Bibliography for CS5200: On-line Machine Learning BETA

Barber, David. Bayesian Reasoning and Machine Learning. Cambridge: Cambridge University Press, 2012. Print.

Bishop, Christopher M. Pattern Recognition and Machine Learning. Information science and statistics. New York: Springer, 2006. Print.

Cesa-Bianchi, Nicol, and Gbor Lugosi. Prediction, Learning, and Games. Cambridge: Cambridge University Press, 2006. Web. <https://ezproxy01.rhul.ac.uk/login?url=http://www.vlebooks.com/vleweb/product/openreader?id=Holloway&isbn=9780511316029&uid=^u>.

Cesa-Bianchi, Nicolò, and Gábor Lugosi. Prediction, Learning, and Games. Cambridge: Cambridge University Press, 2006. Print.

Durbin, James, and Siem Jan Koopman. Time Series Analysis by State Space Methods. 2nd Edition. Vol. 38. Oxford: Oxford University Press, 2012. Web. <https://doi-org.ezproxy01.rhul.ac.uk/10.1093/acprof:oso/9780199641178.001.0001>.

Mitchell, Tom M. Machine Learning. International Edition. New York: McGraw-Hill, 1997. Print.

Shumway, Robert H., and David S. Stoffer. Time Series Analysis and Its Applications: With R Examples. 4th Edition. Cham, Switzerland: Springer, 2017. Print.

---. Time Series Analysis and Its Applications: With R Examples. 4th Edition. Springer Texts in Statistics. New York: Springer, 2011. Web. <https://ebookcentral-proquest-com.ezproxy01.rhul.ac.uk/lib/rhul/detail.action?docID=6312856>.

Sutton, Richard S., and Andrew G. Barto. Reinforcement Learning: An Introduction. Cambridge, Mass: MIT Press, 1998. Print.

---. Reinforcement Learning: An Introduction. Cambridge, Massachusetts: MIT Press, 1998. Web. <https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267343>.

Sutton, Richard S., Andrew G. Barto, and Francis Bach. Reinforcement Learning. 2nd Edition. Massachusetts: MIT Press Ltd, 2018. Print.