[Mobile book] Machine Learning in Complex Networks






 | #1950257 in Books |  2016-01-29 | Original language:English | PDF # 1 |  9.21 x.81 x6.14l,.0 | File Name: 3319172891 | 331 pages

|| |“The book explores the combined area of complex network-based machine learning. It presents the theoretical concepts underlying the two complementary parts as well as those related to their interaction with respect to supervised, unsupervised and semi-s

This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is presented, offering necessary background material. In the second part, we describe in details some specific techniques based on complex networks for supervised, non-supervised, and semi-supervised learning. Particularly, a stochastic particle competition technique for both non-...


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