A method for extracting travel patterns using data polishing.

Mio Hosoe Masashi Kuwano Taku Moriyama

Published 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