Expectation-maximization algorithm for bilinear systems by using the Rauch-Tung-Striebel smoother.
Siyu LiuXiao ZhangLing XuFeng DingPublished in: Autom. (2022)
Keyphrases
- expectation maximization
- em algorithm
- high accuracy
- k means
- learning algorithm
- optimization algorithm
- experimental evaluation
- computational cost
- particle swarm optimization
- objective function
- recognition algorithm
- times faster
- preprocessing
- search space
- cost function
- np hard
- dynamic programming
- computational complexity
- improved algorithm
- tree structure
- linear systems
- classification algorithm
- convex hull
- maximum likelihood estimation
- piecewise linear
- detection algorithm
- data sets
- parameter estimation
- computationally efficient
- generative model
- similarity measure
- data streams
- least squares
- multi objective
- significant improvement