Gianni D'Angelo

48 papers Journal 38Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inter-layer autoencoder for mitigating evasion attacks against network intrusion detection systems.
Appl. Soft Comput.
Gianni D'Angelo, Massimo Ficco, Francesco Palmieri
2025 J jnl
Context-aware coverage path planning for a swarm of UAVs using mobile ground stations for battery-swapping.
Soft Comput.
Lorenzo Porcelli, Massimo Ficco, Gianni D'Angelo, Francesco Palmieri
2025 — conf
Epidemic Analysis of the Propagation of Multiple Malware Infectious in Wireless Sensor Networks.
AINA (8)
Leila Moradi, Eslam Farsimadan, Gianni D'Angelo, Bruno Carpentieri, Francesco Palmieri
2024 J jnl
A hound-inspired pre-hybridized genetic approach for router placement in wireless mesh networks.
Appl. Soft Comput.
Gianni D'Angelo, Francesco Palmieri
2024 — conf
An Android Malware Multi-class Classification Explained Through Genetic Programming.
ICCSA (Workshops 2)
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
2024 J jnl
An explainable model for predicting Worsening Heart Failure based on genetic programming.
Comput. Biol. Medicine
Valeria Visco, Antonio Robustelli, Francesco Loria, Antonella Rispoli, Francesca Palmieri, Alessia Bramanti, Albino Carrizzo, Carmine Vecchione, Francesco Palmieri, Michele Ciccarelli, Gianni D'Angelo
2024 — ed.
Proceedings of the 8th Italian Conference on Cyber Security (ITASEC 2024), Salerno, Italy, April 8-12, 2024.
ITASEC
Gianni D'Angelo, Flaminia L. Luccio, Francesco Palmieri
2023 J jnl
A co-evolutionary genetic algorithm for robust and balanced controller placement in software-defined networks.
J. Netw. Comput. Appl.
Gianni D'Angelo, Francesco Palmieri
2023 — conf
An Association Rules-Based Approach for Anomaly Detection on CAN-bus.
ICCSA (Workshops 2)
Gianni D'Angelo, Massimo Ficco, Antonio Robustelli
2023 J jnl
Enhancing COVID-19 tracking apps with human activity recognition using a deep convolutional neural network and HAR-images.
Neural Comput. Appl.
Gianni D'Angelo, Francesco Palmieri
2023 J jnl
Identifying patterns in multiple biomarkers to diagnose diabetic foot using an explainable genetic programming-based approach.
Future Gener. Comput. Syst.
Gianni D'Angelo, David Della-Morte, Donatella Pastore, Giulia Donadel, Alessandro De Stefano, Francesco Palmieri
2023 — conf
Network Anomaly Detection Based on Burrows-Wheeler Transform and Variational Autoencoders.
WIRN
Bruno Carpentieri, Gianni D'Angelo, Massimo Ficco, Ugo Fiore, Francesco Palmieri
2023 J jnl
Privacy-preserving malware detection in Android-based IoT devices through federated Markov chains.
Future Gener. Comput. Syst.
Gianni D'Angelo, Eslam Farsimadan, Massimo Ficco, Francesco Palmieri, Antonio Robustelli
2023 — conf
Recurrence Plots-Based Network Attack Classification Using CNN-Autoencoders.
ICCSA (Workshops 2)
Gianni D'Angelo, Eslam Farsimadan, Francesco Palmieri
2022 J jnl
A federated approach to Android malware classification through Perm-Maps.
Clust. Comput.
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
2022 J jnl
A genetic programming-based approach for classifying pancreatic adenocarcinoma: the SICED experience.
Soft Comput.
Gianni D'Angelo, Maria Nunzia Scoppettuolo, Anna Lisa Cammarota, Alessandra Rosati, Francesco Palmieri
2022 J jnl
Artificial neural networks for resources optimization in energetic environment.
Soft Comput.
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
2022 J jnl
DNS tunnels detection via DNS-images.
Inf. Process. Manag.
Gianni D'Angelo, Arcangelo Castiglione, Francesco Palmieri
2022 J jnl
Forecasting the spread of SARS-CoV-2 in the campania region using genetic programming.
Soft Comput.
Gianni D'Angelo, Salvatore Rampone
2021 J jnl
A Cluster-Based Multidimensional Approach for Detecting Attacks on Connected Vehicles.
IEEE Internet Things J.
Gianni D'Angelo, Arcangelo Castiglione, Francesco Palmieri
2021 J jnl
A machine learning-based memory forensics methodology for TOR browser artifacts.
Concurr. Comput. Pract. Exp.
Raffaele Pizzolante, Arcangelo Castiglione, Bruno Carpentieri, Roberto Contaldo, Gianni D'Angelo, Francesco Palmieri
2021 J jnl
A stacked autoencoder-based convolutional and recurrent deep neural network for detecting cyberattacks in interconnected power control systems.
Int. J. Intell. Syst.
Gianni D'Angelo, Francesco Palmieri
2021 J jnl
Association rule-based malware classification using common subsequences of API calls.
