Stefano Merler

2papers

2 Papers

MSFeb 29, 2012Code
mlpy: Machine Learning Python

Davide Albanese, Roberto Visintainer, Stefano Merler et al.

mlpy is a Python Open Source Machine Learning library built on top of NumPy/SciPy and the GNU Scientific Libraries. mlpy provides a wide range of state-of-the-art machine learning methods for supervised and unsupervised problems and it is aimed at finding a reasonable compromise among modularity, maintainability, reproducibility, usability and efficiency. mlpy is multiplatform, it works with Python 2 and 3 and it is distributed under GPL3 at the website http://mlpy.fbk.eu.

CRJan 7, 2012
A combinatorial model of malware diffusion via Bluetooth connections

Stefano Merler, Giuseppe Jurman

We outline here the mathematical expression of a diffusion model for cellphones malware transmitted through Bluetooth channels. In particular, we provide the deterministic formula underlying the proposed infection model, in its equivalent recursive (simple but computationally heavy) and closed form (more complex but efficiently computable) expression.