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Publications
All (13)
Jour. Papers (1)
Conf. Papers (6)
Conf. Posters (5)
Theses (1)
All (13)
All
13
Jour. Papers
1
Conf. Papers
6
Conf. Posters
5
Theses
1
Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets
Bernardete Ribeiro
Francisco Antunes
Dylan Perdigão
Catarina Silva
March
2025
PRL 2025
vol. 189
pp. 241-247
Bernardete Ribeiro
Francisco Antunes
Dylan Perdigão
Catarina Silva
March
2025
PRL 2025
Pattern Recognition Letters
vol. 189
pp. 241-247
Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
November
2024
CIARP 2024
Talca
🇨🇱
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
November
2024
CIARP 2024
Talca
Chile
🇨🇱
Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
November
2024
EPIA 2024
Viana do Castelo
🇵🇹
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
November
2024
EPIA 2024
Viana do Castelo
Portugal
🇵🇹
1D-Convolutional Spiking Neural Network Optimisation for Bank Account Fraud Detection
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
October
2024
RECPAD 2024
Covilhã
🇵🇹
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
October
2024
RECPAD 2024
Covilhã
Portugal
🇵🇹
1D-Convolutional Spiking Neural Network Optimisation for Bank Account Fraud Detection
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
October
2024
RECPAD 2024
Covilhã
🇵🇹
Dylan Perdigão
Francisco Antunes
Catarina Silva
Bernardete Ribeiro
October
2024
RECPAD 2024
Covilhã
Portugal
🇵🇹
Bayesian Causal Inference in Deep Spiking Neural Networks
Dylan Perdigão
October
2024
ECAI 2024
Santiago de Compostela
🇪🇸
Dylan Perdigão
October
2024
ECAI 2024
Santiago de Compostela
Spain
🇪🇸
Bayesian Causal Inference in Deep Spiking Neural Networks
Best Student Poster Award
Dylan Perdigão
September
2024
EPIA 2024
Viana do Castelo
🇵🇹
Best Student Poster Award
Dylan Perdigão
September
2024
EPIA 2024
Viana do Castelo
Portugal
🇵🇹
Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
Dylan Perdigão
Tiago Cruz
Paulo Simões
Pedro Henriques Abreu
May
2024
NOMS 2024
Seoul
🇰🇷
Dylan Perdigão
Tiago Cruz
Paulo Simões
Pedro Henriques Abreu
May
2024
NOMS 2024
Seoul
Republic of Korea
🇰🇷
Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
Dylan Perdigão
Tiago Cruz
Paulo Simões
Pedro Henriques Abreu
May
2024
NOMS 2024
Seoul
🇰🇷
Dylan Perdigão
Tiago Cruz
Paulo Simões
Pedro Henriques Abreu
May
2024
NOMS 2024
Seoul
Republic of Korea
🇰🇷
Question Answering over Linked Data with GPT-3
Best Paper Award
Bruno Faria
Dylan Perdigão
Hugo Gonçalo Oliveira
August
2023
SLATE 2023
Vila do Conde
🇵🇹
Best Paper Award
Bruno Faria
Dylan Perdigão
Hugo Gonçalo Oliveira
August
2023
SLATE 2023
Vila do Conde
Portugal
🇵🇹
Towards an Intrusion Detection System for Smart Grids: A Federated Approach
Dylan Perdigão
July
2023
University of Coimbra
Coimbra
🇵🇹
Dylan Perdigão
July
2023
University of Coimbra
Coimbra
Portugal
🇵🇹
Towards An Intrusion Detection System For Smart Grids: A Federated Approach
Best Poster Award
Dylan Perdigão
Pedro Henriques Abreu
Tiago Cruz
June
2023
ECCWS 2023
Athens
🇬🇷
Best Poster Award
Dylan Perdigão
Pedro Henriques Abreu
Tiago Cruz
June
2023
ECCWS 2023
Athens
Greece
🇬🇷
The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack Domain
Bruno Faria
Dylan Perdigão
Joana Brás
Luís Macedo
September
2022
EPIA 2022
Lisboa
🇵🇹
Bruno Faria
Dylan Perdigão
Joana Brás
Luís Macedo
September
2022
EPIA 2022
Lisboa
Portugal
🇵🇹
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