A Method for Improving Imputation and Prediction Accuracy of Highly Seasonal Univariate Data with Large Periods of Missingness.
Aizaz U. ChaudhryWei LiAmir BasriFrançois PatenaudePublished in: Wirel. Commun. Mob. Comput. (2019)
Keyphrases
- prediction accuracy
- missing values
- missing data
- synthetic data
- input data
- data sets
- data quality
- classification trees
- incomplete data
- training samples
- prior knowledge
- clustering method
- training data
- noisy data
- estimation accuracy
- data imputation
- web page prediction
- statistical methods
- support vector machine
- probabilistic model
- segmentation method
- high dimensional data
- predictive accuracy
- data sources
- multiple imputation
- data structure
- similarity measure