The Dynamic Shift Detector: An algorithm to identify changes in parameter values governing populations.
Christie A. BahlaiElise F. ZipkinPublished in: PLoS Comput. Biol. (2020)
Keyphrases
- parameter values
- detection algorithm
- cost function
- experimental evaluation
- computational complexity
- dynamic programming
- improved algorithm
- optimal solution
- parameter space
- worst case
- times faster
- detection method
- optimal parameters
- preprocessing
- significant improvement
- learning algorithm
- tree structure
- parameter settings
- high accuracy
- clustering method
- np hard
- k means
- computer vision
- parameter estimation
- segmentation algorithm
- linear programming
- recognition algorithm
- search space
- similarity measure