Pattern recognition in soft computing paradigm / editor, Nikhil R. Pal.

Other author Pal, Nikhil R.
Format Electronic
Publication InfoSingapore ; New Jersey : World Scientific,
Descriptionxvi, 393 p. : ill. ; 23 cm.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects
Pattern recognition systems--Congresses.

SeriesFLSI soft computing series ; v. 2
Contents Machine generated contents note: Series Editor's Preface v -- Volum e Editor's Prefacevii -- Chapter 1 Dimensionality Reduction Techniques for Interactive -- Visualization, Exploratory Data Analysis, and Classification1 -- A. KOnig -- Chapter 2 The Self-Organizing Map as a Tool in Knowledge Engineering 38 -- J. Himberg, J. Ahola, E. Alhoniemi, J. Vesanto and 0. Simula -- Chapter 3 Classification of Oceanic Water Types Using Self-organizing -- Feature Maps66 -- E. J. Ainsworth -- Chapter 4 Feature Selection by Artificial Neural Network for -- Pattern Classification 95 -- B. Chakraborty -- Chapter 5 MLP Based Character Recognition using Fuzzy Features and -- a Genetic Algorithm for Feature Selection 110 -- S. Sural and P K. Das -- Chapter 6 A New Clustering with Estimation of Cluster Number Based -- on Genetic Algorithms142 -- K. Imai, N. Kamiura and Y. Hata -- Chapter 7 Associative Classification Method163 -- A. Kanagawa and H. Takahashi -- Chapter 8 Recgonition of Shapes and Shape Changes in 3D-Objects -- by GRBF Network: A Structural Learning Algorithm to -- Explore Small-Sized Networks181 -- M. Okamoto, M. Hirakawa, N. Kinoshita, T Katsuki, -- T. Miyazaki, and M. Ishibashi -- Chapter 9 Non-Linear Discriminant Analysis Using Feed-Forward -- Neural Networks 196 -- T. Koshimizu and M. Tsujitani -- Chapter 10 Minimizing the Measurement Cost in the Classification -- of New Samples by Neural-Network-Based Classifiers225 -- H. Ishibuchi and M. Nii -- Chapter 11 Extraction of Fuzzy Rules from Numerical Data for Classifiers249 -- N. R. Pal and A. Sarkar -- Chapter 12 Genetic Programming Based Texture Filtering Framework275 -- M. Koppen and B. Nickolay -- Chapter 13 A Texture Image Segmentation Method Using Neural -- Networks and Binary Features305 -- J. Zhang and S. Oe -- Chapter 14 Image Retrieval System Based on Subjective Information330 -- K. Yoshida, T. Kato and T Yanaru -- About the Authors351 -- Keyword Index387.
General noteBased on selected papers presented at IIZUKA '98.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2001273066
ISBN9810244916

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