Nonlinear Dimensionality Reduction¶
Lee, J. A., & Verleysen, M. (2007). Nonlinear Dimensionality Reduction. Springer.
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1 citation across 1 artifact.
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Primes¶
- Dimensionality Reduction
- This is the same insight at the heart of scientific modeling: a physical system with millions of atomic degrees of freedom is often describable by a handful of macroscopic state variables
This sourceComprehensive nonlinear/manifold-learning reference; supports marker 070 (effective low-dimensional description of high-dimensional systems; manifold-based reduction).
- This is the same insight at the heart of scientific modeling: a physical system with millions of atomic degrees of freedom is often describable by a handful of macroscopic state variables
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