Appl. Soft Comput.
Gianni D'Angelo, Massimo Ficco, Francesco Palmieri
2021 J jnl
Effective classification of android malware families through dynamic features and neural networks.
Connect. Sci.
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli, Arcangelo Castiglione
2021 — conf
Effectiveness of Video-Classification in Android Malware Detection Through API-Streams and CNN-LSTM Autoencoders.
MobiSec
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
2021 J jnl
GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems.
Inf. Sci.
Gianni D'Angelo, Francesco Palmieri
2021 J jnl
Network traffic classification using deep convolutional recurrent autoencoder neural networks for spatial-temporal features extraction.
J. Netw. Comput. Appl.
Gianni D'Angelo, Francesco Palmieri
2020 J jnl
A machine learning evolutionary algorithm-based formula to assess tumor markers and predict lung cancer in cytologically negative pleural effusions.
Soft Comput.
Stefano Elia, Gianni D'Angelo, Francesco Palmieri, Roberto Sorge, Renato Massoud, Claudio Cortese, Georgia Hardavella, Alessandro De Stefano
2020 J jnl
Discovering genomic patterns in SARS-CoV-2 variants.
Int. J. Intell. Syst.
Gianni D'Angelo, Francesco Palmieri
2020 J jnl
Knowledge elicitation based on genetic programming for non destructive testing of critical aerospace systems.
Future Gener. Comput. Syst.
Gianni D'Angelo, Francesco Palmieri
2020 J jnl
Malware detection in mobile environments based on Autoencoders and API-images.
J. Parallel Distributed Comput.
Gianni D'Angelo, Massimo Ficco, Francesco Palmieri
2020 J jnl
On applying AI-driven flight data analysis for operational spacecraft model-based diagnostics.
Annu. Rev. Control.
Massimo Tipaldi, Lorenzo Feruglio, Pierre Denis, Gianni D'Angelo
2020 J jnl
Special Issue on Intelligent Systems in Sensor Networks and Internet of Things.
Sensors
Chang Choi, Gianni D'Angelo, Francesco Palmieri
2019 J jnl
A data-driven approximate dynamic programming approach based on association rule learning: Spacecraft autonomy as a case study.
Inf. Sci.
Gianni D'Angelo, Massimo Tipaldi, Francesco Palmieri, Luigi Glielmo
2019 J jnl
A proposal for distinguishing between bacterial and viral meningitis using genetic programming and decision trees.
Soft Comput.
Gianni D'Angelo, Raffaele Pilla, Carlo Tascini, Salvatore Rampone
2019 J jnl
Detecting unfair recommendations in trust-based pervasive environments.
Inf. Sci.
Gianni D'Angelo, Francesco Palmieri, Salvatore Rampone
2018 J jnl
A NAT traversal mechanism for cloud video surveillance applications using WebSocket.
Multim. Tools Appl.
Gianni D'Angelo, Salvatore Rampone
2018 J jnl
Fast Eddy Current Testing Defect Classification Using Lissajous Figures.
IEEE Trans. Instrum. Meas.
Gianni D'Angelo, Marco Laracca, Salvatore Rampone, Giovanni Betta
2018 J jnl
Toward a soft computing-based correlation between oxygen toxicity seizures and hyperoxic hyperpnea.
Soft Comput.
Gianni D'Angelo, Raffaele Pilla, Jay B. Dean, Salvatore Rampone
2017 J jnl
Developing a trust model for pervasive computing based on Apriori association rules learning and Bayesian classification.
Soft Comput.
Gianni D'Angelo, Salvatore Rampone, Francesco Palmieri
2016 J jnl
Diagnosis of aerospace structure defects by a HPC implemented soft computing algorithm.
CoRR
Gianni D'Angelo, Salvatore Rampone
2016 J jnl
Feature Extraction and Soft Computing Methods for Aerospace Structure Defect Classification.
CoRR
Gianni D'Angelo, Salvatore Rampone
2016 J jnl
Shape-based defect classification for Non Destructive Testing.
CoRR
Gianni D'Angelo, Salvatore Rampone
2015 — conf
An Artificial Intelligence-Based Trust Model for Pervasive Computing.
3PGCIC
Gianni D'Angelo, Salvatore Rampone, Francesco Palmieri
2015 J jnl
An uncertainty-managing batch relevance-based approach to network anomaly detection.
Appl. Soft Comput.
Gianni D'Angelo, Francesco Palmieri, Massimo Ficco, Salvatore Rampone
2014 J jnl
Towards a HPC-oriented parallel implementation of a learning algorithm for bioinformatics applications.
BMC Bioinform.
Gianni D'Angelo, Salvatore Rampone
2007 — conf
A bluetooth infrastructure for automatic services access in ubiquitous and nomadic computing environments.
MOBIWAC
Massimo Ficco, Maurizio D'Arienzo, Gianni D'Angelo
2002 — —
Analisi e progetto di circuiti translineari per applicazioni optoelettroniche.
Gianni D'Angelo