TY  - BOOK
AU  - Alpaydin,Ethem
TI  - Introduction to machine learning
T2  - Adaptive computation and machine learning
SN  - 9780262028189
AV  - Q 325.5 A47.2014
PY  - 2014///,
CY  - Cambridge, Massachusetts
PB  - The MIT Press
KW  - Machine learning
KW  - Aprendizaje automático (Inteligencia artificial)
N1  - Incluye referencias bibliográficas e índice; Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments
ER  -