Developing Concepts in Applied Intelligence

✍ Scribed by Hosein Alizadeh, Behrouz Minaei, Hamid Parvin, Mohsen Moshki (auth.), Kishan G. Mehrotra, Chilukuri Mohan, Jae C. Oh, Pramod K. Varshney, Moonis Ali (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2011
• Tongue: English
• Leaves: 140
• Series: Studies in Computational Intelligence 363
• Edition: 1
• Category: Library

✦ Synopsis

The field of “Artificial Intelligence” developed important concepts for simulating human intelligence. Its sister field, “Applied Intelligence”, has focused on techniques for developing intelligent systems for solving real life problems in all disciplines including science, social science, art, engineering, and finance. The objective of the International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE) is to promote and disseminate research in Applied Intelligence. It seeks quality papers on a wide range of topics in applied intelligence that are employed in developing intelligent systems for solving real life problems in all disciplines. Every year this conference brings together scientists, engineers and practitioners, who work on designing and developing applications that use intelligent techniques or work on intelligent techniques and apply them to application domains. The book is comprised of seventeen chapters providing up-to-date and state-of-the-art research on the applications of applied Intelligence techniques.

✦ Table of Contents

Front Matter....Pages -
An Asymmetric Criterion for Cluster Validation....Pages 1-14
Discovery of Domain Values for Data Quality Assurance....Pages 15-20
Dynamic Time Warping-Based K-Means Clustering for Accelerometer-Based Handwriting Recognition....Pages 21-26
On Segmentation of Interaction Values....Pages 27-32
SI-APRENDE: An Intelligent Learning System Based on SCORM Learning Objects for Training Power Systems Operators....Pages 33-38
Least Squares Support Vector Machines for Channel Prediction in the MIMO System....Pages 39-44
A Neural Computation Model Based on nCRF and Reverse Control Mechanism....Pages 45-50
Particle Swarm Optimization of a Recurrent Neural Network Control for an Underactuated Rotary Crane with Particle Filter Based State Estimation....Pages 51-58
Extracting Connection Types in Process Models Discovered by Using From-to Chart Based Approach....Pages 59-65
Using Class Decomposition for Building GA with Fuzzy Rule-Based Classifiers....Pages 67-76
Improving the Performance of Multi-start Search on the Traveling Salesman Problem....Pages 77-82
A Constraint Programming Application for Rotating Workforce Scheduling....Pages 83-88
An Agent-Based Architecture for Multifaceted Online Dispute ResolutionTools....Pages 89-94
Towards an Agent-Based Knowledge Management System....Pages 95-100
An Approach to Auction-Based Web Server Admission Control....Pages 101-106
Adaptive Fuzzy Rules Emulated Networks Controller for 7-DOF Robotic Arm with Time Varying Learning Rate....Pages 107-112
Belief Management for Autonomous Robots Using History-Based Diagnosis....Pages 113-118
Enhancing Believability of Virtual Soccer Players: Application of a BDI-Model with Emotions and Trust....Pages 119-128
Back Matter....Pages -

✦ Subjects

Engineering, general; Artificial Intelligence (incl. Robotics)