Unbiased Estimation Methods of Nonlinear Transport Models Based on Linearly Projected Data.
Wai WongSze Chun WongPublished in: Transp. Sci. (2019)
Keyphrases
- data sets
- incomplete data
- statistical methods
- raw data
- high dimensional data
- data mining methods
- easily interpretable
- human experts
- statistical models
- data mining techniques
- database
- predictive model
- data collection
- probabilistic model
- models built
- estimation accuracy
- historical data
- statistical tests
- density estimation
- data analysis
- preprocessing
- data processing
- prior knowledge
- knowledge discovery
- original data
- input data
- neural network
- statistical analysis
- noisy data
- statistical inference
- learned models
- training data
- data representations
- estimation problems
- missing data
- data sources
- data points
- monte carlo simulation
- linear regression
- data mining
- spectral clustering
- decision trees
- bayesian networks
- network structure
- machine learning methods
- experimental data