An initialization method for the k-means using the concept of useful nearest centers.
Hassan IsmkhanPublished in: CoRR (2017)
Keyphrases
- k means
- clustering method
- significant improvement
- mutual information
- objective function
- pairwise
- optimization algorithm
- high accuracy
- neural network
- classification method
- dynamic programming
- preprocessing
- high precision
- optimization method
- data clustering
- spectral clustering
- distance function
- nearest neighbour
- support vector machine
- support vector machine svm
- unsupervised learning
- knn
- experimental evaluation
- evolutionary algorithm
- artificial neural networks
- feature extraction
- clustering algorithm