Optimization of heartbeat detection based on clustering and multimethod approach.
Sebastijan SpragerDamjan ZazulaPublished in: EMBC (2012)
Keyphrases
- clustering method
- clustering algorithm
- automatic detection
- detection method
- k means
- detection algorithm
- anomaly detection
- detection rate
- global optimization
- data clustering
- optimization algorithm
- unsupervised learning
- optimization problems
- deterministic annealing
- false alarms
- constrained optimization
- detection accuracy
- spectral clustering
- self organizing maps
- computer vision
- categorical data
- genetic algorithm
- data mining
- distance metric
- outlier detection
- data objects
- fuzzy clustering
- optimal solution
- optimization process
- data mining tasks
- target detection
- optimization model
- optimization strategies