Studies in Fuzziness and Soft Computing

By: Bhanu Prasad (Editor)

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Hardcover | 25 March 2008

At a Glance

Hardcover
392 Pages

Dimensions(cm)
23.5 x 16.51 x 2.54

Hardcover

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Softcomputing techniques play a vital role in the industry. This book presents several important papers presented by some of the well-known scientists from all over the globe. The application domains discussed in this book include: agroecology, bioinformatics, branched fluid-transport network layout design, dam scheduling, data analysis and exploration, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors, fault diagnosis of electronic circuits, fault diagnosis of power distribution systems, flood routing, hazard sensing, health care, industrial chemical processes, knowledge management in software development, local multipoint distribution systems, missing data estimation, parameter calibration of rainfall intensity models, parameter identification for systems engineering, petroleum vessel mooring, query answering in P2P systems, real-time strategy games, robot control, satellite heat pipe design, monsoon rainfall forecasting, structural design, tool condition monitoring, vehicle routing, water network design, etc.

The softcomputing techniques presented in this book are on (or closely related to): ant-colony optimization, artificial immune systems, artificial neural networks, Bayesian models, case-based reasoning, clustering techniques, differential evolution, fuzzy classification, fuzzy neural networks, genetic algorithms, harmony search, hidden Markov models, locally weighted regression analysis, probabilistic principal component analysis, relevance vector machines, self-organizing maps, other machine learning and statistical techniques, and the combinations of the above techniques.

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You Can Find This Book In

Non-Fiction Mathematics Applied Mathematics Computing & I.T.Computer Science Artificial Intelligence Science Science in General Industrial Applications of Scientific Research & Technological Innovation Engineering & Technology Technology in General Maths for Engineers

Engineering in General

Optimization of Industrial Processes Using Improved and Modified Differential Evolution	p. 1
Noise-Robust Tool Condition Monitoring in Micro-milling with Hidden Markov Models	p. 23
Dynamically Self-generated Fuzzy Neural Networks with Industry Applications	p. 47
Kernel Estimators in Industrial Applications	p. 69
Negative Selection Algorithm with Applications in Motor Fault Detection	p. 93
Harmony Search Applications in Industry	p. 117
Soft Computing in Bioinformatics: Genomic and Proteomic Applications	p. 135
Evolutionary Regression and Neural Imputations of Missing Values	p. 151
Glowworm Swarm Optimization Algorithm for Hazard Sensing in Ubiquitous Environments Using Heterogeneous Agent Swarms	p. 165
Self-organization in Evolution for the Solving of Distributed Terrestrial Transportation Problems	p. 189
Statistical Forecasting of Indian Summer Monsoon Rainfall: An Enduring Challenge	p. 207
Fault Diagnosis of Electronic Circuits Using Cellular Automata Based Pattern Classifier	p. 225
A Survey of Artificial Neural Network-Based Modeling in Agroecology	p. 247
Software Development Knowledge Management Using Case-Based Reasoning	p. 271
Learning from Demonstration and Case-Based Planning for Real-Time Strategy Games	p. 293
A CBR System: The Core of an Ambient Intelligence Health Care Application	p. 311
Soft Query-Answering Computing in P2P Systems with Epistemically Independent Peers	p. 331
Power Distribution System Fault Diagnosis Using Hybrid Algorithm of Fuzzy Classification and Artificial Immune Systems	p. 357
Detection of Phishing Attacks: A Machine Learning Approach	p. 373
Author Index	p. 385
Table of Contents provided by Blackwell. All Rights Reserved.

Studies in Fuzziness and Soft Computing

At a Glance

Hardcover

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How to return your order

Defective items

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