A New Framework for Reconstructing Time Series DMSP-OLS Nighttime Light Data Using the Improved Stepwise Calibration (ISC) Method.
Mingyue WangChunhui FengBifeng HuNan WangJintao XuZiqiang MaJie PengZhou ShiPublished in: Remote. Sens. (2022)
Keyphrases
- synthetic data
- main contribution
- statistical methods
- input data
- database
- missing data
- data sets
- data analysis
- multivariate time series
- noisy data
- training samples
- test data
- clustering method
- support vector machine svm
- probabilistic model
- similarity measure
- training data
- data sources
- pairwise
- association rules
- preprocessing
- stock market
- knowledge discovery
- learning algorithm
- symbolic representation
- neural network
- temporal abstractions
- moving average
- large scale data sets
- stock data
- forward selection