Nonlinear Dimensionality Reduction is popular PDF and ePub book, written by John A. Lee in 2007-10-31, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Nonlinear Dimensionality Reduction can be Read Online from any device for your convenience.
Nonlinear Dimensionality Reduction Book PDF Summary
This book describes established and advanced methods for reducing the dimensionality of numerical databases. Each description starts from intuitive ideas, develops the necessary mathematical details, and ends by outlining the algorithmic implementation. The text provides a lucid summary of facts and concepts relating to well-known methods as well as recent developments in nonlinear dimensionality reduction. Methods are all described from a unifying point of view, which helps to highlight their respective strengths and shortcomings. The presentation will appeal to statisticians, computer scientists and data analysts, and other practitioners having a basic background in statistics or computational learning.
Detail Book of Nonlinear Dimensionality Reduction PDF
- Author : John A. Lee
- Release : 31 October 2007
- Publisher : Springer Science & Business Media
- ISBN : 9780387393513
- Genre : Mathematics
- Total Page : 316 pages
- Language : English
- PDF File Size : 12,5 Mb
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