Introduction to Pattern Recognition: Statistical, Structural, Neural and Fuzzy Logic Approaches

Hardcover (Print)
Buy New
Buy New from BN.com
$55.32
Used and New from Other Sellers
Used and New from Other Sellers
from $34.00
Usually ships in 1-2 business days
(Save 47%)
Other sellers (Hardcover)
  • All (4) from $34.00   
  • New (1) from $128.52   
  • Used (3) from $34.00   

Overview

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 by detailed algorithms and real world applications. In addition to statistical and structural approaches, novel topics such as fuzzy pattern recognition and pattern recognition via neural networks are also reviewed. Each topic is followed by several examples solved in detail. The only prerequisites for using this book are a one-semester course in discrete mathematics and a knowledge of the basic preliminaries of calculus, linear algebra and probability theory.
Read More Show Less

Editorial Reviews

Booknews
Designed for undergraduate and graduate level computer science students, this text begins with basic concepts in pattern recognition and uses detailed algorithms and real world applications to explain each of the topics covered. Friedman, a research scientist at the Nuclear Research Center in Negev, Israel, and Kandel (computer science and engineering, U. of South Florida) include discussions of distance functions and decision functions, as well as less commonly examined subjects such as fuzzy pattern recognition and neural networks. Students should have a basic understanding of discrete mathematics, calculus, linear algebra, and probability theory. Annotation c. Book News, Inc., Portland, OR (booknews.com)
Read More Show Less

Product Details

  • ISBN-13: 9789810233129
  • Publisher: World Scientific Publishing Company, Incorporated
  • Publication date: 3/28/1998
  • Series: Machine Perception and Artificial Intelligence Series
  • Edition description: New Edition
  • Pages: 329
  • Product dimensions: 6.50 (w) x 9.70 (h) x 1.00 (d)

Table of Contents

Preface
Ch. 1 Introduction 1
Ch. 2 Decision Functions 19
Ch. 3 Classification by Distance Functions and Clustering 55
Ch. 4 Classification Using Statistical Approach 99
Ch. 5 Feature Selection 141
Ch. 6 Fuzzy Classification and Pattern Recognition 167
Ch. 7 Syntactic Pattern Recognition 227
Ch. 8 Neural Nets and Pattern Classification 255
Appendix 311
Index 327
Read More Show Less

Customer Reviews

Be the first to write a review
( 0 )
Rating Distribution

5 Star

(0)

4 Star

(0)

3 Star

(0)

2 Star

(0)

1 Star

(0)

Your Rating:

Your Name: Create a Pen Name or

Barnes & Noble.com Review Rules

Our reader reviews allow you to share your comments on titles you liked, or didn't, with others. By submitting an online review, you are representing to Barnes & Noble.com that all information contained in your review is original and accurate in all respects, and that the submission of such content by you and the posting of such content by Barnes & Noble.com does not and will not violate the rights of any third party. Please follow the rules below to help ensure that your review can be posted.

Reviews by Our Customers Under the Age of 13

We highly value and respect everyone's opinion concerning the titles we offer. However, we cannot allow persons under the age of 13 to have accounts at BN.com or to post customer reviews. Please see our Terms of Use for more details.

What to exclude from your review:

Please do not write about reviews, commentary, or information posted on the product page. If you see any errors in the information on the product page, please send us an email.

Reviews should not contain any of the following:

  • - HTML tags, profanity, obscenities, vulgarities, or comments that defame anyone
  • - Time-sensitive information such as tour dates, signings, lectures, etc.
  • - Single-word reviews. Other people will read your review to discover why you liked or didn't like the title. Be descriptive.
  • - Comments focusing on the author or that may ruin the ending for others
  • - Phone numbers, addresses, URLs
  • - Pricing and availability information or alternative ordering information
  • - Advertisements or commercial solicitation

Reminder:

  • - By submitting a review, you grant to Barnes & Noble.com and its sublicensees the royalty-free, perpetual, irrevocable right and license to use the review in accordance with the Barnes & Noble.com Terms of Use.
  • - Barnes & Noble.com reserves the right not to post any review -- particularly those that do not follow the terms and conditions of these Rules. Barnes & Noble.com also reserves the right to remove any review at any time without notice.
  • - See Terms of Use for other conditions and disclaimers.
Search for Products You'd Like to Recommend

Recommend other products that relate to your review. Just search for them below and share!

Create a Pen Name

Your Pen Name is your unique identity on BN.com. It will appear on the reviews you write and other website activities. Your Pen Name cannot be edited, changed or deleted once submitted.

 
Your Pen Name can be any combination of alphanumeric characters (plus - and _), and must be at least two characters long.

Continue Anonymously

    If you find inappropriate content, please report it to Barnes & Noble
    Why is this product inappropriate?
    Comments (optional)