Histogram-Based Method for Effective Initialization of the K-Means Clustering Algorithm.
Caroline GinglesM. Emre CelebiPublished in: FLAIRS Conference (2014)
Keyphrases
- k means
- high precision
- segmentation method
- experimental evaluation
- high accuracy
- detection method
- data sets
- fully automatic
- bayesian networks
- energy function
- computational cost
- probabilistic model
- main contribution
- optimization method
- clustering method
- optimization algorithm
- theoretical analysis
- computationally efficient
- edge detection
- dynamic programming
- cost function
- multiresolution
- objective function
- similarity measure
- neural network