Comparison of Linear and Nonlinear Kriging Methods for Characterization and Interpolation of Soil Data.
Eric AsaMohamed SaafiJoseph MembahArun BillaPublished in: J. Comput. Civ. Eng. (2012)
Keyphrases
- data sets
- statistical methods
- data mining methods
- data analysis
- spectral clustering
- missing values
- synthetic data
- database
- high dimensional data
- data mining techniques
- complex structures
- human experts
- training data
- significant improvement
- data processing
- data collection
- probability distribution
- computational cost
- image data
- statistical analysis
- data mining
- learned models
- data reduction
- historical data
- statistical tests
- learning models
- data mining applications
- black box
- neural network
- noisy data
- data points
- decision trees
- machine learning methods
- experimental data
- sensor data
- attribute values
- high quality
- preprocessing