Work-in-Progress Abstract: WKS, a local unsupervised statistical algorithm for the detection of transitions in timing analysis.
Marwan Wehaiba el KhazenLiliana Cucu-GrosjeanAdriana GogonelHadrien ClarkeYves SorelPublished in: RTCSA (2021)
Keyphrases
- detection algorithm
- improved algorithm
- experimental evaluation
- np hard
- k means
- matching algorithm
- times faster
- recognition algorithm
- optimization algorithm
- computational complexity
- theoretical analysis
- search space
- tree structure
- linear programming
- high accuracy
- computational cost
- dynamic programming
- objective function
- cost function
- optimal solution
- input data
- convergence rate
- hypothesis testing
- false detections
- detection method
- parameter estimation
- segmentation algorithm
- anomaly detection
- particle swarm optimization
- data sets
- active learning
- preprocessing
- learning algorithm