tsMorph: generation of semi-synthetic time series to understand algorithm performance.
Moisés Rocha dos SantosAndré C. P. L. F. de CarvalhoCarlos SoaresPublished in: CoRR (2023)
Keyphrases
- detection algorithm
- experimental evaluation
- learning algorithm
- np hard
- dynamic programming
- high accuracy
- optimal solution
- selection algorithm
- cost function
- worst case
- recognition algorithm
- matching algorithm
- clustering method
- optimization algorithm
- segmentation algorithm
- times faster
- particle swarm optimization
- computational cost
- objective function
- search space
- convergence rate
- improved algorithm
- estimation algorithm
- data generator
- generation algorithm
- classification algorithm
- theoretical analysis
- computationally efficient
- simulated annealing
- significant improvement
- k means
- evolutionary algorithm
- computational complexity
- similarity measure