A swarm intelligence based clustering approach for outlier detection.
Shafiq AlamGillian DobbiePatricia RiddleM. Asif NaeemPublished in: IEEE Congress on Evolutionary Computation (2010)
Keyphrases
- outlier detection
- swarm intelligence
- particle swarm optimization
- ant colony optimization
- computational intelligence
- detecting outliers
- fraud detection
- detection algorithm
- particle swarm optimization pso
- knowledge discovery
- ant colonies
- evolutionary computation
- density estimation
- credit card fraud detection
- high dimensional datasets
- density ratio estimation
- social behavior
- data streams
- data mining
- density based clustering
- change point detection
- detect outliers
- clustering method
- clustering algorithm
- swarm robotics
- theoretical and empirical study
- social insects
- distance based outlier detection
- collective behavior
- genetic algorithm ga
- semi supervised
- outlier mining
- artificial neural networks
- machine learning
- real world
- neural network