SGD-Based Wiener Polynomial Approximation for Missing Data Recovery in Air Pollution Monitoring Dataset.
Ivan IzoninMichal GregusRoman TkachenkoMykola LogoydaOleksandra MishchukYurii KynashPublished in: IWANN (1) (2019)
Keyphrases
- missing data
- air pollution
- polynomial approximation
- air quality
- missing values
- matrix factorization
- imputation methods
- structure from motion
- low rank
- monitoring system
- motion segmentation
- incomplete data
- lower bound
- pointwise
- environmental monitoring
- stochastic gradient descent
- decision trees
- network monitoring
- knn
- data analysis
- database
- multiple imputation