Clustering in the Face of Fast Changing Streams.
Liudmila UlanovaNurjahan BegumMohammad Shokoohi-YektaEamonn J. KeoghPublished in: SDM (2016)
Keyphrases
- clustering algorithm
- clustering method
- multiple data streams
- data clustering
- unsupervised learning
- k means
- clustering analysis
- facial expressions
- data streams
- distance metric
- cluster analysis
- categorical data
- hierarchical clustering
- anomaly detection
- self organizing maps
- outlier detection
- spectral clustering
- stream mining
- gender recognition
- graph theoretic
- human faces
- recognition algorithm
- fuzzy clustering
- data objects
- data sets
- data points
- pairwise
- video sequences
- information retrieval