Transfer learning for long-interval consecutive missing values imputation without external features in air pollution time series.
Jun MaJack C. P. ChengYuexiong DingChangqing LinFeifeng JiangMingzhu WangChong ZhaiPublished in: Adv. Eng. Informatics (2020)
Keyphrases
- missing values
- transfer learning
- missing data
- air pollution
- data imputation
- incomplete data
- missing data imputation
- high dimensional data
- multiple imputation
- semi supervised learning
- cross domain
- feature extraction
- feature space
- feature vectors
- labeled data
- machine learning algorithms
- collaborative filtering
- probabilistic model
- text mining
- machine learning
- text classification
- high dimensional
- multiple types
- imputation methods
- training samples
- transfer knowledge
- support vector