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This book provides information about different types of dimensionality reduction (DR) methods and their effectiveness in hyperspectral data processing. The auth
Dimensionality Reduction for Hyperspectral Data
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Knowledge-Based Intelligent Information and Engineering Systems
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Annotation The three volume set LNAI 5177, LNAI 5178, and LNAI 5179, constitutes the refereed proceedings of the 12th International Conference on Knowledge-Base
Hyperspectral Remote Sensing of Vegetation
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Hyperspectral narrow-band (or imaging spectroscopy) spectral data are fast emerging as practical solutions in modeling and mapping vegetation. Recent research h
Geometric Structure of High-Dimensional Data and Dimensionality Reduction
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"Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry as a framework to address various methods of dimensionality red