Close
Enter your search into one or more of the boxes below:
You can refine your search by selecting from any of the options below:
Search
Machine Learning in Complex Networks

Machine Learning in Complex Networks (Hardback)

£85.50
Printed to order. Despatched in 2-3 weeks.
Email me when back in stock

Synopsis

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-supervised and semi-supervised learning using a stochastic nonlinear dynamical system is described in details. Moreover, an analytical analysis is supplied, which enables one to predict the behavior of the proposed technique. In addition, data reliability issues are explored in semi-supervised learning. Such matter has practical importance and is not often found in the literature. With the goal of validating these techniques for solving real problems, simulations on broadly accepted databases are conducted. Still in this book, we present a hybrid supervised classification technique that combines both low and high orders of learning. The low level term can be implemented by any classification technique, while the high level term is realized by the extraction of features of the underlying network constructed from the input data. Thus, the former classifies the test instances by their physical features, while the latter measures the compliance of the test instances with the pattern formation of the data. We show that the high level technique can realize classification according to the semantic meaning of the data. This book intends to combine two widely studied research areas, machine learning and complex networks, which in turn will generate broad interests to scientific community, mainly to computer science and engineering areas.

Computing & ITComputer networking & communicationsComputing & ITComputer scienceArtificial intelligenceMachine learning Publisher: Springer International Publishing AG Publication Date: 29/01/2016 ISBN-13: 9783319172897  Details: Type: Hardback Format: Books
Availability: Printed to order. Despatched in 2-3 weeks.  

More books by Thiago Christiano Silva

More books by Liang Zhao

Leave Review

Delivery

Delivery Options

All delivery times quoted are the average, and cannot be guaranteed. These should be added to the availability message time, to determine when the goods will arrive. During checkout we will give you a cumulative estimated date for delivery.

Location 1st Book Each additional book Average Delivery Time
UK Second Class Available free for ALL orders. No charge for each additional book. 3-7 Days
UK First Class £4.50 £1.00 1-2 Days
UK Courier £7.00 £1.00 1-2 Days
Western Europe** Courier £17.00 £3.00 2-3 Days
Western Europe** Airmail £5.00 £1.50 4-14 Days
USA / Canada Courier £20.00 £3.00 2-4 Days
USA / Canada Airmail £7.00 £3.00 4-14 Days
Rest of World Courier £22.50 £3.00 3-6 Days
Rest of World Airmail £8.00 £3.00 7-21 Days

** Includes Austria, Belgium, Denmark, France, Germany, Greece, Iceland, Irish Republic, Italy, Luxembourg, Netherlands, Portugal, Spain, Sweden and Switzerland.

Delivery Help & FAQs

Returns Information

If you are not completely satisfied with your purchase*, you may return it to us in its original condition with in 30 days of receiving your delivery or collection notification email for a refund. Except for damaged items or delivery issues the cost of return postage is borne by the buyer. Your statutory rights are not affected.

* For Exclusions and terms on damaged or delivery issues see Returns Help & FAQs

You might also like

Machine Translation
(Paperback)
Thierry Poibeau
 
 
£11.95
 
An Introduction to Machine Learning
(Hardback)
Miroslav Kubat
 
 
£39.99
 
Driverless: Intelligent Cars and the...
(Paperback)
Hod Lipson; Melba Kurman
 
 
£14.95
 
Learning TensorFlow
(Paperback)
Tom Hope; Yehezkel S. Resheff; Itay...
 
 
£39.99
 
Latest Blog
#FoylesFive: Picture Books for Black History Month
20/10/2017

Our Birmingham shop is celebrating Black History Month with an array of new and exciting picture books for children.

Caroline Taggart on Why Punctuation Can be Surprisingly Exciting
18/10/2017

Caroline Taggart explains the versatility of punctuation.

Under the Knife: Recreating the Grimy World of Victorian Surgery
17/10/2017

Lindsey describes how she made the trailer for her debut The Butchering Art in order to see how the sights, sounds, and smells of this gruesome period in medical history would translate onto the screen.

View all Blog Entries
Twitter
Show/Hide Tweets
© W&G Foyle Ltd