1Mayer-Sch?nberger V, Cukier K. Big Data: A Revolution That Will Transform How We Live, Work, and Think. Boston: Eamon Dolan/Houghton Mifflin Harcourt, 2013.
2Hey T, Tansley S, Tolle K. The Fourth Paradigm: Data-Intensive Scientific Discovery. Redmond: Microsoft Research, 2009.
3Bryant R E. Data-intensive scalable computing for scientific applications. Comput Sci Engin, 2011, 13: 25-33.
4周志华. 机器学习与数据挖掘. 中国计算机学会通讯, 2007, 3: 35-44.
5Zhou Z H, Chawla N V, Jin Y, et al. Big data opportunities and challenges: Discussions from data analytics perspectives. IEEE Comput Intell Mag, 2014, 9: 62-74.
6Jordan M. Message from the president: The era of big data. ISBA Bull, 2011, 18: 1-3.
7Kleiner A, Talwalkar A, Sarkar P, et al. The big data bootstrap. In: Proceedings of the 29th International Conference on Machine Learning (ICML), Edinburgh, 2012, 1759-1766.
8Shalev-Shwartz S, Zhang T. Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization. In: Proceedings of the 31st International Conference on Machine Learning (ICML), Beijing, 2014, 64-72.
9Gonzalez J E, Low Y, Gu H, et al. PowerGraph: Distributed graph-parallel computation on natural graphs. In: Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Hollywood, 2012, 17-30.
10Gao W, Jin R, Zhu S, et al. One-pass AUC optimization. In: Proceedings of the 30th International Conference on Machine Learning (ICML), Atlanta, 2013, 906-914.
