Data mining: concepts and techniques
Data mining: concepts and techniques
Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis
Computational intelligence and applications
Computational intelligence and applications
A Vibrating Method Based Cluster Reducing Strategy
FSKD '08 Proceedings of the 2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery - Volume 02
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Clustering is the hot spot in the study of Data Mining. In this paper, refer to the distillation of "energy", data object and clustering can be described by energy. With the function of clustering optimized by energy, energy driven about the user's demands will be brought into effect in all data-space, and all data object, including the outlier, is planed as a whole at the unified cognition platform. Through the experiment, a strategy of clustering optimized by energy is better than those which are just clustered based on density by using the CRCMD algorithm.