Publications
My journey in the scientific literature, including research articles, posters and theses.
2025
Dec
IEEE
CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications
2025
Oct
RECPAD 2025
Aveiro, Portugal 🇵🇹
🏆 Best Paper Award Finalist
Neuromorphic Bank Account Fraud Detection with Fairness-Aware Population Coding Mechanism
2025
Jun
IbPRIA 2025
Coimbra, Portugal 🇵🇹
Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats
2025
Mar
PRL 2025
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets
2024
Nov
CIARP 2024
Talca, Chile 🇨🇱
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
2024
Nov
EPIA 2024
Viana do Castelo, Portugal 🇵🇹
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization
2024
Oct
RECPAD 2024
Covilhã, Portugal 🇵🇹
1D-Convolutional Spiking Neural Network Optimisation for Bank Account Fraud Detection
2024
Oct
RECPAD 2024
Covilhã, Portugal 🇵🇹
1D-Convolutional Spiking Neural Network Optimisation for Bank Account Fraud Detection
2024
Oct
ECAI 2024
Santiago de Compostela, Spain 🇪🇸
2024
Sep
EPIA 2024
Viana do Castelo, Portugal 🇵🇹
🏆 Best Student Poster Award
Bayesian Causal Inference in Deep Spiking Neural Networks
2024
May
NOMS 2024
Seoul, Republic of Korea 🇰🇷
Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
2024
May
NOMS 2024
Seoul, Republic of Korea 🇰🇷
Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
2023
Aug
SLATE 2023
Vila do Conde, Portugal 🇵🇹
🏆 Best Paper Award
Question Answering over Linked Data with GPT-3
2023
Jul
MSc
Coimbra, Portugal 🇵🇹
2023
Jun
ECCWS 2023
Athens, Greece 🇬🇷
🏆 Best Poster Award
Towards An Intrusion Detection System For Smart Grids: A Federated Approach
2022
Sep
EPIA 2022
Lisboa, Portugal 🇵🇹