Gianni D'Angelo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 38

Top Topics

Malware Detection

Defect Classification

Genetic Programming

Top Venues

Future Gener. Comput. Syst.

ICCSA (Workshops 2)

Publications

Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
An Android Malware Multi-class Classification Explained Through Genetic Programming. ICCSA (Workshops 2) (2024)
Gianni D'Angelo, Francesco Palmieri
A co-evolutionary genetic algorithm for robust and balanced controller placement in software-defined networks. J. Netw. Comput. Appl. 212 (2023)
Gianni D'Angelo, David Della-Morte, Donatella Pastore, Giulia Donadel, Alessandro De Stefano, Francesco Palmieri
Identifying patterns in multiple biomarkers to diagnose diabetic foot using an explainable genetic programming-based approach. Future Gener. Comput. Syst. 140 (2023)
Gianni D'Angelo, Francesco Palmieri
Enhancing COVID-19 tracking apps with human activity recognition using a deep convolutional neural network and HAR-images. Neural Comput. Appl. 35 (19) (2023)
Gianni D'Angelo, Massimo Ficco, Antonio Robustelli
An Association Rules-Based Approach for Anomaly Detection on CAN-bus. ICCSA (Workshops 2) (2023)
Gianni D'Angelo, Eslam Farsimadan, Francesco Palmieri
Recurrence Plots-Based Network Attack Classification Using CNN-Autoencoders. ICCSA (Workshops 2) (2023)
Gianni D'Angelo, Eslam Farsimadan, Massimo Ficco, Francesco Palmieri, Antonio Robustelli
Privacy-preserving malware detection in Android-based IoT devices through federated Markov chains. Future Gener. Comput. Syst. 148 (2023)
Gianni D'Angelo, Salvatore Rampone
Forecasting the spread of SARS-CoV-2 in the campania region using genetic programming. Soft Comput. 26 (19) (2022)
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
Artificial neural networks for resources optimization in energetic environment. Soft Comput. 26 (4) (2022)
Gianni D'Angelo, Arcangelo Castiglione, Francesco Palmieri
DNS tunnels detection via DNS-images. Inf. Process. Manag. 59 (3) (2022)
Gianni D'Angelo, Maria Nunzia Scoppettuolo, Anna Lisa Cammarota, Alessandra Rosati, Francesco Palmieri
A genetic programming-based approach for classifying pancreatic adenocarcinoma: the SICED experience. Soft Comput. 26 (19) (2022)
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
A federated approach to Android malware classification through Perm-Maps. Clust. Comput. 25 (4) (2022)
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli
Effectiveness of Video-Classification in Android Malware Detection Through API-Streams and CNN-LSTM Autoencoders. MobiSec (2021)
Gianni D'Angelo, Massimo Ficco, Francesco Palmieri
Association rule-based malware classification using common subsequences of API calls. Appl. Soft Comput. 105 (2021)
Gianni D'Angelo, Francesco Palmieri, Antonio Robustelli, Arcangelo Castiglione
Effective classification of android malware families through dynamic features and neural networks. Connect. Sci. 33 (3) (2021)
Raffaele Pizzolante, Arcangelo Castiglione, Bruno Carpentieri, Roberto Contaldo, Gianni D'Angelo, Francesco Palmieri
A machine learning-based memory forensics methodology for TOR browser artifacts. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Gianni D'Angelo, Francesco Palmieri
Network traffic classification using deep convolutional recurrent autoencoder neural networks for spatial-temporal features extraction. J. Netw. Comput. Appl. 173 (2021)
Gianni D'Angelo, Francesco Palmieri
GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems. Inf. Sci. 547 (2021)
Gianni D'Angelo, Francesco Palmieri
A stacked autoencoder-based convolutional and recurrent deep neural network for detecting cyberattacks in interconnected power control systems. Int. J. Intell. Syst. 36 (12) (2021)
