Code: 16300776

Data Pre-processing Methods and their impact on ANN

Name: Data Pre-processing Methods and their impact on ANN
Brand: LAP Lambert Academic Publishing
SKU: 16300776
Price: 57.82 EUR
Availability: InStock
Author: Aniruddha Banhatti
ISBN: 9783330069541

by Aniruddha Banhatti

Language: English
Binding: Paperback
Number of pages: 200
Publisher: LAP Lambert Academic Publishing, 2017
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Book synopsis

In analysis with ANN many times noisy data which is non-stationary comes into consideration for time series prediction. This book goes into different data pre-processing techniques and how these actually help in increasing the prediction accuracy of Artificial Neural Networks. The choice of the correct configuration of an ANN is a non trivial task and the results obtained are verified by applying various criteria and interchanging of experimental and test sets and randomizing so that these are applicable in extreme circumstances.