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Kramer, Oliver

Dimensionality Reduction with Unsupervised Nearest Neighbors

Kramer, Oliver - Dimensionality Reduction with Unsupervised Nearest Neighbors, ebook

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Ebook, PDF with Adobe DRM
ISBN: 9783642386527
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Table of contents

1. Introduction
Oliver Kramer

Part I. Foundations

2. K-Nearest Neighbors
Oliver Kramer

3. Ensemble Learning
Oliver Kramer

4. Dimensionality Reduction
Oliver Kramer

Part II. Unsupervised Nearest Neighbors

5. Latent Sorting
Oliver Kramer

6. Metaheuristics
Oliver Kramer

7. Kernel and Submanifold Learning
Oliver Kramer

Part III. Conclusions

8. Summary and Outlook
Oliver Kramer

Keywords: Engineering, Appl.Mathematics/Computational Methods of Engineering, Artificial Intelligence (incl. Robotics), Operation Research/Decision Theory

Author(s)
Publisher
Springer
Publication year
2013
Language
en
Edition
2013
Series
Intelligent Systems Reference Library
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783642386527

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