17 citations · 17 across the 4 of their papers we have counts for
4 papers
Deep Active Learning for Axon-Myelin Segmentation on Histology Data
Melanie Lubrano di Scandalea, Christian S. Perone, Mathieu Boudreau +1
Semantic segmentation is a crucial task in biomedical image processing, which recent breakthroughs in deep learning have allowed to improve. However, deep learning methods in gener…
The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection
Telmo Felgueira, Silvio Rodrigues, Christian S. Perone +1
The cost of wind energy can be reduced by using SCADA data to detect faults in wind turbine components. Normal behavior models are one of the main fault detection approaches, but t…
Towards ECDSA key derivation from deep embeddings for novel Blockchain applications
Christian S. Perone
In this work, we propose a straightforward method to derive Elliptic Curve Digital Signature Algorithm (ECDSA) key pairs from embeddings created using Deep Learning and Metric Lear…
Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil
Christian S. Perone
This study describes the experimental application of Machine Learning techniques to build prediction models that can assess the injury risk associated with traffic accidents. This…