Can I read Machine Learning in Complex Networks on EtoBox?

Machine Learning in Complex Networks by Thiago Christiano Silva; Donald Davendra is a nonfiction available to read on EtoBox.

What is Machine Learning in Complex Networks about?

This Book Explores The Features And Advantages Offered By Complex Networks In The Domain Of Machine Learning. In The First Part Of The Book, We Present An Overview On Complex Networks And Machine Learning. Then, We Provide A Comprehensive Description On Network-based Machine Learning. In Addition, We Also Address The Important Network Construction Issue. In The Second Part Of The Book, We Describe Some Techniques For Supervised, Unsupervised, And Semi-supervised Learning That Rely On Complex Networks To Perform The Learning Process. Particularly, We Thoroughly Investigate A Particle Competition Technique For Both Unsupervised And Semi-supervised Learning That Is Modeled Using A Stochastic Nonlinear Dynamical System. Moreover, We Supply An Analytical Analysis Of The Model, Which Enables One To Predict The Behavior Of The Proposed Technique. In Addition, We Deal With Data Reliability Issues Or Imperfect Data In Semi-supervised Learning.^ Even Though With Relevant Practical Importance, Little Research Is Found About This Topic In The Literature. In Order To Validate These Techniques, We Employ Broadly Accepted Real-world And Artificial Data Sets. Regarding Network-based Supervised Lea

Who reads Machine Learning in Complex Networks?

Author

Thiago Christiano Silva; Donald Davendra

Publisher

Springer International Publishing : Imprint: Springer

Published

2016

Language

EN

ISBN

9783319172897

Category

nonfiction

Subjects

Science, Stem