A new PSO-based approach to fire flame detection using K-Medoids clustering.
Amin KhatamiSaeed MirghasemiAbbas KhosraviChee Peng LimSaeid NahavandiPublished in: Expert Syst. Appl. (2017)
Keyphrases
- clustering algorithm
- particle swarm optimization
- particle swarm optimization pso
- spatial clustering with obstacles constraints
- particle swarm optimization algorithm
- false positives
- detection algorithm
- automatic detection
- anomaly detection
- hybrid particle swarm optimization
- object detection
- clustering method
- k means
- false alarms
- pso algorithm
- hierarchical clustering
- detection method
- detection rate
- data clustering
- global optimization
- outlier detection
- categorical data
- pid controller
- detection accuracy
- particle swarm optimizer
- data sets
- unsupervised learning
- similarity measure
- change detection
- hybrid algorithm
- convergence speed
- fitness function
- genetic algorithm
- optimization algorithm