Reference List for Machine Learning and its Applications in Geotechnical Engineering - PART I: NEED TO KNOW KNOWLEDGE
1 Probability Theory
[1] Jeffreys, H. (1983). Theory of Probability. Oxford University Press, Oxford, New York.
[2] Sivia, D.S., and Skilling, J. (2006). Data Analysis: A Bayesian Tutorial. Oxford University Press, New York.
[3] Ang, A.H.-S., and Tang, W.H. (2007). Probability ...