Using K-Means Algorithm for Description Analysis of Text in RSS News Format.
Paola Ariza ColpasAna Isabel Oviedo CarrascalEmiro De la Hoz-FrancoPublished in: DMBD (2019)
Keyphrases
- k means
- detection algorithm
- expectation maximization
- data clustering
- learning algorithm
- dynamic programming
- clustering method
- optimization algorithm
- recognition algorithm
- cost function
- optimal solution
- objective function
- high level
- document analysis
- worst case
- particle swarm optimization
- fuzzy clustering algorithm
- matching algorithm
- hierarchical clustering
- image segmentation
- spectral clustering
- string matching
- cluster centers
- rough k means
- cross media
- convergence rate
- news articles
- document clustering
- computational cost
- np hard
- significant improvement
- preprocessing
- computational complexity
- similarity measure
- clustering algorithm