Dylan Perdigão


AuthID: R-00M-1P2

Confirmed Publications: 8



1
TITLE: Spiking Alternatives for the Leaky Integrate-and-Fire Neuron: Applications in Cybersecurity and Financial Threats
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2026, SOURCE: 12th Iberian Conference on Pattern Recognition and Image Analysis-IbPRIA in PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT I, VOLUME: 15937
INDEXED IN: Scopus WOS DBLP CrossRef: 1
IN MY: ORCID | DBLP | CIÊNCIAVITAE
2
TITLE: CalibraSNN: Fair and Calibrated Convolutional Spiking Neural Network for High-Stakes Industry Applications
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
3
TITLE: Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets  Full Text
AUTHORS: Bernardete Ribeiro ; Antunes, Francisco; Dylan Perdigão ; Silva, Catarina;
PUBLISHED: 2025, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 189
INDEXED IN: Scopus WOS DBLP CrossRef: 10 Unpaywall
IN MY: ORCID | DBLP | CIÊNCIAVITAE
4
TITLE: Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
AUTHORS: Dylan Perdigão ; Antunes, Francisco; Silva, Catarina; Bernardete Ribeiro ;
PUBLISHED: 2025, SOURCE: 27th Iberoamerican Congress on Pattern Recognition-CIARP-Annual in PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, CIARP 2024, PT II, VOLUME: 15369
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP | CIÊNCIAVITAE
5
TITLE: Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems  Full Text
AUTHORS: Dylan Perdigão ; Cruz, Tiago ; Simoes, Paulo; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: IEEE/IFIP Network Operations and Management Symposium (NOMS) in PROCEEDINGS OF 2024 IEEE/IFIP NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM, NOMS 2024
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID | CIÊNCIAVITAE
6
TITLE: Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro ;
PUBLISHED: 2024, SOURCE: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024 in Progress in Artificial Intelligence - 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3-6, 2024, Proceedings, Part III, VOLUME: 14969
INDEXED IN: Scopus DBLP CrossRef: 2
IN MY: ORCID | DBLP | CIÊNCIAVITAE
7
TITLE: Question Answering over Linked Data with GPT-3
AUTHORS: Bruno Faria; Dylan Perdigão ; Hugo Gonçalo Oliveira;
PUBLISHED: 2023, SOURCE: 12th Symposium on Languages, Applications and Technologies, SLATE 2023 in 12th Symposium on Languages, Applications and Technologies, SLATE 2023, June 26-28, 2023, Vila do Conde, Portugal, VOLUME: 113
INDEXED IN: Scopus DBLP
IN MY: ORCID | DBLP | CIÊNCIAVITAE
8
TITLE: The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack Domain
AUTHORS: Faria, Bruno; Dylan Perdigão ; Bras, Joana; Macedo, Luis;
PUBLISHED: 2022, SOURCE: 21st EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2022, VOLUME: 13566
INDEXED IN: Scopus WOS DBLP CrossRef: 3
IN MY: ORCID | DBLP | CIÊNCIAVITAE

footer slogan

Useful Links

Get Help

© 2026 CRACS & Inesc TEC - All Rights Reserved Privacy Policy | Terms of Service