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Springer Theses Ser.: Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning by Thorsten Wuest (2015, Hardcover)

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Product Information

Introduction.- Developments of manufacturing systems with a focus on product and process quality.- Current approaches with a focus on holistic information management in manufacturing.- Development of the product state concept.- Application of machine learning to identify state drivers.- Application of SVM to identify relevant state drivers.- Evaluation of the developed approach.- Recapitulation.

Product Identifiers

Publisher
Springer International Publishing A&G
ISBN-10
3319176102
ISBN-13
9783319176109
eBay Product ID (ePID)
210240571

Product Key Features

Author
Thorsten Wuest
Publication Name
Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning
Format
Hardcover
Language
English
Series
Springer Theses Ser.
Publication Year
2015
Type
Textbook
Number of Pages
Xviii, 272 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
25.4 Oz

Additional Product Features

Number of Volumes
1 Vol.
Lc Classification Number
T55.4-60.8
Table of Content
Introduction.- Developments of manufacturing systems with a focus on product and process quality.- Current approaches with a focus on holistic information management in manufacturing.- Development of the product state concept.- Application of machine learning to identify state drivers.- Application of SVM to identify relevant state drivers.- Evaluation of the developed approach.- Recapitulation.
Copyright Date
2015
Topic
Industrial Engineering, Cad-CAM, Manufacturing, Production & Operations Management
Intended Audience
Scholarly & Professional
Illustrated
Yes
Genre
Computers, Technology & Engineering, Business & Economics

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Picture 1 of 1

Springer Theses Ser.: Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning by Thorsten Wuest (2015, Hardcover)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Identifying Product and Process State Drivers in Manufacturing Systems Using

item 2 Identifying Product and Process State Drivers in Manufacturing Systems Using Sup

Best Selling in Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Leadership : Theory and Practice by Peter G. Northouse (2021, Trade Paperback, Revised edition)

Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck (2020, Hardcover)

Research Design : Qualitative, Quantitative, and Mixed Methods Approaches by J. David Creswell and John W. Creswell (2022, Trade Paperback)

PMBOK® Guide Ser.: Guide to the Project Management Body of Knowledge (PMBOK Guide) and the Standard for Project Management by Project Management Institute (2021, Trade Paperback)

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