Spatio-temporal characterisation and compensation method based on CNN and LSTM for residential travel data.
Adi AlhudhaifKemal PolatPublished in: PeerJ Comput. Sci. (2024)
Keyphrases
- synthetic data
- data sets
- high accuracy
- spatio temporal
- test data
- prior knowledge
- input data
- noisy data
- training data
- statistical methods
- significant improvement
- database
- detection method
- high quality
- objective function
- prior information
- similarity measure
- data quality
- data sources
- missing data
- training samples
- data collection
- data points
- data structure
- decision trees
- k means
- preprocessing
- data analysis
- data mining
- information loss