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