Pattern Recognition and Machine Learning

Written By Christopher M. Bishop
Pattern Recognition and Machine Learning
  • Publsiher : Springer Verlag
  • Release : 17 August 2006
  • ISBN : 9780387310732
  • Pages : 738 pages
  • Rating : 3/5 from 1 reviews
GET THIS BOOKPattern Recognition and Machine Learning


Read or download book entitled Pattern Recognition and Machine Learning written by Christopher M. Bishop which was release on 17 August 2006, this book published by Springer Verlag. Available in PDF, EPUB and Kindle Format. Book excerpt: This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasing popular in the last five years. It presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It provides the first text to use graphical models to describe probability distributions when there are no other books that apply graphical models to machine learning. It is also the first four-color book on pattern recognition. The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. Extensive support is provided for course instructors, including more than 400 exercises, graded according to difficulty. Example solutions for a subset of the exercises are available from the book web site, while solutions for the remainder can be obtained by instructors from the publisher.

Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning
  • Author : Christopher M. Bishop
  • Publisher : Springer Verlag
  • Release Date : 2006-08-17
  • Total pages : 738
  • ISBN : 9780387310732
GET BOOK

Summary : This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasing popular in the last five years. It presents approximate inference algorithms that permit fast approximate answers in situations where exact answers are not feasible. It provides the first text to use graphical ...

Pattern Recognition

Pattern Recognition
  • Author : J. P. Marques de Sá
  • Publisher : Springer Science & Business Media
  • Release Date : 2001
  • Total pages : 318
  • ISBN : 9780387310732
GET BOOK

Summary : CD-ROM contains: Datasets -- Software tools....

Pattern Recognition Principles

Pattern Recognition Principles
  • Author : Julius T. Tou,Rafael C. Gonzalez
  • Publisher : Unknown
  • Release Date : 1977
  • Total pages : 377
  • ISBN : 9780387310732
GET BOOK

Summary : Decision functions. Pattern classification by distance functions. Pattern classification by likelihood functions. Trainable pattern classifiers-the deterministic approach. Trainable pattern classifiers - the statistical approach. Pattern preprocessing and feature selection. Syntatic pattern recognition. Bibliography. Index....

Pattern Recognition

Pattern Recognition
  • Author : William Gibson
  • Publisher : Penguin UK
  • Release Date : 2004-06-24
  • Total pages : 368
  • ISBN : 9780387310732
GET BOOK

Summary : One of the most influential and imaginative sci-fi writers turns his attention to London - with dazzling results. 'Part-detective story, part-cultural snapshot . . . all bound by Gibson's pin-sharp prose' Arena ________________________ Cayce Pollard owes her living to her pathological sensitivity to logos. In London to consult for the world's coolest ad agency, ...

Pattern Recognition and Classification

Pattern Recognition and Classification
  • Author : Geoff Dougherty
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-10-28
  • Total pages : 196
  • ISBN : 9780387310732
GET BOOK

Summary : 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 ...

Pattern Recognition

Pattern Recognition
  • Author : Katrin Franke,Klaus-Robert Müller,Bertram Nickolay,Ralf Schäfer
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-09-11
  • Total pages : 784
  • ISBN : 9780387310732
GET BOOK

Summary : This book constitutes the refereed proceedings of the 28th Symposium of the German Association for Pattern Recognition, DAGM 2006. The book presents 32 revised full papers and 44 revised poster papers together with 5 invited papers. Topical sections include image filtering, restoration and segmentation, shape analysis and representation, recognition, categorization and detection, computer vision ...

Pattern Recognition

Pattern Recognition
  • Author : Sergios Theodoridis,Konstantinos Koutroumbas
  • Publisher : Elsevier
  • Release Date : 2006-04-07
  • Total pages : 856
  • ISBN : 9780387310732
GET BOOK

Summary : Pattern recognition is a fast growing area with applications in a widely diverse number of fields such as communications engineering, bioinformatics, data mining, content-based database retrieval, to name but a few. This new edition addresses and keeps pace with the most recent advancements in these and related areas. This new ...

Neural Networks for Pattern Recognition

Neural Networks for Pattern Recognition
  • Author : Christopher M. Bishop
  • Publisher : Oxford University Press
  • Release Date : 1995-11-23
  • Total pages : 482
  • ISBN : 9780387310732
GET BOOK

Summary : `Readers will emerge with a rigorous statistical grounding in the theory of how to construct and train neural networks in pattern recognition' New Scientist...

Pattern Recognition with Fuzzy Objective Function Algorithms

Pattern Recognition with Fuzzy Objective Function Algorithms
  • Author : James C. Bezdek
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-03-13
  • Total pages : 272
  • ISBN : 9780387310732
GET BOOK

Summary : The fuzzy set was conceived as a result of an attempt to come to grips with the problem of pattern recognition in the context of imprecisely defined categories. In such cases, the belonging of an object to a class is a matter of degree, as is the question of whether ...

Image Processing and Pattern Recognition

Image Processing and Pattern Recognition
  • Author : Cornelius T. Leondes
  • Publisher : Elsevier
  • Release Date : 1998-02-09
  • Total pages : 386
  • ISBN : 9780387310732
GET BOOK

Summary : Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer ...

Pattern Recognition

Pattern Recognition
  • Author : Rajjan Shinghal, Dr.
  • Publisher : OUP India
  • Release Date : 2006-03-02
  • Total pages : 304
  • ISBN : 9780387310732
GET BOOK

Summary : Pattern Recognition: Techniques and Applications introduces the concept of inductive learning and provides an exhaustive coverage of the procedures for Pattern Recognition. The book would serve as a textbook for senior undergraduate and master's engineering students. Written in a lucid and student-friendly style, the text encourages self-study and instils working ...

Syntactic Pattern Recognition

Syntactic Pattern Recognition
  • Author : Flasinski Mariusz
  • Publisher : World Scientific
  • Release Date : 2019-03-25
  • Total pages : 404
  • ISBN : 9780387310732
GET BOOK

Summary : This unique compendium presents the major methods of recognition and learning used in syntactic pattern recognition from the 1960s till 2018. Each method is introduced firstly in a formal way. Then, it is explained with the help of examples and its algorithms are described in a pseudocode. The survey of the ...

Handbook Of Pattern Recognition And Computer Vision 5th Edition

Handbook Of Pattern Recognition And Computer Vision  5th Edition
  • Author : Chi Hau Chen
  • Publisher : World Scientific
  • Release Date : 2015-12-15
  • Total pages : 584
  • ISBN : 9780387310732
GET BOOK

Summary : Pattern recognition, image processing and computer vision are closely linked areas which have seen enormous progress in the last fifty years. Their applications in our daily life, commerce and industry are growing even more rapidly than theoretical advances. Hence, the need for a new handbook in pattern recognition and computer ...

Pattern Classification

Pattern Classification
  • Author : Richard O. Duda,Peter E. Hart,David G. Stork
  • Publisher : John Wiley & Sons
  • Release Date : 2012-11-09
  • Total pages : 680
  • ISBN : 9780387310732
GET BOOK

Summary : 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 recognition, the theory of machine learning,and the theory of invariances. Also included are worked examples,comparisons between different methods, ...

Pattern Recognition

Pattern Recognition
  • Author : M. Narasimha Murty,V. Susheela Devi
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-05-25
  • Total pages : 263
  • ISBN : 9780387310732
GET BOOK

Summary : Observing the environment and recognising patterns for the purpose of decision making is fundamental to human nature. This book deals with the scientific discipline that enables similar perception in machines through pattern recognition (PR), which has application in diverse technology areas. This book is an exposition of principal topics in ...