Clustering data streams with weightless neural networks.
Douglas de O. CardosoPriscila M. V. LimaMassimo De GregorioJoão GamaFelipe M. G. FrançaPublished in: ESANN (2011)
Keyphrases
- data streams
- neural network
- self organizing maps
- sliding window
- clustering algorithm
- concept drift
- data clustering
- clustering method
- outlier detection
- multiple data streams
- pattern recognition
- k means
- neural network model
- information theoretic
- fuzzy logic
- sensor networks
- cluster analysis
- sensor data
- categorical data
- unsupervised learning
- data sets
- change detection
- back propagation
- hierarchical clustering
- fuzzy clustering
- artificial neural networks
- genetic algorithm
- mining data streams
- fault diagnosis
- knn
- multilayer perceptron
- multi layer
- adaptive resonance theory
- data structure