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Towards Advanced Data Analysis by Combining Soft Computing and Statistics (2013)

Contributor(s): Borgelt, Christian (Editor), Gil, María Ángeles (Editor), Sousa, João M C (Editor), Verleysen, Michel (Editor)

ISBN: 9783642443749

Publisher: Springer

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Pub Date: September 20, 2014

Dewey: 519.50285

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.80" H x 9.21" L x 6.14" W ( 1.20 lbs) 378 pages

Series: Studies in Fuzziness and Soft Computing

Descriptions, Reviews, etc.

Description:

This book blends the adaptability and speed of soft computing with the rigor and precision of statistics to enhance the robustness and generalizability of data analysis, while preserving the flexibility to solve real-world problems intuitively and efficiently.

Review Quotes:

From the reviews:

"This excellent volume will serve as an introduction to an important merging of viewpoints. The papers are generally very good and the text is clear and readable. The mathematical rigor is high and nearly all papers include real-world examples or experimental data. ... This book is a valuable resource for those employed in statistical and soft computing, and a useful work for promoting better connections between these two fields." (Creed Jones, ACM Computing Reviews, December, 2012)

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