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Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

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Cover of 'Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Developments of Manufacturing Systems with a Focus on Product and Process Quality
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    Chapter 3 Current Approaches with a Focus on Holistic Information Management in Manufacturing
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    Chapter 4 Development of the Product State Concept
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    Chapter 5 Application of Machine Learning to Identify State Drivers
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    Chapter 6 Application of SVM to Identify Relevant State Drivers
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    Chapter 7 Evaluation of the Developed Approach
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    Chapter 8 Recapitulation
Attention for Chapter 2: Developments of Manufacturing Systems with a Focus on Product and Process Quality
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