Incremental semi-supervised clustering in a data stream with a flock of agents.
Pierrick BruneauFabien PicarougneMarc GelgonPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- semi supervised clustering
- data streams
- semi supervised
- metric learning
- semi supervised learning
- pairwise constraints
- unsupervised clustering
- labeled data
- background knowledge
- k means
- semi supervised classification
- data distribution
- nonnegative matrix factorization
- active learning
- clustering algorithm
- machine learning
- supervised learning
- data mining
- domain knowledge
- concept drift
- information retrieval