Pattern Recognition and Classification Book [PDF] Download

Download the fantastic book titled Pattern Recognition and Classification written by Geoff Dougherty, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Pattern Recognition and Classification", which was released on 28 October 2012. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Pattern Recognition and Classification by Geoff Dougherty PDF

The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in the field, the subject remains very challenging, especially for the beginner. Pattern Recognition and Classification presents a comprehensive introduction to the core concepts involved in automated pattern recognition. It is designed to be accessible to newcomers from varied backgrounds, but it will also be useful to researchers and professionals in image and signal processing and analysis, and in computer vision. Fundamental concepts of supervised and unsupervised classification are presented in an informal, rather than axiomatic, treatment so that the reader can quickly acquire the necessary background for applying the concepts to real problems. More advanced topics, such as semi-supervised classification, combining clustering algorithms and relevance feedback are addressed in the later chapters. This book is suitable for undergraduates and graduates studying pattern recognition and machine learning.


Detail About Pattern Recognition and Classification PDF

  • Author : Geoff Dougherty
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Total Pages : 203 pages
  • ISBN : 1461453232
  • PDF File Size : 45,5 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Pattern Recognition and Classification

Pattern Recognition and Classification
  • Publisher : Springer Science & Business Media
  • File Size : 40,5 Mb
  • Release Date : 28 October 2012
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The use of pattern recognition and classification is fundamental to many of the automated electronic systems in use today. However, despite the existence of a number of notable books in

Pattern Classification

Pattern Classification
  • Publisher : John Wiley & Sons
  • File Size : 46,6 Mb
  • Release Date : 09 November 2012
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The first edition, published in 1973, has become a classicreference in the field. Now with the second edition, readers willfind information on key new topics such as neural networks andstatistical pattern

Data Complexity in Pattern Recognition

Data Complexity in Pattern Recognition
  • Publisher : Springer Science & Business Media
  • File Size : 27,6 Mb
  • Release Date : 22 December 2006
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Automatic pattern recognition has uses in science and engineering, social sciences and finance. This book examines data complexity and its role in shaping theory and techniques across many disciplines, probing

Pattern Classification

Pattern Classification
  • Publisher : Wiley-Interscience
  • File Size : 36,9 Mb
  • Release Date : 15 March 1996
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PATTERN CLASSIFICATION a unified view of statistical and neural approaches The product of years of research and practical experience in pattern classification, this book offers a theory-based engineering perspective on

Invariants for Pattern Recognition and Classification

Invariants for Pattern Recognition and Classification
  • Publisher : World Scientific
  • File Size : 49,7 Mb
  • Release Date : 26 May 2024
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This book was conceived from the realization that there was a need to update recent work on invariants in a single volume providing a useful set of references and pointers

Principles of Nonparametric Learning

Principles of Nonparametric Learning
  • Publisher : Springer
  • File Size : 41,5 Mb
  • Release Date : 04 May 2014
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This volume provides a systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal

Fundamentals of Pattern Recognition and Machine Learning

Fundamentals of Pattern Recognition and Machine Learning
  • Publisher : Springer Nature
  • File Size : 30,9 Mb
  • Release Date : 10 September 2020
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Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pattern Recognition or Machine Learning at the graduate or advanced undergraduate level. The

Pattern Recognition and Neural Networks

Pattern Recognition and Neural Networks
  • Publisher : Cambridge University Press
  • File Size : 45,8 Mb
  • Release Date : 26 May 2024
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This 1996 book explains the statistical framework for pattern recognition and machine learning, now in paperback.