000			02105cam a2200373 a 4500
001			15490453
003			NUST-PNEC
005			20170116180656.0
008			081020s2009 enka b 001 0 eng
010			_a 2008044605
015			_aGBA906362 _2bnb
016	7		_a014883735 _2Uk
020			_a9780521884389
020			_a0521884381 (hardback)
035			_a(OCoLC)ocn263146943
040			_aDLC _cPNEC _dBTCTA _dYDXCP _dUKM _dYDX _dC#P _dCDX _dBWX _dBWK _dDLC
050	0	0	_aQA279.5 _b.D37 2009
082	0	0	_a519.542 DAR
100	1		_aDarwiche, Adnan, _d1966-
245	1	0	_aModeling and reasoning with Bayesian networks _cAdnan Darwiche.
260			_aCambridge ; _aNew York : _bCambridge University Press, _c2009.
300			_axii, 548 p. : _bill. ; _c26 cm.
500			_aIncludes Index http://www.amazon.com/Modeling-Reasoning-Bayesian-Networks-Darwiche/dp/0521884381/ref=sr_1_1?s=books&ie=UTF8&qid=1409386482&sr=1-1&keywords=9780521884389
504			_aIncludes bibliographical references (p. 527-539) and index.
505	0		_aIntroduction -- Propositional logic -- Probability calculus -- Bayesian networks -- Building Bayesian networks -- Inference by variable elimination -- Inference by factor elimination -- Inference by conditioning -- Models for graph decomposition -- Most likely instantiations -- The complexity of probabilistic inference -- Compiling Bayesian networks -- Inference with local structure -- Approximate inference by belief propagation -- Approximate inference by stochastic sampling -- Sensitivity analysis -- Learning : the maximum likelihood approach -- Learning : the Bayesian approach.
650		0	_aBayesian statistical decision theory _xME, MIS
650		0	_aInference.
650		0	_aProbabilities.
650		0	_aModeling.
856	4	1	_3Table of contents only _uhttp://www.loc.gov/catdir/toc/fy0903/2008044605.html
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cBK
999			_c60387 _d60387