Giorgio Giacinto

Design of effective neural network ensembles for image classification purposes

Giorgio Giacinto, Fabio Roli · Image and Vision Computing · 2001 · 403 citations

Data Classification, Classification Method, Image Analysis +11

Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification

Mansour Ahmadi, Dmitry Ulyanov, Stanislav Semenov et al. · 2016 · 347 citations

Engineering, Machine Learning, Evasion Technique +20

McPAD: A multiple classifier system for accurate payload-based anomaly detection

Roberto Perdisci, Davide Ariu, Prahlad Fogla et al. · Computer Networks · 2008 · 268 citations

Anomaly Detection, Machine Learning, Engineering +9

Dynamic classifier selection based on multiple classifier behaviour

Giorgio Giacinto, Fabio Roli · Pattern Recognition · 2001 · 250 citations

Dynamic Classifier Selection, Engineering, Machine Learning +8

Adversarial attacks against intrusion detection systems: Taxonomy, solutions and open issues

Igino Corona, Giorgio Giacinto, Fabio Roli · Information Sciences · 2013 · 218 citations

Engineering, Data Science, Data Mining +14