Introduction
and some advanced issues about
PATTERN
RECOGNITION AND MACHINE LEARNING
ARF:
Aprendizaje y Reconocimiento
de Formas
Course module: 41047. Learning, perception and visual and multimodal information processing.
MSc: Advanced Computing and Intelligent Systems.
Professor: Francesc J. Ferri, Vicent Arnau, Miguel Arevalillo.
Timetable: mondays 17:30-20:00 from november to february
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17/10/2011 (begin) |
0. Introduction. Pattern Recognition and Applications (slides) |
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24/10/2011 |
1. Statistical Pattern Recognition. The Fundamentals (slides )(matfiles) |
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14/11/2011 |
2. Nonparametric and Distance-based Learning (slides)(matfiles) |
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21/11/2011 |
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28/11/2011 |
4. Nonlinear machines and Kernels (slides) |
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| 5/12/2011 |
5. Unsupervised Pattern Recognition and Clustering
(slides)(matfiles) |
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12/12/2011 |
Tutorial and Labs: (see exercises at aulavirtual.uv.es) |
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Christmas and New year |
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| 9/01/2012 |
SEMINAR: Fringe analysis for measuring 3D shape: the phase unfolding problem. (M. Arevalillo) | |
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16/01/2012 |
SEMINAR: Pattern Recognition in DNA sequences (V. Arnau) |
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23/01/2012 |
SEMINAR: Pattern Recognition in DNA sequences (V. Arnau) |
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30/01/2012 |
Examination and presentations |
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The order of some subjects can be changed and/or shifted. |
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Additional material
will be available for photocopying
Software: [
| matlab
toolbox ||||||| ]
November, 2010