Topology Preservation

John A. Lee; Michel Verleysen

doi:10.1007/978-0-387-39351-3_5

Nonlinear Dimensionality Reduction pp 133-172 | Cite as

Topology Preservation

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John A. Lee
Michel Verleysen

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Part of the Information Science and Statistics book series (ISS)

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Latent Space Heat Kernel Vector Quantization Data Cloud Laplacian Matrix

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Authors and Affiliations

John A. Lee
- 1
Michel Verleysen
- 2

1.Molecular Imaging and Experimental RadiotherapyUniversité catholique de LouvainB-1200 BruxellesBelgium
2.Machine Learning Group - DICEUniversité catholique de LouvainBelgium

About this chapter

Cite this chapter as:: Lee J.A., Verleysen M. (2007) Topology Preservation. In: Lee J.A., Verleysen M. (eds) Nonlinear Dimensionality Reduction. Information Science and Statistics. Springer, New York, NY

DOI https://doi.org/10.1007/978-0-387-39351-3_5
Publisher Name Springer, New York, NY
Print ISBN 978-0-387-39350-6
Online ISBN 978-0-387-39351-3
eBook Packages Computer Science

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