Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches

✍ Scribed by Jerzy Jozefczyk

• Publisher: IGI Global
• Year: 2010
• Tongue: English
• Leaves: 507
• Edition: 1
• Category: Library

✦ Synopsis

The integration of artificial intelligence and knowledge based methods and technologies as well as computer based information systems has created the next generation of information systems intelligent information systems. This connection enables these new information systems to demonstrate novel capabilities, in particular: supporting users in decision making, processing data, discovering and processing knowledge, and reasoning under uncertainty. Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches presents selected new AIbased ideas and methods for analysis and decision making in intelligent information systems derived using systemic and cybernetic approaches. This book is useful for researchers, practitioners and students interested intelligent information retrieval and processing, machine learning and adaptation, knowledge discovery, applications of fuzzy based methods and neural networks.

✦ Table of Contents

Title
......Page 2
List of Reviewers......Page 4
Table of Contents......Page 5
Detailed Table of Contents......Page 9
Foreword......Page 15
Preface......Page 17
Acknowledgment......Page 23
Stochastic Learning-Based Weak Estimation and its Applications......Page 26
On Analogue TMR System......Page 55
Application of Two-Stage Adaptive Decision Making System Based on Takagi-Sugeno Modelfor Scenario Selection in Rehabilitation Process......Page 72
Probabilistic Temporal Network for Numeric and Symbolic Time Information......Page 92
Object Recognition via Contour Points Reconstruction Using Hurwitz-Radon Matrices......Page 112
Fuzzy Logic Based Modeling in the Complex System Fault Diagnosis......Page 133
Towards Knowledge Driven Individual Integrated Indicators of Innovativeness......Page 154
Knowledge Exchange in Collaborative Networksof Enterprises......Page 166
A New Meta-Heuristic Multi-Objective Approach for Optimal Dispatch of Dispersed and Renewable Generating Units in Power Distribution Systems......Page 187
Output Stream of Binding Neuron with Feedback......Page 207
Expert Guided Autonomous Mobile Robot Learning......Page 241
Validation of Clustering Techniques for Student Grouping in Intelligent E-learning Systems......Page 257
Knowledge Redundancy, Environmental Shocks, and Agents’ Opportunism......Page 277
Perspectives of Multivariable Fuzzy Control......Page 308
Self-Tuning Control Systems: A Review of Developments......Page 340
Active Learning in Discrete-Time Stochastic Systems......Page 375
Hybrid Intelligent Diagnosis Approach Based on Neural Pattern Recognition and Fuzzy Decision-Making......Page 397
Nonlinear Adaptive Ship Control Synthesis In The Case Of Model Uncertainty......Page 420
A Knowledge-Based Approach for Microwire Casting Plant Control......Page 444
Compilation of References......Page 463
About the Contributors......Page 492
Index......Page 502