-Desenvolvimento do Módulo de Gestão de Dados
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto Gestão de Risco em Ambiente Empresarial
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Projecto Gestão de Risco em Ambiente Empresarial
MSc Thesis, work in progress [bibTex]
Projecto IRIS e ARMS
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: José Borbinha
Projecto-avaliação de serviço de recuperaçãode informação DRE.pt
MSc Thesis, work in progress [bibTex]
Quantifing Emotional Valence and Arosal from Natural Language
MSc Thesis, work in progress [bibTex]
Advisors: Rui Abreu
Quantum Based Program Analysis
MSc Thesis, work in progress [bibTex]
Real.-time Data Processing for Energy Metering Pattern Detection
MSc Thesis, work in progress [bibTex]
Receptor GNSS/GPS melhorado em FPGA
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Advisors: Bruno Martins and Pedro Balaje
Reconhecimento de Identidades Mencionadas sobre Textos em Português
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Repositórios Institucionais 2.0
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Requisitos de referencia para um sistema de gestão documental
MSc Thesis, work in progress [bibTex]
Requisitos de referencia para um sistema de gestão documental
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
rfffrff
MSc Thesis at Instuto Superior Tecnico, work in progress [bibTex]
SEA: Smartcities Enterprise Reference Architecture
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco
Security assessment automated
MSc Thesis, work in progress [bibTex]
Advisors: Artur Caetano and Diogo Ferreira
Semantic Process Mining
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco and Conceição Amado
Simulation Based Approach to Bacterial Evolution and Phylogenetic Inference
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Sistemas de Suportes a Estudos DELPHI
MSc Thesis, work in progress [bibTex]
Advisors: Paulo Jorge Fernandes Carreira and Inês Flores-Colen
Sistemas TI de apoio ao Facility Management em edifícios
MSc Thesis, work in progress [bibTex]
Advisors: H. Sofia Pinto
Sound and music generation from a video sequence
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Advisors: Bruno Martins and João Carlos Gomes Moura Pires
Spatial Disaggregation Using Geo-Referenced Flickr Data as Auxilary Information
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins and João Magalhães
Spatio-Temporal Question Amswering Leveraging Neural Language Models for Passage Retrieval
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Stetic Analysis With Java Code
MSc Thesis, work in progress [bibTex]
Advisors: A. P. Francisco and Patricia Figueiredo
Study of the brain’s dynamic functional connectivity with simultaneous EEG-fMRI: a network science approach
MSc Thesis, work in progress [bibTex]
The Digital Me
MSc Thesis, work in progress [bibTex]
Tiago Edgar Sôra Barbosa
MSc Thesis, work in progress [bibTex]
TicAPP - Digital Transformation in the Portuguese Government
MSc Thesis, work in progress [bibTex]
Time Dependent Models for ALS Prognostic
MSc Thesis, work in progress [bibTex]
Trusted Execution Environment support for blockchains
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Usabilidade em Sistema de Gestão de Dados Clinicos
MSc Thesis, work in progress [bibTex]
Advisors: José Borbinha
Using a Public Cloud to Build an Information System for an NGO
MSc Thesis, work in progress [bibTex]
Utilização de Aprendizagem Profunda por Reforço no Jogo de Estratégia StarCraft II
MSc Thesis, work in progress [bibTex]
Advisors: João F. Ferreira and Simão Melo de Sousa
Verification of Time Complexity and Functional Correctness of Pointer-Based Splay Tree
MSc Thesis, work in progress [bibTex]
Visual Interfaces for Modol Mapping
MSc Thesis, work in progress [bibTex]

