000			02075cam a2200409 i 4500
005			20250919011649.0
008			160328s2015 flua b 001 0 eng
020			_a9781466583283 _qhardback _cRM297.44
020			_a1466583282 _qhardback
039		9	_a201606231241 _bbaiti _c201606230845 _dasrul _c201606201534 _dlatihan _c201606100848 _dros _y03-28-2016 _zros
040			_aDLC _beng _erda _cDLC _dUKM _erda
090			_aQ325.5.M377 2015 3
090	0	0	_aQ325.5 _b.M377 2015 3
100	1		_aMarsland, Stephen. _eauthor
245	1	0	_aMachine learning : _ban algorithmic perspective / _cStephen Marsland.
250			_aSecond edition.
264		1	_aBoca Raton : _bCRC Press, _c[2015].
264		4	_c©2015
300			_axx, 437 pages : _billustrations ; _c25 cm.
336			_atext _2rdacontent
337			_aunmediated _2rdamedia
338			_avolume _2rdacarrier
490	0		_aChapman & Hall/CRC machine learning & pattern recognition series
500			_a'A Chapman & Hall book.'
504			_aIncludes bibliographical references and index.
505	0		_aIntroduction -- 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.
650		0	_aMachine learning.
650		0	_aAlgorithms.
907			_a.b16297532 _b2019-11-12 _c2019-11-12
942			_c01 _n0 _kQ325.5.M377 2015 3
914			_avtls003603063
990			_aasr
991			_aFakulti Teknologi dan Sains Maklumat
998			_al _b2016-02-03 _cm _da _feng _gflu _y0 _z.b16297532
999			_c607322 _d607322