Dylan Perdigão


AuthID: R-00M-1P2

Confirmed Publications: 6



1
TITLE: Convolutional Spiking Neural Networks targeting learning and inference in highly imbalanced datasets  Full Text
AUTHORS: Bernardete Ribeiro; Francisco Antunes; Dylan Perdigão ; Catarina Silva;
PUBLISHED: 2024, SOURCE: Pattern Recognition Letters
INDEXED IN: Scopus CrossRef Unpaywall
2
TITLE: Data-Centric Federated Learning for Anomaly Detection in Smart Grids and Other Industrial Control Systems
AUTHORS: Dylan Perdigão ; Tiago Cruz; Paulo Simões; Pedro Henriques Abreu ;
PUBLISHED: 2024, SOURCE: NOMS 2024 IEEE Network Operations and Management Symposium, Seoul, Republic of Korea, May 6-10, 2024
INDEXED IN: DBLP
IN MY: DBLP
3
TITLE: Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection
AUTHORS: Dylan Perdigão ; Francisco Antunes; Catarina Silva; Bernardete Ribeiro;
PUBLISHED: 2024, SOURCE: 27th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2024 in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Talca, Chile, November 26-29, 2024, Proceedings, Part II, VOLUME: 15369
INDEXED IN: Scopus DBLP CrossRef
IN MY: DBLP
4
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
IN MY: DBLP
5
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
6
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

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