Open Problems in Spectral Dimensionality Reduction

by Harry Strange and Reyer Zwiggelaar

Book Overview

The last few years have seen a great increase in the amount of data available to scientists, yet many of the techniques used to analyse this data cannot cope with such large datasets. Therefore, strategies need to be employed as a pre-processing step to reduce the number of objects or measurements whilst retaining important information. Spectral dimensionality reduction is one such tool for the data processing pipeline. Numerous algorithms and improvements...

• Format: Paperback
• Language: English
• ISBN: 3319039423
• ISBN13: 9783319039428
• Release Date: January 2014
• Publisher: Springer
• Length: 92 Pages
• Weight: 0.35 lbs.
• Dimensions: 0.2" x 6.1" x 9.2"