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Introduction To Statistical Pattern Recognition


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Author by : Keinosuke Fukunaga
Languange Used : en
Release Date : 2013-10-22
Publisher by : Academic Press

This completely revised second edition presents an introduction to statistical pattern recognition. Pattern recognition in general covers a wide range of problems: it is applied to engineering problem

Introduction To Pattern Recognition


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Author by : Menahem Friedman
Languange Used : en
Release Date : 1999
Publisher by : World Scientific

This book is an introduction to pattern recognition, meant for undergraduate and graduate students in computer science and related fields in science and technology. Most of the topics are accompanied

Statistical Pattern Recognition


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Author by : Andrew R. Webb
Languange Used : en
Release Date : 2011-10-13
Publisher by : John Wiley & Sons

Statistical pattern recognition relates to the use of statistical techniques for analysing data measurements in order to extract information and make justified decisions. It is a very active area of s

An Elementary Introduction To Statistical Learning Theory


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Author by : Sanjeev Kulkarni
Languange Used : en
Release Date : 2011-06-09
Publisher by : John Wiley & Sons

A thought-provoking look at statistical learning theory and its role in understanding human learning and inductive reasoning A joint endeavor from leading researchers in the fields of philosophy and e

Introduction To Statistical Machine Learning


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Author by : Masashi Sugiyama
Languange Used : en
Release Date : 2015-10-31
Publisher by : Morgan Kaufmann

Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a powerful tool for a

An Introduction To Statistical Learning


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Author by : Gareth James
Languange Used : en
Release Date : 2013-06-24
Publisher by : Springer Science & Business Media

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged

Instruction To Statistical Pattern Recognition


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Author by : Keinosuke Fukunaga
Languange Used : en
Release Date : 1972-01-01
Publisher by : Elsevier

Introduction to Statistical Pattern Recognition introduces the reader to statistical pattern recognition, with emphasis on statistical decision and estimation. Pattern recognition problems are discuss

Introduction To Pattern Recognition


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Author by : Sergios Theodoridis
Languange Used : en
Release Date : 2010-03-03
Publisher by : Academic Press

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 t

Introduction To Machine Learning


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Author by : Ethem Alpaydin
Languange Used : en
Release Date : 2014-08-29
Publisher by : MIT Press

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems