Method of Statistical Spline Functions for Solving Problems of Data Approximation and Prediction of Objects State.
Serhiy V. BabakVitaliy P. BabakArtur O. ZaporozhetsAnastasia SverdlovaPublished in: CMIS (2019)
Keyphrases
- synthetic data
- statistical methods
- input data
- statistical information
- solving problems
- data sets
- noisy data
- correlation analysis
- test data
- training data
- data structure
- prediction error
- information loss
- statistical analysis
- missing data
- statistical significance
- clustering method
- pairwise
- spatial data
- training samples
- predictive model
- data objects
- prediction model
- tensor product
- contingency tables
- fourier series
- hypothesis tests
- multiple objects
- original data
- image data
- data points
- data sources
- preprocessing
- clustering algorithm
- neural network