[PDF.05oq] Manifold Learning Theory and Applications

Manifold Learning Theory and Applications

[PDF.hh35] Manifold Learning Theory and Applications

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 | #1381371 in Books |  2011-12-20 | Original language:English | PDF # 1 |  10.20 x.90 x7.10l,.0 | File type: PDF | 314 pages

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||About the Author||About the Editors: |Yunqian Ma received his PhD in electrical engineering from the University of Minnesota at twin cities in 2003. He then joined Honeywell International Inc., where he is currently senior princ

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 application in machine learning, neural networks, pattern recognition, image processing, and computer vision.

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