Manifold Learning Theory and Applications
| By: | Yunqian Ma |
| Publisher: | Taylor & Francis |
| Print ISBN: | 9781439871096 |
| eText ISBN: | 9781466558878 |
| Edition: | 1 |
| Copyright: | 2012 |
| Format: | Reflowable |
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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