Abstract
Machine learning aims at the development of computational methods capable of "learn" with experience. Such techniques are able to, on an automatic form, generate models to organize the existing knowledge or even imitate the behavior of a human expert in certain rank. Another interdisciplinary domain with intense development in the last years is the complex networks. Such networks have eme…