CS 4811 Final Exam Topics

• Clustering (both sets of slides)
• Perceptrons
• Multi-layered neural networks
• Reasoning in Uncertain Situations (non-probabilistic)
  Default reasoning, abnormality, modal operator M,
  truth maintenance systems, fuzzy logic
• Probabilistic reasoning
  Probability theory, Bayes' theorem
  (Bayesian Belief Networks are not included)