# Description
Updated Description can be found at https://eden.dei.uc.pt/~dgp
I’m actually a PhD student at the Department of Informatics Engineering of the University of Coimbra and researcher at CISUC, the Center for Informatics and Systems of the University of Coimbra.
# Research Interests
Artificial Intelligence
Machine Learning
Artificial Neural Networks
Causal Inference
Federated Learning
Imbalanced Data
# Education
PhD in Informatics Engineering & Intelligent Systems, University of Coimbra, Coimbra, Portugal, present.
MSc in Informatics Engineering & Intelligent Systems, University of Coimbra, Coimbra, Portugal, 2023.
BSc in Informatics Engineering, University of Coimbra, Coimbra, Portugal, 2021.
Maturité Gymnasiale, Lycée Denis-de-Rougemont, Neuchâtel, Switzerland, 2018.
# Awards
Best Paper Award at the 22nd European Conference on Cyber Warfare and Security (ECCWS 2023), June 2023.
Best Paper Award at the 12th Symposium on Languages, Applications and Technologies (SLATE 2023), August 2023.
# Publications
List of publications by type.
## Conference Papers
B. Faria, D. Perdigão, H. Gonçalo Oliveira. “Question Answering over Linked Data with GPT-3”, in Proceedings of the 12th Symposium on Languages, Applications and Technologies (SLATE 2023), pp. 1–15, August 2023.
B. Faria, D. Perdigão, J. Brás, and L. Macedo. “The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack Domain”, in Proceedings of the the 21st EPIA Conference on Artificial Intelligence (EPIA 2022), pp. 464–475, September 2022.
## Conference Posters
D. Perdigão, P. Henriques Abreu, T. J. Cruz. “Towards An Intrusion Detection System For Smart Grids: A Federated Approach”, in 22nd European Conference on Cyber Warfare and Security (ECCWS 2023), June 2023.
## Thesis
D. Perdigão. “Towards An Intrusion Detection System For Smart Grids: A Federated Approach”, Master’s Thesis, University of Coimbra, July 2023.
# Participation in Conferences
26th International Conference on Discovery Science (DS 2023), October 2023.
21st EPIA Conference on Artificial Intelligence (EPIA 2022), September 2022.