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 · 550 citations

Computing, Computer Science, Algorithms +12

Autoencoder-based deep metric learning for network intrusion detection

Giuseppina Andresini, Annalisa Appice, Donato Malerba · Information Sciences · 2021 · 158 citations · Full text

Computing, Computer Engineering, Computer Science +14

Multi-Channel Deep Feature Learning for Intrusion Detection

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro et al. · IEEE Access · 2020 · 138 citations · Full text

Computing, Computer Science, Cybersecurity +16

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

Giuseppina Andresini, Annalisa Appice, Luca Rose et al. · Future Generation Computer Systems · 2021 · 137 citations

Computing, Computer Engineering, Computer Science +14

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

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

Computing, Computer Science, Information Systems +14