Trip Purpose Imputation Using GPS Trajectories with Machine Learning.
Qinggang GaoJoseph MolloyKay W. AxhausenPublished in: ISPRS Int. J. Geo Inf. (2021)
Keyphrases
- machine learning
- missing data
- learning algorithm
- moving objects
- data mining
- feature selection
- decision trees
- pattern recognition
- computer science
- inductive learning
- information extraction
- knowledge acquisition
- missing values
- machine learning methods
- natural language processing
- road segments
- inductive logic programming
- learning tasks
- location information
- data sets
- machine learning algorithms
- high dimensional data
- knowledge discovery
- mobile devices
- global positioning system
- map matching
- navigation systems
- gps data
- learning systems
- missing data imputation
- route planning
- trajectory data
- urban environments
- motion patterns
- model selection
- neural network