Performance Improvement of Data Mining in Weka through GPU Acceleration

Author:

Engel Tiago Augusto,Charão Andrea Schwertner,Kirsch-Pinheiro Manuele,Steffenel Luiz-Angelo

Publisher

Elsevier BV

Subject

General Engineering

Reference30 articles.

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2. Wu, R., Zhang, B., Hsu, M. Gpu-accelerated large scale analytics. Tech. Rep. HPL-2009-38; HP Labs; 2009. URL: http://www.hpl. hp.com/techreports/2009/HPL-2009-38.html.

3. Ma, W., Agrawal, G. Auto-gc: automatic translation of data mining applications to gpu clusters. In: 24th IEEE International Symposium on Parallel and Distributed Processing - Workshop Proceedings. IEEE Computer Society; 2010, p. 1-8.

4. Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., Witten, I.H. The weka data mining software: an update. SIGKDD Explor Newsl 2009;11(1):10-18.

5. Witten, I.H., Frank, E., Trigg, L., Hall, M., Holmes, G., Cunningham, S.J. Weka: Practical machine learning tools and techniques with java implementations. In: Proceedings of the ICONIP/ANZIIS/ANNES’99 Workshop on Emerging Knowledge Engineering and Connectionist- Based Information Systems. 1999, p. 192-196.

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