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International Conference on Instrumentation, Measurement, Circuits and Systems (ICIMCS 2011)

By
Chen Ming
Chen Ming
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ISBN:
9780791859902
No. of Pages:
1400
Publisher:
ASME Press
Publication date:
2011

This paper proposes an improved method towards the defects in Apriori algorithm that needs to scan transaction database time after time and create largeness candidate sets. The improved method reduces the times of scanning database on the basis of compressing the amount of candidate sets. By testing on a traffic accident data, it proved that, on the basis of accuracy, the execution efficiency of the improved method is far better than the Apriori algorithm.

Abstract
Keywords:
■ Introduction
■ The Improved Apriori Algorithm
■ Performance Comparison
■ Test on Traffic Accident Data
■ Conclusion
■ Acknowledgments
■ References
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