Aggregating performance metrics for classifier evaluation
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Mining the hidden structure of inductive learning data sets
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
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In this paper, a new dynamic clustering algorithm basedon random sampling is proposed. The algorithm addresseswell known challenges in clustering such as Dynamism, Stability, and Scaling. The core of the proposed method isbased on the definition of a ...