Reasoning with Uncertainty – IV | Artificial Intelligence | Video lecture

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 Reasoning with Uncertainty РIV

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TOPICS:

Course Name1:30
Faculty Name
Probability – Bayes’ Rule
Advantages and Problems of Probabilities
Bayesian Approach
Advantages and Problems of Probabilities
Bayesian Approach
Extended Baye’s Theorem
Probability – Bayes’ Rule
Patient has spots
If both Spots and Fever are present they
In general given a prior body of
Belief Network
Belief Network Example
Belief Network
Belief Network Example
An Example
Belief Network Example
Some Properties of BN
Belief Network Example
Some Properties of BN
Belief Network Example
Some Properties of BN
Belief Network Example
Some Properties of BN
Example contd.
The Four Patterns
Poly-trees
Example contd.
Belief Network Example
Example contd.
Belief Network Example
Example contd.
Belief Network Example
Example contd.
An Example
Belief Network Example
Example contd.
More on Conditional Independence
Conditional Independence
Example: d-separation
Conditional Independence
Example d-separatlon
Conditional Independence
Example: d-separation
Conditional Independence
Example d-separation
Conditional Independence
Conditional lndependence
Example d-separation
Example d-separat on
Example d-separation
Construction of Belief Networks
Example d-separation
Construction of Belief
The Importance of Ordering
Minimalist Principle
Inferencing in BN
The Four Patterns
Inferencing in Poly-trees
Definitions
Computing P(X|E)
Definitions
Computing P(X|E)
Example Causal Inferencing
Example 2: diagnostic Inferencing

 

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