Bayesian detection of event spreading pattern from multivariate binary time series.
Jie HuZirui ChenWenwei LinXiaodan FanPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- event detection
- multivariate time series
- pattern detection
- change point detection
- pattern matching
- event types
- detection algorithm
- automatic detection
- soccer video
- false positives
- change point
- detection accuracy
- non stationary
- detection method
- detection rate
- surprising patterns
- probabilistic model
- multivariate data
- time stamped
- dynamic time warping
- multivariate time series data
- high dimensional
- object detection
- periodic patterns
- bayesian inference
- event recognition
- bayesian learning
- sequential data
- temporal patterns
- neural network
- anomaly detection
- model selection
- moving objects
- bayesian networks
- data mining