A Single-Pass Online Data Mining Algorithm Combined with Control Theory with Limited Memory in Dynamic Data Streams

Author:

He Yanxiang,Xiong Naixue,Défago Xavier,Yang Yan,He Jing

Publisher

Springer Berlin Heidelberg

Reference43 articles.

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2. Babcock, B., Babu, S., Datar, M., Motwani, R., Widom, J.: Models and issues in data stream systems. In: Proceedings of 21st ACM Symposium on Principles of Database Systems (PODS 2002), Madison, WI (June 2002)

3. Alon, N., Matias, Y., Szegedy, M.: The Space Complexity of Approximating the Frequency Moments. In: Proceedings ACM Symp. Theory of Computing (STOC), pp. 20–29 (1996)

4. Li, H.-F., Lee, S.-Y.: Single-Pass Algorithms for Mining Frequency Change Patterns with Limited Space in Evolving Append-only and Dynamic Transaction Data Streams. In: Proceedings of the 2004 IEEE International Conference on e-Technology, e-Commence and e-Service (EEE 2004), pp. 215–222 (2004)

5. Feigenbaum, J., Kannan, S., Strauss, M., Viswanathan, M.: Testing and Spot-Checking of Data Streams. In: Proc. ACM-SIAM Symp. Discrete Algorithms (SODA), pp. 165–174 (2000)

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