Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

Name: Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods
Brand: Springer Nature
SKU: 9781447151845
Availability: InStock

Unsupervised Process Monitoring and Fault Diagnosis with Machine Learning Methods

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9781447151845

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This unique text/reference describes in detail the latest advances in unsupervised process monitoring and fault diagnosis with machine learning methods. Abundant case studies throughout the text demonstrate the efficacy of each method in real-world settings. The broad coverage examines such cutting-edge topics as the use of information theory to enhance unsupervised learning in tree-based methods, the extension of kernel methods to multiple kernel learning for feature extraction from data, and the incremental training of multilayer perceptrons to construct deep architectures for enhanced data projections. Topics and features: discusses machine learning frameworks based on artificial neural networks, statistical learning theory and kernel-based methods, and tree-based methods; examines the application of machine learning to steady state and dynamic operations, with a focus on unsupervised learning; describes the use of spectral methods in process fault diagnosis.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $99.00 - $99.00

BEST PRICE

Single Product Purchase

$89.10

@ Link.springer.com with extra coupon Get Coupon & BUY

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 Rate Seller This functionality is for registered users only. Go to Login/Register		$99.00	$99.00		10% OFF This deals requires coupon Get Code Here your10off @ Link.springer.com Deals Ends 31/08/2025	$89.10		See Site	In stock	Visit Store