Representing Uncertainty by Possibility Distributions Encoding Confidence Bands, Tolerance and Prediction Intervals.
Mohammad Ghasemi HamedMathieu SerrurierNicolas DurandPublished in: SUM (2012)
Keyphrases
- prediction intervals
- confidence level
- possibility distributions
- possibility theory
- regression model
- fuzzy sets
- probability distribution
- von neumann
- decision problems
- travel time
- linear regression model
- expected cost
- confidence intervals
- regression analysis
- fuzzy set theory
- possibilistic logic
- compact representations
- simulated annealing
- influence diagrams
- machine learning
- prediction error
- incomplete information
- regression methods
- model selection
- logic programs
- decision making