Open Problems in Spectral Dimensionality Reduction is popular PDF and ePub book, written by Harry Strange in 2014-01-07, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Open Problems in Spectral Dimensionality Reduction can be Read Online from any device for your convenience.
Open Problems in Spectral Dimensionality Reduction Book PDF Summary
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 have been proposed for the purpose of performing spectral dimensionality reduction, yet there is still no gold standard technique. This book provides a survey and reference aimed at advanced undergraduate and postgraduate students as well as researchers, scientists, and engineers in a wide range of disciplines. Dimensionality reduction has proven useful in a wide range of problem domains and so this book will be applicable to anyone with a solid grounding in statistics and computer science seeking to apply spectral dimensionality to their work.
Detail Book of Open Problems in Spectral Dimensionality Reduction PDF
- Author : Harry Strange
- Release : 07 January 2014
- Publisher : Springer Science & Business Media
- ISBN : 9783319039435
- Genre : Computers
- Total Page : 99 pages
- Language : English
- PDF File Size : 17,5 Mb
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