E-ISBN: Publication Year: 2009
Binding: Hard Back Dimension: 185mm x 240mm Weight: 700
About the book
Intelligent Computing Models focuses on the current trends in Data Mining, Image Processing, Mobil Computing, Soft Computing and Pattern Recognition. Different aspects such as clustering, dimensionality reduction/feature selection, classification, medical image segmentation and web usage mining have been discussed and modeled in this book. The book will be of great interest and use to scientists and engineers in various fields.
• Presents state-of-the-art models in intelligent computing
Table of Contents
Preface / CLUSTERING: M-Squeezer Algorithm to Cluster the Categorical Data / Clustering Using Principal Component Ranks / Improved Visual Cluster Rendering System / Distributed Clustering Using Interactive Visualization / Rule-based Classification of Microcalcifications using Ant-Miner / DATA MINING: Student Performance Forecasting: A Comparative Study of Classification Models / Evaluation of Attribute Selection Methods with Supervised Classification: A Case Study for Students Database / Knowledge Discovery in Databases Using Rough Set Approach / Detecting and Correcting Anomalies in Nested XML Databases Using Association Rules and Chi-square Test / Knowledge Base Assembly and Quantification of Work Related Risk Factors in Musculoskeletal Disorder / Modified Algorithm for Decision Making Using Rough Set and Soft Set / FUZZY MODELLING: Human Resource Recruitment Using Fuzzy Decision Making Method / Complexity Reduction Towards the Design of Symmetrical Fuzzy Logic Controllers / Hybrid Robust Network Intrusion Detection Using Data Mining of Fuzzy Association Rules / Role of Soft Computing in Image Processing / IMAGE PROCESSING: Image Restoration Under Significant Additive Noise Based on Genetic Algorithm / Analysis and Evaluation of Texture Method for Supervised and Unsupervised Images / Image De-noising Using Wavelet Transform / Statistical Methods for Analyzing MRI - A Study / Development of Template Matching Algorithm in Image Processing Applications for Gray Scale Images / Clustering of Multispectral and Hyperspectral Images / Eliminating Speckle Noise from Ultrasound Medical Images: A Non-Linear Approach / MATHEMATICAL MODELING: Application of Neural Network to Optimization Problems / Modeling of Automated Code Reviews Using Static Analysis Method / SYNCBASE – A Synchronization Database Model for Distributed Multimedia Systems / A Petrinet Approach to Behavioural Properties of Elevator System / Design of an Optimal Path-planner Using Search Techniques by Using a Pair of Edges of two Obstacles / Improving Intelligence of Spam Control Algorithm / NETWORKS: Network Event Recognition / Realization of Gray-scale/Color Image Segmentation for Cell-based Network / User Interfaces for Voice Application in Mobile Devices / Authenticatical Identification of Intrusion Detection Capability Using ANN / PATTERN RECOGNITION: An Assessment of Unimodal Biometric Technologies and Prospect of Multimodal Biometrics / Malayalam IR Engine Using Vector Space Model / Generating American Sign Language (ASL) Gestures from Speech for Assisting Deaf-mute People / WEB MINING: A Semantic Approach for the Enhancement of Ranking of Web Services / An Adaptive Rough Clustering for Web Log Transactions.
Postgraduate – Undergraduate Students in Computer Science