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Intelligent Engineering Systems through Artificial Neural Networks Volume 18

Cihan H. Dagli
Cihan H. Dagli
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ASME Press
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Data mining is the method of analyzing data from various perspectives and summarizing it into useful information. Clustering is one of the prominent and efficient ways to use it as the data mining technique. Most of the clustering algorithms will usually employ distance metric based similarity measure to find the clusters such that the data points in the same cluster are similar; usually these algorithms use only discrete- valued databases. Instead this paper presents a conceptual clustering algorithm which can be employed on the categorical attributes as well as Boolean attributes. The use of the distance metric based similarity measure...

1. Introduction
2. Related work
3. Hierarchy of Attributes and Concepts
4. Implementation
5. Results
6. Conclusion and Future Directions
7. Acknowledgements
8. References
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