Manifold Learning Theory and Applications

Manifold Learning Theory and Applications
Author: Yunqian Ma
Publisher: CRC Press
Total Pages: 410
Release: 2011-12-20
Genre: Business & Economics
ISBN: 1466558873
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Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures hidden in their high-dimensional observations. Manifold learning, a groundbreaking technique designed to tackle these issues of dimensionality reduction, finds widespread