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Techn. Fakultät Willkommen am Institut für Informatik FAU-Logo

Lecture

The lecture is

  • Monday, 15:00 - 15:45, 02.037 (E-Studio)
  • Tuesday, 10:30 - 12:00, 02.037 (E-Studio)
  • Start: October 15, 2012

Lecture Slides

It is strongly recommended to attend the lectures in order to make personal notes. In addition, covered topics should be completed with personal research in according technical literature and publications that will be announced in the lecture.

News

    • ORAL EXAM: Please visit the secretaries office at 09.138 to regiter for the oral exam.

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ChapterLecture

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DatePresentationPrint (A5)Print (A6)Update
1Introduction15.10.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF07.11.2012
2Pattern Recognition Basics16.10.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF07.11.2012
3Logistic Regression I23.10.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF07.11.2012
4Logistic Regression II30.10.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF07.11.2012
5Naive Bayes05.11.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF09.11.2012
6Discriminant Analysis I06.11.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF13.11.2012
7Discriminant Analysis II12.11.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF20.11.2012
8Norms

19.11.2012

26.11.2012

Initiates file downloadPDF

Initiates file downloadPDF

Initiates file downloadPDFInitiates file downloadPDF27.11.2012
9Rosenblatt's Perceptron27.11.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF28.11.2012
10Multilayer Perceptron27.11.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF28.11.2012
11Optimization03.12.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF09.12.2012
12Support Vector Machines I04.12.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF09.12.2012
13Duality in Optimization11.12.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF13.12.2012
14

Support Vector Machines II

17.12.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF18.12.2012
15Kernels17.12.2012

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Initiates file downloadPDF

Initiates file downloadPDFInitiates file downloadPDF18.12.2012
16Laplacian SVM18.12.2012Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF18.12.2012
17Expectation Maximiztion

07.01.2013

14.01.2013

15.01.2013

Initiates file downloadPDF

Initiates file downloadPDF

Initiates file downloadPDF

Initiates file downloadPDFInitiates file downloadPDF15.01.2013
18Segmentation of MRI Data15.01.2013Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF24.01.2013
19Indendent Component Analysis (ICA)21.01.2013Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF24.01.2013
20Model Assessment29.01.2013Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF01.02.2013
21AdaBoost04.02.2013Initiates file downloadPDFInitiates file downloadPDFInitiates file downloadPDF08.03.2013