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

Adaptive Learning of Polynomial Networks

Adaptive Learning of Polynomial Networks

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9780387312392
Condition
New
Product Description

This book provides theoretical and practical knowledge for develop ment of algorithms that infer linear and nonlinear models. It offers a methodology for inductive learning of polynomial neural network mod els from data. The design of such tools contributes to better statistical data modelling when addressing tasks from various areas like system identification, chaotic time-series prediction, financial forecasting and data mining. The main claim is that the model identification process involves several equally important steps: finding the model structure, estimating the model weight parameters, and tuning these weights with respect to the adopted assumptions about the underlying data distrib ution. When the learning process is organized according to these steps, performed together one after the other or separately, one may expect to discover models that generalize well (that is, predict well). The book off'ers statisticians a shift in focus from the standard f- ear models toward highly nonlinear models that can be found by con temporary learning approaches. Speciafists in statistical learning will read about alternative probabilistic search algorithms that discover the model architecture, and neural network training techniques that identify accurate polynomial weights. They wfil be pleased to find out that the discovered models can be easily interpreted, and these models assume statistical diagnosis by standard statistical means. Covering the three fields of: evolutionary computation, neural net works and Bayesian inference, orients the book to a large audience of researchers and practitioners.

Available Colors
Available Sizes
1 Offer Price Range: $129.00 - $129.00
BEST PRICE

Single Product Purchase

$129.00
@ 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
$129.00 $129.00

$129.00
See Site In stock Visit Store

Similar Products

Politische Theorien zur brgerlichen Gesellschaft

$29.99

Isla

$5.96

Received Medievalisms

$54.99

Introduction to CLASSICAL MECHANICS

$119.99

Chlorierte Kohlenwasserstoffe im Grundwasser

$39.99

Population Genetics in Forestry

$54.99

Lyapunov-Schmidt Methods in Nonlinear Analysis and Applications

$109.99

Don't worry, be digital

$17.99

Continuation and Bifurcations: Numerical Techniques and Applications

$39.99

Die Sharing Economy im Tourismus

$59.99

Surgery for Parkinson's Disease

$54.99

Combinatorial Optimization

$54.99

Sustainable Innovation Strategy

$44.99

Emotionen in der interkulturellen Psychologie

$39.99

Konstruktives Zeichnen Maschinenbau

$29.99

Remote Sensing of Sea Ice in the Northern Sea Route

$329.99

Coordination Models and Languages

$54.99

Groups, Invariants, Integrals, and Mathematical Physics

$129.99

Comparing Institution-Building in East Asia

$39.99

Neugeborenen-, Hunger- und Intoxikationsacidosis in ihren Beziehungen zueinander

$59.99

Banking and Financial Deepening in Brazil

$54.99

Engineering Psychology and Cognitive Ergonomics

$109.99

Vermessungskunde 1

$49.99

I Can Do That! Cut and Paste

$11.99

Trollope and the Church of England

$84.99

Managing and Developing Communities, Festivals and Events

$169.99

Lastmanagement bei zeitvariabler Elektrizittspreisbildung in Industriebetrieben

$84.99

Mathematik fr Physiker Band 3

$54.99

Die Wochentage im Erlebnis der Ostkirche und des christlichen Abendlandes

$59.99

Imperfect Inventory Systems

$139.99

Stochastic Climate Theory

$219.99

Management and Rehabilitation of Spinal Cord Injuries

$109.00

Interactive Collaborative Robotics

$54.99

Software Engineering Methods Design and Application

$219.99

Applied Genetic Algorithm and Its Variants

$199.99

Cardiac Remodeling

$129.00

Practical Examples of Energy Optimization Models

$54.99

Heizverfahren mit freier Flammen-Entfaltung

$54.99

Digital Service Delivery in Africa

$169.99

Multiphased Ceramic Materials

$109.99