CityOutlook+: Early Crowd Dynamics Forecast Through Unbiased Regression With Importance-Based Synthetic Oversampling.
Soto AnnoKota TsubouchiMasamichi ShimosakaPublished in: IEEE Pervasive Comput. (2023)
Keyphrases
- regression model
- regression analysis
- crowd sourced
- linear regression
- dynamic model
- behavioral patterns
- relative importance
- class imbalance
- generalized regression neural network
- regression algorithm
- early warning
- dynamical systems
- support vector
- neural network
- model selection
- simple linear
- multi agent
- pedestrian dynamics
- genetic algorithm
- real world