Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Machine Learning in Complex Networks

Machine Learning in Complex Networks

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319172903
Condition
New
Product Description

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 thisbook, 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.

Available Colors
Available Sizes
1 Offer Price Range: $89.00 - $89.00
BEST PRICE

Single Product Purchase

$89.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$89.00 $89.00

$89.00
See Site In stock Visit Store

Similar Products

Antes y ahora

$3.71

Next-Generation Plant Breeding Approaches for Stress Resilience in Cereal Crops

$129.00

Hidden Champions in CEE and Turkey

$109.99

MicroPython for the Internet of Things

$49.99

Drug Use and Ethnicity in Early Adolescence

$129.00

Intracytoplasmic Sperm Injection

$39.99

Rassismus in den Vorstellungen angehender Lehrkrfte

$64.99

A Genealogy of Appetite in the Sexual Sciences

$54.99

Theologia Cartesiana

$169.99

A Practical Guide to Teacher Education Evaluation

$84.99

Laser-MicroEDM Based Hybrid Micromachining

$54.99

Heine- Jahrbuch 2001

$19.99

Inspection of Medical Devices

$79.99

RNA/DNA and Cancer

$169.00

Anionic Polymerization

$329.99

Superaustenitic Stainless Steels

$169.99

Biomathematics and Related Computational Problems

$109.99

Handbuch Genossenschaftswesen

$139.00

Advances in Non-Destructive Evaluation (NDE)

$219.99

Practitioners Guide to Functional Behavioral Assessment

$109.99

Applied Linguistics and Language Teaching in the Neo-Nationalist Era

$109.99

The Theory of Capitalism in the German Economic Tradition

$169.99

Contemporary Management of Temporomandibular Disorders

$129.00

The Puchezh-Katunki Impact Crater

$139.99

Sparse Sensing and Sparsity Sensed in Multi-sensor Array Applications

$179.99

Radical Solutions for Education in a Crisis Context

$169.99

Against Typological Tyranny in Archaeology

$84.99

Computer Vision ECCV 2022

$119.99

Mixed Race Stereotypes in South African and American Literature

$54.99

Q of the Earth: Global, Regional, and Laboratory Studies

$54.99

Sustainable Agriculture Reviews 28

$109.99

Policy Decision Modeling with Fuzzy Logic

$169.99

Control of Uncertain Systems

$54.99

Interrogating Authenticity in Outdoor Education Teacher Education

$159.99

Als er noch in der Chaise fuhr..

$49.99

Adaptive Multimedia Retrieval:User, Context, and Feedback

$39.99

English-Spanish First Little Readers: Guided Reading Level B (Single-Copy Set)

$17.99

The Implementation and Enforcement of European Union Law in Member States

$139.99

Understanding Wittgenstein

$74.99

Martin Luther King, Jr. Memorial (A True Book: National Parks)

$5.96