[share_ebook] Matrix Methods in Data Mining and Pattern Recognition


Author: Nicholas J.Higham

Date: 2007

ISBN: 0898716268

Pages: 234

Language: English

Publisher: Society for Industrial and Applied Mathematics

Format: pdf

Category: Study

Tag: Mathematics


Posted on 2010-11-13, by mmortal.

Description

The first version of this book was a set of lecture notes for a graduate course on data mining and applications in science and technology organized by the Swedish National Graduate School in Scientific Computing (NGSSC). Since then the material has been used and further developed for an undergraduate course on numerical algorithms for data mining and IT at Link?oping University. This is a second course in scientific computing for computer science students. The book is intended primarily for undergraduate students who have previously taken an introductory scientific computing/numerical analysis course. It may also be useful for early graduate students in various data mining and pattern recognition areas who need an introduction to linear algebra techniques.

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