Learning Parameters of the K-Means Algorithm From Subjective Human Annotation.
Haimonti DuttaRebecca J. PassonneauAustin LeeAxinia RadevaBoyi XieDavid L. WaltzPublished in: FLAIRS Conference (2011)
Keyphrases
- k means
- learning algorithm
- expectation maximization
- computational complexity
- preprocessing
- optimization algorithm
- active learning
- objective function
- clustering method
- parameter settings
- incremental learning
- segmentation algorithm
- parameter tuning
- supervised learning
- simulated annealing
- worst case
- pairwise
- optimal solution
- fuzzy k means
- maximum likelihood
- optimal parameters
- learning phase
- spectral clustering
- data clustering
- parameter estimation
- em algorithm
- cost function
- learning process
- image segmentation