A New Kernel-Based Algorithm for Online Clustering.
Habiboulaye Amadou BoubacarStéphane LecoeuchePublished in: ICANN (2) (2005)
Keyphrases
- k means
- clustering method
- computational complexity
- experimental evaluation
- cost function
- hierarchical clustering
- matching algorithm
- optimization algorithm
- segmentation algorithm
- computational cost
- significant improvement
- dynamic programming
- preprocessing
- optimal solution
- worst case
- machine learning
- similarity measure
- detection algorithm
- image segmentation
- recognition algorithm
- data clustering
- synthetic datasets
- synthetic and real datasets
- dissimilarity matrix
- online learning
- similarity function
- times faster
- expectation maximization
- objective function
- clustering algorithm