Forward-stagewise clustering: An algorithm for convex clustering.
Mimi ZhangPublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- k means
- clustering method
- clustering algorithm
- data clustering
- density based clustering
- optimal solution
- synthetic datasets
- cluster analysis
- information theoretic
- cost function
- hierarchical clustering
- alternating optimization
- cluster centers
- spectral clustering
- detection algorithm
- dynamic programming
- expectation maximization
- simulated annealing
- synthetic and real datasets
- clustering analysis
- probabilistic model
- clustering ensemble
- clustering approaches
- density based clustering algorithm
- subspace clustering
- categorical data
- similarity function
- np hard
- document clustering
- worst case
- unsupervised learning
- dissimilarity matrix
- decision function
- dense regions
- objective function
- learning algorithm
- hierarchical clustering algorithm
- cluster structure
- lower bound
- search space
- convex optimization
- convex hull
- linear programming