A novel approach for predictive maintenance combining GAF encoding strategies and deep networks

Vincenzo Moscato , Giancarlo Sperli , Antonio Galli , Antonino Ferraro
2020 IEEE 6th International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application (DependSys) 127 -132

2020
Deep Learning for HDD health assessment: an application based on LSTM

Giancarlo Sperli , Aniello De santo , Antonio Galli , Michela Gravina
IEEE Transactions on Computers 1 -1

53
2020
DCE-MRI Breast Lesions Segmentation with a 3TP U-Net Deep Convolutional Neural Network

Gabriele Piantadosi , Stefano Marrone , Antonio Galli , Mario Sansone
computer-based medical systems 628 -633

24
2019
Evaluating Impacts of Motion Correction on Deep Learning Approaches for Breast DCE-MRI Segmentation and Classification

Antonio Galli , Michela Gravina , Stefano Marrone , Gabriele Piantadosi
Computer Analysis of Images and Patterns 294 -304

2
2019
A Business Reputation Methodology Using Social Network Analysis

Antonio Galli , Michela Gravina , Vincenzo Moscato , Antonio Picariello
international symposium on pervasive systems, algorithms, and networks 96 -106

2019
An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction

Antonio Galli , Vincenzo Moscato , Giancarlo Sperlí , Aniello De Santo
database and expert systems applications 403 -413

5
2020
Data-driven network orchestrator for 5G satellite-terrestrial integrated networks: the ANChOR project

Fabio Patrone , Giacomo Bacci , Antonio Galli , Pietro Giardina
Smpte Journal 1 -6

4
2021
Credit Score Prediction Relying on Machine Learning

Flora Amato , Antonino Ferraro , Antonio Galli , Francesco Moscato
Smpte Journal 3194 546 -553

2022
A deep learning approach for semi-supervised community detection in Online Social Networks

Aniello De Santo , Antonio Galli , Vincenzo Moscato , Giancarlo Sperlì
Knowledge-Based Systems 229 107345

11
2021
A deep attention based approach for predictive maintenance applications in IoT scenarios

Roberto De Luca , Antonino Ferraro , Antonio Galli , Mose Gallo
Journal of Manufacturing Technology Management 34 ( 4) 535 -556

2023
A comprehensive Benchmark for fake news detection

Antonio Galli , Elio Masciari , Vincenzo Moscato , Giancarlo Sperlí
Journal of Intelligent Information Systems 59 ( 1) 237 -261

10
2022
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings

Antonio Galli , Marco Savino Piscitelli , Vincenzo Moscato , Alfonso Capozzoli
Expert Systems with Applications 206 117649

2
2022
An anomalous sound detection methodology for predictive maintenance

Emanuele Di Fiore , Antonino Ferraro , Antonio Galli , Vincenzo Moscato
Expert Systems with Applications 209 118324

1
2022
Multi-criteria assessment of user trust in Social Reviewing Systems with subjective logic fusion

Christian Esposito , Antonio Galli , Vincenzo Moscato , Giancarlo Sperlí
Information Fusion 77 1 -18

8
2022
Development of Technologies for the Detection of (Cyber) Bullying Actions: The BullyBuster Project

Giulia Orrù , Antonio Galli , Vincenzo Gattulli , Michela Gravina
Information 14 ( 8) 430 -430

2023
Technologies Development for (Cyber) Bullying Detection: the BullyBuster project

Giulia Orrù , Antonio Galli , Vincenzo Gattulli , Michela Gravina
INFORMATION 14 ( 8)

2023
Leveraging Artificial Intelligence to Fight (Cyber) Bullying for Human Well-being: The BullyBuster Project

Giulia Orrù , Antonio Galli , Vincenzo Gattulli , Michela Gravina
CEUR WORKSHOP PROCEEDINGS 3486 189 -194

2023
LSTM-based failure prediction for railway rolling stock equipment

Luigi De Simone , Enzo Caputo , Marcello Cinque , Antonio Galli
Expert Systems with Applications 222 119767 -119767

13
2023
FEAD-D: Facial Expression Analysis in Deepfake Detection

Michela Gravina , Antonio Galli , Geremia De Micco , Stefano Marrone
Springer Nature Switzerland 283 -294

2023
Evaluating time series encoding techniques for predictive maintenance

Aniello De Santo , Antonino Ferraro , Antonio Galli , Vincenzo Moscato
Expert Systems with Applications 210 118435 -118435

19
2022