A-TSPD: autonomous-two stage algorithm for robust peak detection in online time series.
Aditi GuptaSukanya GuptaAdeiza James OnumanyiSatyadev AhlawatYamuna PrasadVirendra SinghPublished in: Clust. Comput. (2024)
Keyphrases
- peak detection
- times faster
- computationally efficient
- learning algorithm
- preprocessing
- detection algorithm
- k means
- segmentation algorithm
- improved algorithm
- matching algorithm
- real time
- search space
- computational cost
- significant improvement
- computational complexity
- parameter tuning
- decision trees
- path planning
- image matching
- theoretical analysis
- dynamic programming
- online learning
- probabilistic model
- np hard
- ant colony optimization
- optimization algorithm
- objective function
- convergence rate
- recognition algorithm
- robotic systems
- worst case