TY  - BOOK
AU  - Marsland,Stephen
TI  - Machine learning: an algorithmic perspective 
T2  - Chapman & Hall/CRC machine learning & pattern recognition series
SN  - 9781466583283 (hbk)
AV  - Q325.5 .M37 2015
PY  - 2015///]
CY  - Boca Raton
PB  - CRC Press
KW  - Machine learning
KW  - Algorithms
N1  - A Chapman & Hall book; Includes bibliographical references and index; Introduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python
ER  -