Missing-Value Imputation of Continuous Missing Based on Deep Imputation Network Using Correlations among Multiple IoT Data Streams in a Smart Space.
Minseok LeeJihoon AnYounghee LeePublished in: IEICE Trans. Inf. Syst. (2019)
Keyphrases
- missing values
- missing data
- data streams
- data imputation
- smart spaces
- incomplete data
- data sets
- missing data imputation
- imputation methods
- management system
- high dimensional data
- wireless sensor networks
- missing information
- noisy data
- incomplete data sets
- ubiquitous computing
- cloud computing
- sensor networks
- feature extraction
- neural network
- daily life
- communication networks
- multiple imputation
- feature space