Micro-Batching Growing Neural Gas for Clustering Data Streams Using Spark Streaming.
Mohammed GhesmouneMustapha LebbahHanene AzzagPublished in: INNS Conference on Big Data (2015)
Keyphrases
- data streams
- growing neural gas
- neural gas
- self organizing maps
- streaming data
- clustering method
- k means
- sliding window
- concept drift
- data streaming
- cluster analysis
- vector quantization
- clustering algorithm
- neural network
- data points
- similarity measure
- stream processing
- delaunay triangulation
- color quantization
- data sets
- unsupervised learning
- data clustering
- neural network model
- topology preserving
- data mining