عنوان
پدید آورنده
موضوع
رده
TK7882.P3 P395 2001eb
TK7882
.
P3
P395
2001eb
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9789812811691
(Number (ISBN
9812811699
Erroneous ISBN
9789810244910
Erroneous ISBN
9810244916
NATIONAL BIBLIOGRAPHY NUMBER
Number
b716180
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Pattern recognition in soft computing paradigm /
General Material Designation
[Book]
First Statement of Responsibility
editor Nikhil R. Pal.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New Jersey :
Name of Publisher, Distributor, etc.
World Scientific,
Date of Publication, Distribution, etc.
©2001.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xvi, 393 pages) :
Other Physical Details
illustrations, portraits
SERIES
Series Title
FLSI soft computing series ;
Volume Designation
v. 2
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Series Editor's Preface ; Volume Editor's Preface ; Chapter 1 Dimensionality Reduction Techniques for Interactive Visualization, Exploratory Data Analysis and Classification; 1.1 Introduction ; 1.2 Feature Extraction and Multivariate Data Projection ; 1.3 Interactive Data Visualisation and Explorative Analysis
Text of Note
1.4 Advanced Projection Methods 1.5 Conclusions and Future Work ; References ; Chapter 2 The Self-Organizing Map as a Tool in Knowledge Engineering ; 2.1 Introduction ; 2.2 Data analysis using the Self-Organizing Map ; 2.3 Visualization ; 2.4 Software ; 2.5 Case studies
Text of Note
2.6 Conclusions 2.7 Acknowledgments ; References ; Chapter 3 Classification of Oceanic Water Types Using Self-organizing Feature Maps ; 3.1 Introduction ; 3.2 Unsupervised neural networks for ocean colour data processing
Text of Note
3.3 Hierarchy of neural networks for the water type classification 3.4 Accomplishments of the hierarchical image processing ; 3.5 Conclusions ; References ; Chapter 4 Feature Selection by Artificial Neural Network for Pattern Classification ; 4.1 Introduction
Text of Note
4.2 Fractal Neural Network Model 4.3 Feature Selection Algorithm ; 4.4 Simulation and Results ; 4.5 Discussion and Conclusion ; References ; Chapter 5 MLP Based Character Recognition using Fuzzy Features and a Genetic Algorithm for Feature Selection ; 5.1 Introduction
0
8
8
8
8
SUMMARY OR ABSTRACT
Text of Note
Pattern recognition (PR) consists of three important tasks: feature analysis, clustering and classification. Image analysis can also be viewed as a PR task. Feature analysis is a very important step in designing any useful PR system because its effectiveness depends heavily on the set of features used to realise the system. A distinguishing feature of this volume is that it deals with all three aspects of PR, namely feature analysis, clustering and classifier design. It also encompasses image processing methodologies and image retrieval with subjective information. The other interesting aspect.
OTHER EDITION IN ANOTHER MEDIUM
Title
Pattern recognition in soft computing paradigm.
International Standard Book Number
9789810244910
TOPICAL NAME USED AS SUBJECT
Pattern recognition systems.
COMPUTERS-- Optical Data Processing.
Pattern recognition systems.
(SUBJECT CATEGORY (Provisional
COM-- 047000
DEWEY DECIMAL CLASSIFICATION
Number
006
.
4
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK7882
.
P3
Book number
P395
2001eb
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Pal, Nikhil R.
ORIGINATING SOURCE
Date of Transaction
20201208062226.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
