Imputation of missing time-activity data with long-term gaps: A multi-scale residual CNN-LSTM network model.
Youngseob EumEun-Hye Enki YooPublished in: Comput. Environ. Urban Syst. (2022)
Keyphrases
- network model
- missing data
- multiscale
- long term
- data sets
- synthetic data
- data structure
- data sources
- high dimensional data
- original data
- database
- missing values
- data collection
- short term
- raw data
- incomplete data
- probability distribution
- image data
- knowledge discovery
- data processing
- data points
- human activities
- end users
- high quality
- training data
- data quality
- missing information
- spatial data
- statistical analysis
- scale space
- input data
- data mining techniques
- knn
- data analysis
- neural network