A method for extracting travel patterns using data polishing.
Mio HosoeMasashi KuwanoTaku MoriyamaPublished in: J. Big Data (2021)
Keyphrases
- synthetic data
- input data
- data sets
- prior knowledge
- missing data
- database
- data collection
- noisy data
- data structure
- statistical analysis
- correlation analysis
- prior information
- statistical methods
- missing values
- test data
- data processing
- similarity measure
- data sources
- significant improvement
- dynamic programming
- training samples
- detection method
- frequent patterns
- training data
- preprocessing
- high quality
- pattern mining
- stock data
- feature set
- statistical significance
- interesting patterns
- original data
- raw data
- computational complexity
- data analysis
- data distribution
- cost function
- high dimensional data
- image data
- support vector machine