Machine Learning in Complex Networks

Machine Learning in Complex Networks

Christiano Silva, Thiago; Zhao, Liang

Springer International Publishing AG

03/2018

331

Mole

Inglês

9783319792347

15 a 20 dias

539

Descrição não disponível.
Introduction.- Complex Networks.- Machine Learning.- Network Construction Techniques.- Network-Based Supervised Learning.- Network-Based Unsupervised Learning.- Network-Based Semi-Supervised Learning.- Case Study of Network-Based Supervised Learning: High-Level Data Classification.- Case Study of Network-Based Unsupervised Learning: Stochastic Competitive Learning in Networks.- Case Study of Network-Based Semi-Supervised Learning: Stochastic Competitive-Cooperative Learning in Networks.
Community Detection;Complex Networks;Data Classification;Data Clustering;Machine Learning