Comparing merging behaviors observed in naturalistic data with behaviors generated by a machine learned model.
Aravinda Ramakrishnan SrinivasanMohamed HasanYi-Shin LinMatteo LeonettiJac BillingtonRichard RomanoGustav MarkkulaPublished in: ITSC (2021)
Keyphrases
- prior knowledge
- data sets
- experimental data
- computational model
- simulation data
- probabilistic model
- synthetic data
- network structure
- input data
- data analysis
- behavioral model
- data collection
- data sources
- computer systems
- database
- statistical model
- crowd behavior
- state transitions
- dynamic behavior
- measured data
- finite state machines
- high level
- similarity measure
- data processing
- image data
- mathematical model
- missing data
- high quality
- original data
- prior information
- learning models
- statistical analysis
- generation process
- knowledge discovery
- image segmentation
- temporal behavior
- data points
- probability distribution