Driving into Uncertainty: An Adversarial Generative Approach for Multivariate Scenario Generation.
Michele CarboneraMichele CiavottaEnza MessinaPublished in: BigData (2023)
Keyphrases
- machine learning
- real world
- incomplete information
- regression model
- generative model
- data sets
- inherent uncertainty
- multivariate time series
- uncertain data
- bayesian networks
- website
- artificial intelligence
- hidden markov models
- decision making
- conditional probabilities
- robust optimization
- neural network
- stochastic simulation
- database
- dependence structure
- multivariate normal