Graduations

Graduation Theses: 14

Aceleração da Aprendizagem por Reforço Combinando Redes Neuronais Profundas e Logica de 1ª Ordem
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha
Biblioteca Nacioanal Digital / PORBASE Virtual
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha
DRE
Graduation Thesis, work in progress [bibTex]
Grupo de Sistemas de Informação - TIIMBUS
Graduation Thesis, work in progress [bibTex]
NGS4Cloud: Cloud-based NGS data Processing
Graduation Thesis, work in progress [bibTex]
NGS4Cloud: Cloud-based NGS data Processing
Graduation Thesis, work in progress [bibTex]
Advisors: A. P. Francisco
PHYLOViZ, a tool for phylogenetic inference and data visualization for sequence based typing methods
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha
Preservação Digital
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha and Pedro Manuel Moreira Vaz Antunes de Sousa
Processos de Negócio na PORBASE - Base Nacional de Dados Bibliográficos
Graduation Thesis, work in progress [bibTex]
Sistemas de Suportes a Estudos DELPHI
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha and Fernanda Campos
Um Sistema de Informação para FRBR
Graduation Thesis, work in progress [bibTex]
Advisors: José Borbinha and Pedro Sousa
Uma Arquitectura Empresarial para a Bibliotecna Nacional
Graduation Thesis, work in progress [bibTex]
Webconfort mecanismos de licenciamento e autenticação seguros e actualização online
Graduation Thesis, work in progress [bibTex]
Advisors: Diogo Ferreira and José Borbinha
Workflow em Processos de Gestão em Objectos Digitais
Graduation Thesis, work in progress [bibTex]

Internships

Internships: 6

Biblioteca de Heurísticas para o alinhamento de Projetos, Programas e Portfólios com a Arquitetura Empresarial
short term traineeship, work in progress [bibTex]
Energy behaviour engagement in smart urban environments
short term traineeship, work in progress [bibTex]
Estágio de Verão - Vimmi
short term traineeship, work in progress [bibTex]
Advisors: Bruno Martins
PHYLOViZ Online 2.0
short term traineeship, work in progress [bibTex]
PHYLOViZ Online 2.0
short term traineeship, work in progress [bibTex]
Population Genetics
short term traineeship, work in progress [bibTex]

Finished Supervisions

PhD Theses

PhD Theses: 2

2020

Advisors: Pável Calado
Enrichment of products catalogs from social media
PhD Thesis at Universidade Federal do Amazonas, work in progresson 2020 [bibTex]
Advisors: Pável Calado
Enriquecimento de Catálogos de Produtos Baseados em Aspectos
PhD Thesis at Universidade Federal do Amazonas, work in progresson 2020 [bibTex]

MSc Theses

MSc Theses: 52

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: Mário J. Silva
Identifying patient subgroups in chronic diseases by phenotypic clustering
MSc Thesis at Instituto Superior Técnico, Oct. 2021 [bibTex]
Advisors: Susana Vinga and Alexandra Carvalho
Using Markov Chains and Temporal Alignment to Identify Clinical Patterns in Dementia
MSc Thesis at Instituto Superior Técnico, Oct. 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]
Estudo de causalidade numa rede de distribuição de água com recurso a séries temporais multivariadas
MSc Thesis, Feb. 2021 [bibTex]
A Scalable and Performant Permissionless Blockchain
MSc Thesis, Jan. 2021 [bibTex]
Analysis of retweeting behaviour on Twitter
MSc Thesis, 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]
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, 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, 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]
Ser Músico em Portugal - Publicação e Visualização de dados com Solução Mediawiki e Arquitetura MVC
MSc Thesis, Jan. 2021 [bibTex]
Advisors: H. Sofia Pinto and Alexandre Bernardino
Tracking animals in underwater videos
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]
Advisors: H. Sofia Pinto and Nuno Correia
From Music to Image, a Computational Creativity Approach
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]
Transformations and Alignments in Project Management Tools: The PSL-v.2020 Experiments
MSc Thesis at IST, Nov. 2020 [bibTex]
Unsupervised Anomaly Detection in Water System Networks using Recurrent Neural Networks
MSc Thesis, Nov. 2020 [bibTex]
Flexible Data Management and Publication with Mediawiki
MSc Thesis, Oct. 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]