A locally optimal algorithm for estimating a generating partition from an observed time series.
David J. MillerNajah F. GhalyanAsok RayPublished in: MLSP (2017)
Keyphrases
- locally optimal
- computational complexity
- optimization algorithm
- optimal solution
- preprocessing
- globally optimal
- dynamic programming
- search space
- computationally efficient
- cost function
- np hard
- experimental evaluation
- times faster
- detection algorithm
- computational cost
- learning algorithm
- probabilistic model
- segmentation algorithm
- significant improvement
- linear programming
- theoretical analysis
- improved algorithm
- disjoint subsets
- real valued time series
- k means
- artificial neural networks
- search algorithm
- objective function
- computer vision