306 citations · 531 across the 10 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…
Human-Like Hybrid Caching in Software-defined Edge Cloud
Yixue Hao, Miao Li, Di Wu +3
With the development of Internet of Things (IoT) and communication technology, the number of next-generation IoT devices has increased explosively, and the delay requirement for co…
An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging
Yan Wang, Wei Song, Giancarlo Fortino +3
Underwater images play a key role in ocean exploration, but often suffer from severe quality degradation due to light absorption and scattering in water medium. Although major brea…
A Sustainable Multi-modal Multi-layer Emotion-aware Service at the Edge
Long Hu, Wei Li, Jun Yang +2
Limited by the computational capabilities and battery energy of terminal devices and network bandwidth, emotion recognition tasks fail to achieve good interactive experience for us…
A Dynamic Service-Migration Mechanism in Edge Cognitive Computing
Min Chen, Wei Li, Giancarlo Fortino +3
Driven by the vision of edge computing and the success of rich cognitive services based on artificial intelligence, a new computing paradigm, edge cognitive computing (ECC), is a p…