Guia docente 2023_24 Escuela de Ingeniería Industrial

Contents

Topic	Sub-topic
Biomedical signal analysis techniques	Introduction to spectral analysis. Power spectral density. Model-based parametric methods. Subspace-based methods for spectral analysis. Time-frequency analysis
Feature extraction and dimension reduction	Feature extraction methods Dimension reduction/feature selection methods.
Biomedical signal classification methods	Performance evaluation metrics. Linear discriminant analysis. K-Nearest Neighbour. Artificial Neural Networks. Support Vector Machines.