What are some advanced role mining techniques?
Advanced role mining techniques include clustering, decision trees, and machine learning algorithms to analyze user roles.
How does clustering help in role mining?
Clustering groups similar user behaviors, making it easier to identify patterns and optimize role assignments.
Can you explain how decision trees work in this context?
Decision trees analyze user attributes and actions to create a model that predicts the best role assignments.
What machine learning algorithms are commonly used?
Common algorithms include random forests, support vector machines, and neural networks for role classification.
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