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More About This Textbook
Overview
This review volume provides from both theoretical and application points of views, recent developments and state-of-the-art reviews in various areas of pattern recognition, image processing, machine learning, soft computing, data mining and web intelligence.
Machine Interpretation of Patterns: Image Analysis and Data Mining is an essential and invaluable resource for professionals and advanced graduates in computer science, mathematics and life sciences. It can also be considered as an integrated volume to researchers interested in doing interdisciplinary research where computer science is a component.
Product Details
Table of Contents
Foreword
Preface
1 Combining Information with a Bayesian Multi-class Multi-kernel Pattern Recognition Machine M. A. Girolami Girolami, M. A. 1
2 Image Quality Assessment Based on Weighted Perceptual Features L. P. Reddy Reddy, L. P. 29
3 Quasi-reversible Two-dimension Fractional Differentiation for Image Entropy Reduction P. Siarry Siarry, P. 57
4 Parallel Genetic Algorithm Based Clustering for Object and Background Classification A. Ghosh Ghosh, A. 69
5 Bipolar Fuzzy Spatial Information: First Operations in the Mathematical Morphology Setting I. Bloch Bloch, I. 91
6 Approaches to Intelligent Information Retrieval G. Pasi Pasi, G. 113
7 Retrieval of On-line Signatures D. S. Guru Guru, D. S. 131
8 A Two Stage Recognition Scheme for Offline Handwritten Devanagari Words S. K. Parui Parui, S. K. 145
9 Fall Detection from a Video in the Presence of Multiple Persons C. Mandal Mandal, C. 167
10 Fusion of GIS and SAR Statistical Features for Earthquake Damage Mapping at the Block Scale F. Dell'Acqua Dell'Acqua, F. 195
11 Intelligent Surveillance and Pose-invariant 2D Face Classification T. Shan Shan, T. 207
12 Simple Machine Learning Approaches to Safety-related Systems R. Kruse Kruse, R. 231
13 Nonuniform Multi Level Crossings for Signal Reconstruction A. Rao Rao, A. 251
14 Adaptive Web Services Brokering D. W. Aha Aha, D. W. 269
15 Granular Support Vector Machine Based Method for Prediction of Solubility of Proteins on Over Expression in Escherichia Coli and Breast Cancer Classification V. K. Jayaraman Jayaraman, V. K. 289