Donato Malerba

A comparative analysis of methods for pruning decision trees

Floriana Esposito, Donato Malerba, Giovanni Semeraro et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 546 citations

Artificial Intelligence, Engineering, Machine Learning +15

Autoencoder-based deep metric learning for network intrusion detection

Giuseppina Andresini, Annalisa Appice, Donato Malerba · Information Sciences · 2021 · 152 citations · Full text

Anomaly Detection, Machine Learning, Data Science +7

Multi-Channel Deep Feature Learning for Intrusion Detection

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro et al. · IEEE Access · 2020 · 131 citations · Full text

Convolutional Neural Network, Anomaly Detection, Machine Learning +14

GAN augmentation to deal with imbalance in imaging-based intrusion detection

Giuseppina Andresini, Annalisa Appice, Luca Rose et al. · Future Generation Computer Systems · 2021 · 131 citations

Data Augmentation, Image Analysis, Machine Learning +12

Classifying web documents in a hierarchy of categories: a comprehensive study

Michelangelo Ceci, Donato Malerba · Journal of Intelligent Information Systems · 2007 · 119 citations

Comprehensive Study, Web Mining, Engineering +13