Tools and Applications With Artificial Intelligence

by Koutsojannis, Constantinos; Sirmakessis, Spiros

• ISBN13: 9783540880684
• ISBN10: 3540880682
• Format: Hardcover
• Copyright: 2009-02-01
• Publisher: Springer Verlag

Summary

The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence - quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems and hybrid intelligent systems. Critical to both contributors and readers are the short publication time and world-wide distribution - this permits a rapid and broad dissemination of research results.

Table of Contents

Evaluation of Morphological Features for Breast Cells Classification Using Neural Networks	p. 1
A BP-Neural Network Improvement to Hop-Counting for Localization in Wireless Sensor Networks	p. 11
SudokuSat-A Tool for Analyzing Difficult Sudoku Puzzles	p. 25
Understanding and Forecasting Air Pollution with the Aid of Artificial Intelligence Methods in Athens, Greece	p. 37
Multiple Target Tracking for Mobile Robots Using the JPDAF Algorithm	p. 51
An Artificial Market for Emission Permits	p. 69
Application of Neural Networks for Investigating Day-of-the-Week Effect in Stock Market	p. 77
WSRPS: A Weaning Success Rate Prediction System Based on Artificial Neural Network Algorithms	p. 89
Dealing with Large Datasets Using an Artificial Intelligence Clustering Tool	p. 105
An Application of Fuzzy Measure and Integral for Diagnosing Faults in Rotating Machines	p. 121
A Multi-agent Architecture for Sensors and Actuators' Fault Detection and Isolation in Case of Uncertain Parameter Systems	p. 135
A User-Friendly Evolutionary Tool for High-School Timetabling	p. 149
HEPAR: An Intelligent System for Hepatitis Prognosis and Liver Transplantation Decision Support	p. 163
Improving Web Content Delivery in eGoverment Applications	p. 181
Improving Text-Dependent Speaker Recognition Performance	p. 199
Author Index	p. 213
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