Modeling Vehicle-Pedestrian Encountering Risks in the Natural Driving Environment Using Machine Learning Algorithms.
Priyanka GandhiXiao LuoRenran TianPublished in: HCI (16) (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- pedestrian detection
- learning algorithm
- machine learning
- decision trees
- machine learning methods
- real time
- predictive accuracy
- learning problems
- machine learning approaches
- random forests
- machine learning systems
- driver assistance systems
- autonomous vehicles
- input features
- machine learning models
- intelligent vehicles
- driving behavior
- data sets
- data mining
- transfer learning
- neural network
- object detection
- mobile robot
- autonomous driving
- learning tasks
- real world
- data structure
- standard machine learning algorithms
- dangerous situations
- statistical machine learning
- traffic safety
- prior knowledge
- traffic accidents
- multiclass classification
- human body
- learning models