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Kernel Based Approximation Methods Using Matlab


Author : Gregory E. Fasshauer
language : en
Publisher: World Scientific Publishing Company
Release Date : 2015-07



Download Kernel Based Approximation Methods Using Matlab written by Gregory E. Fasshauer and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07 with Mathematics categories.




Meshfree Approximation Methods With Matlab


Author : Gregory E Fasshauer
language : en
Publisher: World Scientific Publishing Co Inc
Release Date : 2007-04-17



Download Meshfree Approximation Methods With Matlab written by Gregory E Fasshauer and has been published by World Scientific Publishing Co Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04-17 with Mathematics categories.


Meshfree approximation methods are a relatively new area of research, and there are only a few books covering it at present. Whereas other works focus almost entirely on theoretical aspects or applications in the engineering field, this book provides the salient theoretical results needed for a basic understanding of meshfree approximation methods. The emphasis here is on a hands-on approach that includes MATLAB routines for all basic operations. Meshfree approximation methods, such as radial basis function and moving least squares method, are discussed from a scattered data approximation and partial differential equations point of view. A good balance is supplied between the necessary theory and implementation in terms of many MATLAB programs, with examples and applications to illustrate key points. Used as class notes for graduate courses at Northwestern University, Illinois Institute of Technology, and Vanderbilt University, this book will appeal to both mathematics and engineering graduate students.

Kernel Methods For Pattern Analysis


Author : John Shawe-Taylor
language : en
Publisher: Cambridge University Press
Release Date : 2004-06-28



Download Kernel Methods For Pattern Analysis written by John Shawe-Taylor and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-28 with Computers categories.


A unique account of developing topic in data mining and machine learning.

Introduction To Pattern Recognition


Author : Sergios Theodoridis
language : en
Publisher: Academic Press
Release Date : 2010-03-03



Download Introduction To Pattern Recognition written by Sergios Theodoridis and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-03 with Computers categories.


Introduction to Pattern Recognition: A Matlab Approach is an accompanying manual to Theodoridis/Koutroumbas' Pattern Recognition. It includes Matlab code of the most common methods and algorithms in the book, together with a descriptive summary and solved examples, and including real-life data sets in imaging and audio recognition. This text is designed for electronic engineering, computer science, computer engineering, biomedical engineering and applied mathematics students taking graduate courses on pattern recognition and machine learning as well as R&D engineers and university researchers in image and signal processing/analyisis, and computer vision. Matlab code and descriptive summary of the most common methods and algorithms in Theodoridis/Koutroumbas, Pattern Recognition, Fourth Edition Solved examples in Matlab, including real-life data sets in imaging and audio recognition Available separately or at a special package price with the main text (ISBN for package: 978-0-12-374491-3)

Python For Data Analysis


Author : Wes McKinney
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2012-10-22



Download Python For Data Analysis written by Wes McKinney and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-22 with Computers categories.


Presents case studies and instructions on how to solve data analysis problems using Python.

Introducing Monte Carlo Methods With R


Author : Christian Robert
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-12-10



Download Introducing Monte Carlo Methods With R written by Christian Robert and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-12-10 with Computers categories.


This book covers the main tools used in statistical simulation from a programmer’s point of view, explaining the R implementation of each simulation technique and providing the output for better understanding and comparison.

Spectral Methods In Matlab


Author : Lloyd N. Trefethen
language : en
Publisher: SIAM
Release Date : 2000-07-01



Download Spectral Methods In Matlab written by Lloyd N. Trefethen and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-07-01 with Mathematics categories.


Mathematics of Computing -- Numerical Analysis.