TY - GEN AU - Bishop, Christopher M. TI - Pattern recognition and machine learning T2 - Information science and statistics SN - 0387310738 AV - Q327 .B57 2006 PY - 2006/// CY - New York PB - Springer KW - Machine learning KW - Pattern perception KW - Örüntü algısı KW - Makine ile öğrenme N1 - Includes bibliographical references and index; 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 ER -