Ongoing Supervisions

PhD Theses

PhD Theses: 5

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: Ana Paula Afonso and Bruno Martins
Serviços WEB para visualização de informação geografica sobre mapas temáticos
PhD Thesis, work in progress [bibTex]
Miguel Costa
Advisors: Bruno Martins
Sumarização personalizada de informação
PhD Thesis at University of Lisbon, work in progress [bibTex]
Tiago Santos
Advisors: Ana Paula Afonso and Bruno Martins
Visualização de informação geo-temporal
PhD Thesis at University of Lisbon, work in progress [bibTex]

MSc Theses

MSc Theses: 26

Advisors: Bruno Martins and Nuno Silva
Atention Augmented Convolutional Neural Networks for the Classification of Medical Images
MSc Thesis, 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: Bruno Martins and Patricia Murrieta-Flores
Automaticallly Georeferencing Tabular Descriptions of Historic Routes
MSc Thesis, work in progress [bibTex]
Eduardo Cunha
Advisors: Bruno Martins
Caracterização de regiões urbanas com base em dados de redes sociais baseadas na localização
MSc Thesis at University of Lisbon, work in progress [bibTex]
Classificação Automática de Causas de Mortalidade de Acordo com a Norma ICD-10
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins
Conversational Question Re-Writing
MSc Thesis at Instituto Superior Técnico, 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: Bruno Martins and Henrique Lopes Cardoso
Deep Learning para extração de argumentos desde documentos textuais
MSc Thesis, work in progress [bibTex]
Desambiguação de Etiquetas Morfosintácticas Utilizando Redes Neuronais Recorrentes e Word Embeddings
MSc Thesis, work in progress [bibTex]
Indira Brito
Advisors: Bruno Martins
Desenvolvimento de modelos de previsão com base em textos
MSc Thesis at University of Lisbon, 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: Bruno Martins and Maguelonne Teisseire
Document Geocoding and Toponym Resolution with Neural Language Models,
MSc Thesis, work in progress [bibTex]
Fernando Melo
Advisors: Bruno Martins
Geocodificação de documentos com métodos de aprendizagem semi-supervisionada
MSc Thesis at University of Lisbon, work in progress [bibTex]
David Forte
Advisors: Bruno Martins
Geração de redes entre entidades mencionadas em textos
MSc Thesis at University of Lisbon, work in progress [bibTex]
Advisors: Bruno Martins and Mathieu Roche
Key-Phrase Extraction Combining Graph-Based-Methods and Neural Language Models
MSc Thesis, work in progress [bibTex]
Keyphrase Extraction and Geo-Temporal Characterization of their Occurrence
MSc Thesis, work in progress [bibTex]
Advisors: Bruno Martins and Mariana Almeida
Neural Retrieval Models for the Portuguese Language
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]
Quantifing Emotional Valence and Arosal from Natural Language
MSc Thesis, 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: Bruno Martins
Remote Sensing for Image Captioning
MSc Thesis at Instituto Superior Técnico, work in progress [bibTex]
Ruben da Costa Raposo
Advisors: Bruno Martins
Semantic classification of locations from mobility history information
MSc Thesis at Instituto Superior Técnico, 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]

Graduations

Graduation Theses: 2

Inês Vanessa Carneiro Filipe
Classification of Chest X-Ray Images with Deep Neural Networks for Detecting COVID-19
Graduation Thesis, work in progress [bibTex]
Advisors: Bruno Martins
Spatially Explicit Population Projections
Graduation Thesis, work in progress [bibTex]

Internships

Internships: 1

Advisors: Bruno Martins
PHYLOViZ Online 2.0
short term traineeship, work in progress [bibTex]

Finished Supervisions

MSc Theses

MSc Theses: 8

2021

Martin Mirakyan
Improving Differentiable Neural Architecture Search
MSc Thesis at Instituto Superior Tecnico, Nov. 2021 [bibTex]
Tomás Alexandre Pintão de Oliveira
Convolutional Neural Networks for Archaeological Pottery Classification
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Bruno Filipe Braz Magalhães
Data Integration in Support of Gazetteer Development
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]
Manuel João Sousa Santos
Deep Learning methods for document relevance rakingin the context of search engines for legal/legislative contents
MSc Thesis, Jan. 2021 [bibTex]
Henrique Metelo Rita de Almeida
Mapping Urban Areas Leveraging the Analysis of Ground-Level Imagery with Convolutional Neural Networks
MSc Thesis at Instituto Superior Técnico, Jan. 2021 [bibTex]

2020

Fenotipagem na Multimorbilidade
MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex]
Mário João Cabral Cardoso
Deep Learning for Spatio-Temporal Forecasting with Gridded Remote Sensing
MSc Thesis at Instituto Superior Técnico, Nov. 2020 [bibTex]
RiverCure Portal: Collaborative GeoPortal for Curatorship of Digital Resources in the Water Management Domain
MSc Thesis at IST, Oct. 2020 [bibTex]