Bibliography for CS4200: On Line Machine Learning BETA

[1]

Barber, D. 2012. Bayesian Reasoning and Machine Learning. Cambridge University Press.

[2]

Barber, D. 2012. Bayesian Reasoning and Machine Learning. Cambridge University Press.

[3]

Bishop, C.M. 2006. Pattern Recognition and Machine Learning. Springer.

[4]

Cesa-Bianchi, N. and Lugosi, G. 2006. Prediction, Learning, and Games. Cambridge University Press.

[5]

Cesa-Bianchi, N. and Lugosi, G. 2006. Prediction, Learning, and Games. Cambridge University Press.

[6]

Durbin, J. and Koopman, S.J. 2012. Time Series Analysis by State Space Methods. Oxford University Press.

[7]

Mitchell, T.M. 1997. Machine Learning. McGraw-Hill Education - Europe.

[8]

Mitchell, T.M. Machine Learning. McGraw-Hill Education.

[9]

Shumway, R.H. and Stoffer, D.S. 2017. Time Series Analysis and Its Applications: With R Examples. Springer.

[10]

Shumway, R.H. and Stoffer, D.S. 2011. Time Series Analysis and Its Applications: With R Examples. Springer.

[11]

Sutton, R.S. et al. 2018. Reinforcement Learning. MIT Press Ltd.

[12]

Sutton, R.S. and Barto, A.G. 1998. Reinforcement Learning. MIT Press.

[13]

Sutton, R.S. and Barto, A.G. 1998. Reinforcement learning: an introduction. MIT Press.