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© 2012 Institute for Genomics and Bioinformatics ·
Graz University of Technology · Petersgasse 14, 8010 Graz, Austria Tel +43-316-873-5331 · Fax +43-316-873-5340 · URL http://genome.tugraz.at · 
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| MEDICAL INFORMATICS 2 [444.053, 2VO SS] |
| LECTURER |
| Zlatko Trajanoski |
DESCRIPTION |
| Probability theory, statistical inference, descriptive statistics, hypothesis testing, support vector machines for classification, regression with support vector machines, neural networks (perceptron, back propagation, kohonen maps), regression and classification with neural networks, decision trees, hidden markov models. |
DOCUMENTS |
| Introduction 2008 [pdf] Modelling [pdf] |
| Introduction (Zlatko Trajanoski) [pdf] Introduction to SVM (Vojislav Kecman) [pdf] Basics of Support Vector Machines (Vojislav Kecman) [pdf] Gene Expression Clustering (Alexander Sturn) [pdf] Neural Networks (Zlatko Trajanoski) [pdf] PCA (Zlatko Trajanoski) [pdf] SOM (Zlatko Trajanoski) [pdf] Decision Trees (Zlatko Trajanoski) [pdf] Introduction to Probability Theory (Fatima Sanchez Cabo) [pdf] Introduction to Statistical Inference (Fatima Sanchez Cabo) [pdf] ELGA and eHealth (Karl Pfeiffer) [pdf] Combined document (contains all of the documents above) [pdf] |