The discovery and quantification of risk in high dimensional search spaces.
Kester Dean CleggRobert AlexanderPublished in: GECCO (Companion) (2013)
Keyphrases
- high dimensional
- search space
- low dimensional
- similarity search
- data mining
- discovery process
- high risk
- search algorithm
- risk management
- dimensionality reduction
- minimum risk
- risk averse
- sparse data
- risk factors
- risk assessment
- variable selection
- high dimensional data
- data points
- decision making
- parameter space
- metric space
- noisy data
- risk measures
- machine learning
- high dimensionality
- multi modal
- scientific discovery
- neural network
- high dimensional problems
- discrete data
- early warning
- risk analysis
- case study
- expected utility
- knowledge discovery
- pattern discovery
- input space
- solution space