Gianni D'Angelo, Arcangelo Castiglione, Francesco Palmieri
A Cluster-Based Multidimensional Approach for Detecting Attacks on Connected Vehicles. IEEE Internet Things J. 8 (16) (2021)
Massimo Tipaldi, Lorenzo Feruglio, Pierre Denis, Gianni D'Angelo
On applying AI-driven flight data analysis for operational spacecraft model-based diagnostics. Annu. Rev. Control. 49 (2020)
Stefano Elia, Gianni D'Angelo, Francesco Palmieri, Roberto Sorge, Renato Massoud, Claudio Cortese, Georgia Hardavella, Alessandro De Stefano
A machine learning evolutionary algorithm-based formula to assess tumor markers and predict lung cancer in cytologically negative pleural effusions. Soft Comput. 24 (10) (2020)
Gianni D'Angelo, Massimo Ficco, Francesco Palmieri
Malware detection in mobile environments based on Autoencoders and API-images. J. Parallel Distributed Comput. 137 (2020)
Chang Choi, Gianni D'Angelo, Francesco Palmieri
Special Issue on Intelligent Systems in Sensor Networks and Internet of Things. Sensors 20 (11) (2020)
Gianni D'Angelo, Francesco Palmieri
Knowledge elicitation based on genetic programming for non destructive testing of critical aerospace systems. Future Gener. Comput. Syst. 102 (2020)
Gianni D'Angelo, Francesco Palmieri
Discovering genomic patterns in SARS-CoV-2 variants. Int. J. Intell. Syst. 35 (11) (2020)
Gianni D'Angelo, Raffaele Pilla, Carlo Tascini, Salvatore Rampone
A proposal for distinguishing between bacterial and viral meningitis using genetic programming and decision trees. Soft Comput. 23 (22) (2019)
Gianni D'Angelo, Francesco Palmieri, Salvatore Rampone
Detecting unfair recommendations in trust-based pervasive environments. Inf. Sci. 486 (2019)
Gianni D'Angelo, Massimo Tipaldi, Francesco Palmieri, Luigi Glielmo
A data-driven approximate dynamic programming approach based on association rule learning: Spacecraft autonomy as a case study. Inf. Sci. 504 (2019)
Gianni D'Angelo, Raffaele Pilla, Jay B. Dean, Salvatore Rampone
Toward a soft computing-based correlation between oxygen toxicity seizures and hyperoxic hyperpnea. Soft Comput. 22 (7) (2018)
Gianni D'Angelo, Salvatore Rampone
A NAT traversal mechanism for cloud video surveillance applications using WebSocket. Multim. Tools Appl. 77 (19) (2018)
Gianni D'Angelo, Marco Laracca, Salvatore Rampone, Giovanni Betta
Fast Eddy Current Testing Defect Classification Using Lissajous Figures. IEEE Trans. Instrum. Meas. 67 (4) (2018)
Gianni D'Angelo, Salvatore Rampone, Francesco Palmieri
Developing a trust model for pervasive computing based on Apriori association rules learning and Bayesian classification. Soft Comput. 21 (21) (2017)
Gianni D'Angelo, Salvatore Rampone
Diagnosis of aerospace structure defects by a HPC implemented soft computing algorithm. CoRR (2016)
Gianni D'Angelo, Salvatore Rampone
Shape-based defect classification for Non Destructive Testing. CoRR (2016)
Gianni D'Angelo, Salvatore Rampone
Feature Extraction and Soft Computing Methods for Aerospace Structure Defect Classification. CoRR (2016)
Gianni D'Angelo, Salvatore Rampone, Francesco Palmieri
An Artificial Intelligence-Based Trust Model for Pervasive Computing. 3PGCIC (2015)
Gianni D'Angelo, Francesco Palmieri, Massimo Ficco, Salvatore Rampone
An uncertainty-managing batch relevance-based approach to network anomaly detection. Appl. Soft Comput. 36 (2015)
Gianni D'Angelo, Salvatore Rampone
Towards a HPC-oriented parallel implementation of a learning algorithm for bioinformatics applications. BMC Bioinform. 15 (S-5) (2014)
Massimo Ficco, Maurizio D'Arienzo, Gianni D'Angelo
A bluetooth infrastructure for automatic services access in ubiquitous and nomadic computing environments. MOBIWAC (2007)