183 citations · 221 across the 8 of their papers we have counts for
10 papers
Digital Signal Analysis based on Convolutional Neural Networks for Active Target Time Projection Chambers
G. F. Fortino, J. C. Zamora, L. E. Tamayose +2
An algorithm for digital signal analysis using convolutional neural networks (CNN) was developed in this work. The main objective of this algorithm is to make the analysis of exper…
FallDeF5: A Fall Detection Framework Using 5G-based Deep Gated Recurrent Unit Networks
Mabrook S. Al-Rakhami, Abdu Gumaei1, Meteb Altaf +4
Fall prevalence is high among elderly people, which is challenging due to the severe consequences of falling. This is why rapid assistance is a critical task. Ambient assisted livi…
Cloud based Scalable Object Recognition from Video Streams using Orientation Fusion and Convolutional Neural Networks
Muhammad Usman Yaseen, Ashiq Anjum, Giancarlo Fortino +2
Object recognition from live video streams comes with numerous challenges such as the variation in illumination conditions and poses. Convolutional neural networks (CNNs) have been…
Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review
Mario Di Mauro, Giovanni Galatro, Giancarlo Fortino +1
Machine Learning (ML) techniques are becoming an invaluable support for network intrusion detection, especially in revealing anomalous flows, which often hide cyber-threats. Typica…
Tracking Algorithms for TPCs using Consensus-Based Robust Estimators
J. C. Zamora, G. F. Fortino
A tracking algorithm based on consensus-robust estimators was implemented for the analysis of experiments with time-projection chambers. In this work, few algorithms beyond RANSAC…
Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review
L. Erhan, M. Ndubuaku, M. Di Mauro +5
Anomaly detection is concerned with identifying data patterns that deviate remarkably from the expected behaviour. This is an important research problem, due to its broad set of ap…