Dissertations

MSc and PhD theses supervised by the group — open for application, in progress, and defended.

all stages Open for application Ongoing Finished

all levels MSc PhD

Operation log monitoring using machine learning

Supervised by Arlindo L. Oliveira, Fernando Silva

Finished MSc

Stenosis detection in coronary X-ray angiographies

Supervised by Arlindo L. Oliveira, Miguel Menezes

Finished MSc

Using graph embeddings to explore deep neural network architectures

Supervised by Arlindo L. Oliveira

Finished MSc

Using sequences of coronary angiograms to quantify the severity of stenosis

Mariana Serrão

Supervised by Arlindo L. Oliveira

Finished MSc

Using Large Language Models do solve the Abstraction and Reasoning Challenge

Guilherme Costa

Supervised by Arlindo L. Oliveira

Finished MSc

Representation learning of animal behavior

Gonçalo Goulart Oliveira

Supervised by Arlindo L. Oliveira, Adrien Jouary

Finished MSc

Using biological features to improve deep neural network models for vision

Lucas Alergy

Supervised by Arlindo L. Oliveira, Tiago Marques

Finished MSc

Modelos de causalidade para determinação do impacto de acções comerciais

Supervised by Arlindo L. Oliveira, Filipa Marques

Finished MSc

Using large language models to interact with personal information systems

Supervised by Arlindo L. Oliveira

Finished MSc

Biologically inspired CNNs for Medical Imaging tasks

Daniela Carvalho

Supervised by Arlindo L. Oliveira, Tiago Marques

Finished MSc

Stroke Segmentation from Computed Tomography scans

Supervised by Arlindo L. Oliveira

Finished MSc

Transfer single-cell foundation models to predict drug resistance in cancer

Gonçalo Gonçalves

Supervised by Arlindo L. Oliveira, Emanuel Gonçalves

Finished MSc

Hybrid Prompt Optimization for Sparse Autoencoder Feature Visualization in Large Language Models

João Marques Cardoso

Supervised by Arlindo L. Oliveira, Bruno Martins

Finished MSc

Siamese Transformer Networks for Improving Address Matching

Supervised by Arlindo L. Oliveira

Finished MSc