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Funk, Burkhardt

Machine Learning for the Quantified Self

Funk, Burkhardt - Machine Learning for the Quantified Self, ebook

133,75€

Ebook, PDF with Adobe DRM
ISBN: 9783319663081
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Table of contents

1. Introduction
Mark Hoogendoorn, Burkhardt Funk

Part I. Sensory Data and Features

2. Basics of Sensory Data
Mark Hoogendoorn, Burkhardt Funk

3. Handling Noise and Missing Values in Sensory Data
Mark Hoogendoorn, Burkhardt Funk

4. Feature Engineering Based on Sensory Data
Mark Hoogendoorn, Burkhardt Funk

Part II. Learning Based on Sensory Data

5. Clustering
Mark Hoogendoorn, Burkhardt Funk

6. Mathematical Foundations for Supervised Learning
Mark Hoogendoorn, Burkhardt Funk

7. Predictive Modeling without Notion of Time
Mark Hoogendoorn, Burkhardt Funk

8. Predictive Modeling with Notion of Time
Mark Hoogendoorn, Burkhardt Funk

9. Reinforcement Learning to Provide Feedback and Support
Mark Hoogendoorn, Burkhardt Funk

Part III. Discussion

10. Discussion
Mark Hoogendoorn, Burkhardt Funk

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Author(s)
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Cognitive Systems Monographs
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319663081
Printed ISBN
978-3-319-66307-4

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