Hartigan's Method: k-means Clustering without Voronoi.
Matus TelgarskyAndrea VattaniPublished in: AISTATS (2010)
Keyphrases
- preprocessing
- prior knowledge
- detection method
- high accuracy
- classification accuracy
- error rate
- synthetic data
- main contribution
- neural network
- probabilistic model
- significant improvement
- k means
- evaluation method
- support vector machine
- classification method
- optimization algorithm
- voronoi diagram
- computationally efficient
- mutual information
- computational cost
- experimental evaluation
- cost function
- pairwise
- decision trees