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 .M368 2015
U1  - 006.31 22
PY  - 2015///
CY  - Boca Raton : 
PB  - CRC Press / Taylor & Francis Group, 
KW  - Machine learning
KW  - BUEsh
KW  - Computer algorithms
KW  - COMSCI
KW  - June2015
KW  - August2015
KW  - reading book
N1  - "A Chapman & Hall book."; Index : p. 431-437; Includes bibliographical references; 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  -