Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches: Theory and Practical Applications

by Abdelkader Dairi, Muddu Madakyaru, Ying Sun, et al.

Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches tackles multivariate challenges in process monitoring by merging the advantages of univariate and traditional multivariate techniques to enhance their performance and widen their practical applicability. The book proceeds with merging the desirable properties of shallow learning approaches - such as a one-class support vector machine and k-nearest neighbours...

• Format: Paperback
• Language: English
• ISBN: 0128193654
• ISBN13: 9780128193655
• Release Date: July 2020
• Publisher: Elsevier
• Length: 328 Pages
• Weight: 0.97 lbs.
• Dimensions: 0.7" x 6.0" x 9.0"