عنوان
پدید آورنده
موضوع
رده
TK7882.P3 P395 2001eb
TK7882
.
P3
P395
2001eb
کتابخانه
محل استقرار
9789812811691
9812811699
9789810244910
9810244916
b716180
Pattern recognition in soft computing paradigm /
[Book]
editor Nikhil R. Pal.
New Jersey :
World Scientific,
©2001.
1 online resource (xvi, 393 pages) :
illustrations, portraits
FLSI soft computing series ;
v. 2
Includes bibliographical references and index.
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
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
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
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
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
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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.
Pattern recognition in soft computing paradigm.
9789810244910
Pattern recognition systems.
COMPUTERS-- Optical Data Processing.
Pattern recognition systems.
COM-- 047000
006
.
4
22
TK7882
.
P3
P395
2001eb
Pal, Nikhil R.
20201208062226.0
pn
مطالعه متن کتاب [Book]
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