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Kramer, Oliver

Dimensionality Reduction with Unsupervised Nearest Neighbors

Kramer, Oliver - Dimensionality Reduction with Unsupervised Nearest Neighbors, e-bok

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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

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

Författare
Utgivare
Springer
Utgivningsår
2013
Språk
en
Utgåva
2013
Serie
Intelligent Systems Reference Library
Sidantal
15 sidor
Kategori
Teknologi, energi, trafik
Format
E-bok
eISBN (PDF)
9783642386527

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