Artificial Intelligence with UncertaintyThe information deluge currently assaulting us in the 21st century is having a profound impact on our lifestyles and how we work. We must constantly separate trustworthy and required information from the massive amount of data we encounter each day. Through mathematical theories, models, and experimental computations, Artificial Intelligence with U |
Contents
| 1 | |
Chapter 2 Methodologies of AI | 21 |
Chapter 3 On Uncertainties of Knowledge | 43 |
Chapter 4 Mathematical Foundation of AI with Uncertainty | 61 |
Chapter 5 Qualitative and Quantitative Transform Model Cloud Model | 107 |
Chapter 6 Discovering Knowledge with Uncertainty through Methodologies in Physics | 153 |
Chapter 7 Data Mining for Discovering Knowledge with Uncertainty | 201 |
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Common terms and phrases
analysis applications approach Artificial Intelligence association rules attractors Balancing pattern basic Beijing certainty degree chaos classification cloud drops cloud model clustering algorithm clustering coefficient clustering result common sense data field data mining data objects data set database Deyi entropy equipotential fractal fuzzy set granularity graph hierarchical human intelligence input intelligent control interaction inverted pendulum inverted pendulum system item set kernel knowledge discovery linguistic values logic machine mathematical membership function method natural language neural network neuron nodes nonlinear normal cloud normal distribution optimization output force F parameters physical physical symbol system postcondition potential field potential function precise precondition prediction principal curve probability density function probability theory problem qualitative concepts random variable relation represented robots rough set sample scale-free network set theory shown in Figure simulate statistical structure symbol theorem topology transformation triple-link inverted pendulum uncertainty vector
References to this book
Advances in Spatio-Temporal Analysis Xinming Tang,Yaolin Liu,Jixian Zhang,Wolfgang Kainz No preview available - 2007 |