Geometry-Inference Based Clustering Heuristic: New k-means Metric for Gaussian Data and Experimental Proof of Concept.
Mohammed El KhattabiMostapha E. L. JaiYoussef LahmadiLahcen OughdirPublished in: Oper. Res. Forum (2024)
Keyphrases
- k means
- clustering analysis
- data analysis
- high dimensional data
- data sets
- experimental data
- clustering method
- data clustering
- cluster structure
- clustering result
- spectral clustering
- statistical analysis
- data collection
- clustering algorithm
- data points
- database
- training data
- cluster centers
- knowledge discovery
- missing data
- original data
- data structure
- hierarchical clustering
- xml documents
- data quality
- input data
- probabilistic model
- self organizing maps
- dimensionality reduction
- data mining techniques