Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches: Systemic and Cybernetic ApproachesJozefczyk, Jerzy, Orski, Donat IGI Global, 31. aug 2010 - 506 pages 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 AI?based 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. |
Contents
1 | |
On Analogue TMR System | 30 |
Application of TwoStage Adaptive DecisionMaking System Based onTakagiSugeno Modelfor Scenario Selection inRehabilitation Process | 47 |
Probabilistic TemporalNetwork for Numeric andSymbolic Time Information | 67 |
Object Recognition via ContourPoints Reconstruction UsingHurwitzRadon Matrices | 87 |
Fuzzy Logic BasedModeling in the ComplexSystem Fault Diagnosis | 108 |
Towards Knowledge DrivenIndividual IntegratedIndicators of Innovativeness | 129 |
Knowledge Exchange inCollaborative Networksof Enterprises | 141 |
Knowledge RedundancyEnvironmental Shocks andAgents Opportunism | 252 |
Perspectives of MultivariableFuzzy Control | 283 |
A Review of Developments | 315 |
Active Learning in DiscreteTime Stochastic Systems | 350 |
Hybrid Intelligent DiagnosisApproach Based on NeuralPattern Recognition andFuzzy DecisionMaking | 372 |
Nonlinear Adaptive ShipControl Synthesis In TheCase Of Model Uncertainty | 395 |
A KnowledgeBasedApproach for MicrowireCasting Plant Control | 419 |
Compilation of References | 438 |
A New MetaHeuristic MultiObjective Approach for OptimalDispatch of Dispersed andRenewable Generating Units inPower Distribution Systems | 162 |
Output Stream of BindingNeuron with Feedback | 182 |
Expert Guided AutonomousMobile Robot Learning | 216 |
Validation of ClusteringTechniques for StudentGrouping in IntelligentElearning Systems | 232 |
Other editions - View all
Knowledge-based Intelligent System Advancements: Systemic and Cybernetic ... Jerzy Jozefczyk,Donat Orski No preview available - 2011 |