Mining big data: current status, and forecast to the future
@article{Fan2013MiningBD, title={Mining big data: current status, and forecast to the future}, author={W. Fan and A. Bifet}, journal={SIGKDD Explor.}, year={2013}, volume={14}, pages={1-5} }
Big Data is a new term used to identify datasets that we can not manage with current methodologies or data mining software tools due to their large size and complexity. Big Data mining is the capability of extracting useful information from these large datasets or streams of data. New mining techniques are necessary due to the volume, variability, and velocity, of such data. The Big Data challenge is becoming one of the most exciting opportunities for the years to come. We present in this issue… CONTINUE READING
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References
SHOWING 1-3 OF 3 REFERENCES
Big Data Analytics: Applications and Opportunities in On-line Predictive Modeling
- http:// big-data-mining.org/keynotes/#fayyad,
- 2012
MOA: Massive Online Analysis http://moa
- cms.waikato.ac.nz/. Journal of Machine Learning Research (JMLR),
- 2010
Vowpal Wabbit, http://hunch.net/ ̃vw
- 2011