Tools and Applications with Artificial Intelligence

ISBN-13: 9783642099816 / Angielski / Miękka / 2010 / 213 str.

Springer

Opis

In recent years, the use of Artificial Intelligence (AI) techniques has been greatly increased. The term intelligence seems to be a must in a large number of European and International project calls. AI Techniques have been used in almost any domain. Application-oriented systems usually incorporate some kind of intelligence by using techniques stemming from intelligent search, knowledge representation, machine learning, knowledge discovery, intelligent agents, computational intelligence etc. The Workshop on Applications with Artificial Intelligence seeks for quality papers on computer applications that incorporate some kind of AI technique. The objective of the workshop was to bring together scientists, engineers and practitioners, who work on designing or developing applications that use intelligent techniques or work on intelligent techniques and apply them to application domains (like medicine, biology, education etc), to present and discuss their research works and exchange ideas in this book. "

Recenzje

From the reviews:

"This book is the result of the Applications with Artificial Intelligence workshop's call 'for quality papers on computer applications that incorporate some kind of AI [artificial intelligence] technique.' ... The book's 15 papers are very well selected, so it is impossible to pick just one or two as the most important. ... This important book will be most useful to engineers, researchers, and graduate students in computational intelligence and machine learning." (Agliberto Cierco, ACM Computing Reviews, October, 2009)

Spis treści

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