Internal Clustering Evaluation of Data Streams.
Marwan HassaniThomas SeidlPublished in: PAKDD Workshops (2015)
Keyphrases
- data streams
- clustering method
- clustering algorithm
- k means
- data sets
- sensor networks
- multiple data streams
- unsupervised learning
- self organizing maps
- outlier detection
- streaming data
- stream data
- decision trees
- sliding window
- evaluation method
- concept drift
- stream processing
- information theoretic
- internal and external
- evaluation model
- categorical data
- evaluation metrics
- hierarchical clustering
- data clustering
- cluster analysis
- itemsets
- multi dimensional
- information retrieval