Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm.
Federico SabbatiniRoberta CalegariPublished in: BEWARE@AI*IA (2023)
Keyphrases
- k means
- high accuracy
- improved algorithm
- clustering method
- computational complexity
- similarity measure
- learning algorithm
- optimal solution
- preprocessing
- data clustering
- matching algorithm
- computational cost
- segmentation algorithm
- graph clustering
- detection algorithm
- computationally efficient
- cost function
- optimization algorithm
- linear programming
- experimental evaluation
- times faster
- cluster analysis
- significant improvement
- hierarchical clustering
- recognition algorithm
- evolutionary algorithm
- subspace clustering
- objective function