Dynamic Pattern Detection for Big Data Stream Analytics

Author:

Xylogiannopoulos Konstantinos F.,Karampelas Panagiotis,Alhajj Reda

Publisher

Springer International Publishing

Reference24 articles.

1. Xylogiannopoulos, K.F., Karampelas, P., Alhajj, R.: Repeated patterns detection in big data using classification and parallelism on LERP reduced suffix arrays. Appl. Intell. 45(3), 567–597 (2016). https://doi.org/10.1007/s10489-016-0766-2

2. Xylogiannopoulos, K. F.: Data structures, algorithms and applications for big data analytics: single, multiple and all repeated patterns detection in discrete sequences. Unpublished PhD thesis, University of Calgary (2017)

3. Xylogiannopoulos, K.F., Karampelas, P., Alhajj, R.: Analyzing very large time series using suffix arrays. Appl. Intell. 41(3), 941–955 (2014). https://doi.org/10.1007/s10489-014-0553-x

4. Apostolico, A., Preparata, F.P.: Optimal off-line detection of repetitions in a string. Theor. Comput. Sci. 22, 297–315 (1983)

5. Weiner, P.: Linear pattern matching algorithms. In: SWAT ‘73 Proceedings of the 14th Annual Symposium on Switching and Automata Theory (Swat 1973), pp. 1–11 (1973)

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