Bishop, Christopher M. <br/><br/>
Pattern recognition and machine learning / 
Christopher M. Bishop. 
 - xx, 738 p. :  ill. (some col.) ;  25 cm. 
 - Information science and statistics .
<br/><br/>
<br/><br/>Introduction -- Probability distributions -- Linear models for regression -- Linear models for classification -- Neural networks -- Kernel methods -- Sparse kernel machines --Graphical models -- Mixture models and EM -- Approximate inference -- Sampling methods -- Continuous latent variables -- Sequential data -- Combining models. 
<br/><br/><label>ISBN: </label>0387310738 9780387310732 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Machine learning<br/>Pattern perception<br/>Örüntü algısı<br/>Makine ile öğrenme
<br/><br/><label>LC Class. No.: </label>Q327  / .B57 2006