no code implementations • LREC 2022 • Hugo Gonçalo Oliveira, Patrícia Ferreira, Daniel Martins, Catarina Silva, Ana Alves
Several dialogue corpora are currently available for research purposes, but they still fall short for the growing interest in the development of dialogue systems with their own specific requirements.
1 code implementation • Iberoamerican Congress on Pattern Recognition 2024 • Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
Our proposed SNN approach with neural joint activity enables the classification of fraudulent opening of bank accounts more accurately and fairly than standard SNNs.
Ranked #1 on
Fairness
on BAF – Variant V
1 code implementation • EPIA Conference on Artificial Intelligence 2024 • Dylan Perdigão, Francisco Antunes, Catarina Silva, Bernardete Ribeiro
Our approach consists of applying 1D-Convolutional Spiking Neural Networks to improve fraud detection on the Bank Account Fraud dataset with the Bayesian optimization of hyperparameters.
Ranked #1 on
Fairness
on BAF – Base
no code implementations • 13 Jun 2024 • Miguel Fernandes, Catarina Silva, Alberto Cardoso, Bernardete Ribeiro
Condition-Based Maintenance is pivotal in enabling the early detection of potential failures in engineering systems, where precise prediction of the Remaining Useful Life is essential for effective maintenance and operation.
no code implementations • 2 May 2024 • Patrícia Ferreira, Daniel Martins, Ana Alves, Catarina Silva, Hugo Gonçalo Oliveira
The design of dialogue flows is a critical but time-consuming task when developing task-oriented dialogue (TOD) systems.