A Method for Reconstruction of Unmeasured Data on Seasonal Changes of Microorganisms Quantity in Heavy Metal Polluted Soil.
Olha MorozVolodymyr StepashkoPublished in: CSIT (2018)
Keyphrases
- synthetic data
- data sets
- input data
- data structure
- prior knowledge
- detection method
- test data
- high accuracy
- training samples
- markov random field
- missing data
- segmentation method
- probability distribution
- cost function
- significant improvement
- statistical methods
- high quality
- reconstruction method
- prior information
- noisy data
- information loss
- surface model
- data collection
- image data
- data analysis
- training data
- data mining
- high dimensional data
- support vector machine
- knowledge discovery
- k means
- missing values
- pairwise
- objective function
- three dimensional
- correlation analysis