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Symbolic versus statistical reasoning
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Artificial Intelligence II
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Exercises
Uncertain Reasoning: Statistical Methods
Symbolic versus statistical reasoning
Basic Statistical methods -- Probability
Bayes Theorem
Belief Models and Certainty Factors
Reasoning with Certainty factors
Overcoming the Bayes Rule shortcomings
Dempster-Shafer Models
Dempster-Shafer Calculus
Combining beliefs
Bayesian networks
Implementation
Reasoning in Bayesian nets
A Practical Example
Fuzzy Logic
Fuzzy Set Theory
Further Reading
Exercises
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