TY - BOOK AU - Alpaydin,Ethem TI - Introduction to machine learning / SN - 9780262012430 U1 - 006.31 PY - 2010/// CY - Massachusetts : : PB - The Mit Press, KW - APRENDIZAJE AUTOMATICO KW - INTELIGENCIA ARTIFICIAL KW - PROCESAMIENTO ELECTRONICO DE DATOS KW - PROGRAMACION [MATEMATICAS] N1 - Introduction. Supervised learning. Bayesian decision theory. Parametric methods. Dimensionality reduction. Clustering. Nonparametric methods. Decision trees. Linear discrimination. Multilayer perceptions. Local models. Kernel machines. Bayesian estimation. Hidden Markov models. Graphical models. Combining multiple learners. Reinforcement learning. Design and analysis of machine learning experiments. Probability.; Sistemas ER -