Supervised Data Synthesizing and Evolving - A Framework for Real-World Traffic Crash Severity Classification.
Yi HeDi WuEge BeyazitXiaoduan SunXindong WuPublished in: ICTAI (2018)
Keyphrases
- data sets
- real world
- machine learning
- data mining techniques
- data analysis
- training data
- large scale data sets
- supervised classification
- supervised learning
- image data
- support vector
- data mining
- raw data
- classification method
- spatial data
- data processing
- decision trees
- data points
- data structure
- case study
- image classification
- classification accuracy
- data collection
- high dimensional data
- prior knowledge
- feature vectors
- training set
- data quality
- feature selection
- data streams