Ongoing Supervisions

PhD Theses

PhD Theses: 7

João Jorge da Costa Vieira Ramires
Advisors: João Jorge Ribeiro Soares Gonçalves de Araújo and David Martins de Matos
Bibliotecas de axiomáticas, conceitos e resultados para sistemas algébricos
PhD Thesis at Universidade Aberta, work in progress [bibTex]
Advisors: David Martins de Matos and Joana Ferreira Gomes
Chronic pain assessment from patient reports
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Luís Manuel Dias Damas
Generation of Stylistically Consistent Music Pieces
PhD Thesis at ISCTE-IUL. Joaquim Lourenço Esmerado (co-advisor), work in progress [bibTex]
Learning Through Dialogue for Artificial Entities
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Multilingual Acquisition of Food Safety Data Mappings
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Semantic Structures of Music Artifacts
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Visual Narrative Generation
PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]

MSc Theses

MSc Theses: 7

Simão Pedro Ferreira Nunes
Advisors: David Martins de Matos and Isabel Gonçalves
Automatic Depression Assessment from Personal Reports
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Automatic Fado Generation
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Martim Zanatti dos Santos Gomes da Silva
Contributions towards automatic music transcription
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Carolina Isabel Matias Vicente
Advisors: David Martins de Matos and Diana Maria Pinto Prata
Diagnosis of Parkinson’s Disease with structural MRI instead of DATASCan
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Domain learning through dialog
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Explaining Parkinson's Disease Computational Diagnostic based on Speech Analysis
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Use of Musical Context in Automatic Summarization of Feature Films
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]

Internships

Internships: 4

Implementation of a Python Interface for a C++ Statistical Machine Learning Library
short term traineeship at Instituto Superior Técnico, work in progress [bibTex]
Improving the sound quality of the Feynman lectures on physics
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Musicological Information Extraction from Soundtracks
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]
Online multivariate density estimation
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, work in progress [bibTex]

Finished Supervisions

MSc Theses

MSc Theses: 11

2021

Abstractive Multi-document Summarization using Topical Simplicial Curves
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Automated Deep Learning Artist for Music Generation
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Advisors: David Martins de Matos and Francisco Miguel Alves Campos de Sousa Dionísio
Categorização Automática do Conteúdo do Acervo de Imagens Digitais dos Arquivos do IST
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Chronic pain assessment from patient reports
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Generative models for image descriptions
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
Unsupervised Density-based Concept Discovery
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]

2020

Interfaces Cérebro-computador Baseadas em EEG
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2020 [bibTex]

2019

Improving Acoustic Features for Structural Segmentation of Music
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2019 [bibTex]
Automatically Generating Novel and Epic Music Tracks; Exploring Computational Creativity using Deep Structures against Music
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
Duarte Pompeu
Interpretable Deep Learning Methods for Classifying Folktales According to the Aarne-Thompson-Uther Scheme
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
Advisors: David Martins de Matos and Teresa Paiva
EEG-based Music Cross-modal Retrieval
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, May. 2019 [bibTex]

Internships

Internships: 4

2020

Construção de Artefactos Narrativos
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Mar. 2020 [bibTex]

2019

Geração de artefactos a partir de descrições
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]
Online Density-based Discriminative Models
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, May. 2019 [bibTex]
Self-organization of Emotional Spaces in Fado Music
short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2019 [bibTex]