Learning of Aggregate Features for Comparing Drivers Based on Naturalistic Data.
Iulian CarpatoreaSlawomir NowaczykThorsteinn S. RögnvaldssonMarcus ElmerJohan LodinPublished in: ICMLA (2016)
Keyphrases
- prior knowledge
- data sets
- learning process
- learning algorithm
- synthetic data
- data sources
- training data
- xml documents
- data processing
- feature space
- data structure
- probability distribution
- data points
- learned models
- learning models
- training examples
- complex structures
- data quality
- human experts
- learning tasks
- background knowledge
- aggregate data
- data collection
- online learning
- supervised learning
- image data
- learning systems
- high dimensional data
- spatial data
- statistical analysis
- raw data
- original data
- knowledge discovery
- association rules