An empirical estimation for time and memory algorithm complexities: newly developed R package.
Marc Agenis-NeversNeeraj Dhanraj BokdeZaher Mundher YaseenMayur ShendePublished in: Multim. Tools Appl. (2021)
Keyphrases
- newly developed
- computational cost
- estimation algorithm
- times faster
- learning algorithm
- k means
- memory usage
- detection algorithm
- improved algorithm
- cost function
- preprocessing
- significant improvement
- experimental evaluation
- recognition algorithm
- memory requirements
- computational complexity
- dynamic programming
- search space
- computationally efficient
- parameter estimation
- optimization algorithm
- classification algorithm
- constrained optimization
- recently developed
- high accuracy
- tree structure
- segmentation algorithm
- data sets
- denoising
- probabilistic model
- np hard
- optimal solution
- genetic algorithm