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Slides

Additional Material for the Lecture

You will find accompanying material for the lecture on this page. We provide video content of the lecture, articles or slides that are related to the topics in the lecture. The video content is intended to be used as a means for repetitions and preparations for the exams and cannot replace the attendance of the lecture and the exercises.

 

 

News

Due to the bonding exhibition next week, the lectures on

  • Monday, July 5, and Tuesday, July 6, will take place in the
  • seminar room 0.85, Martensstr.7,

in the material sciences building!

The slides and video contents are copyrighted (c) 2005 by Joachim Hornegger, University of Erlangen-Nürnberg, Germany. Use without prior written permission of the authors is not permitted!

 

 

Videos

The videos recorded in SS09 are available for download from http://www.video.uni-erlangen.de/ or on ITunes University.

In order to view the video content, the DivX version 5 codec is required. You can download it from the following www address: DivX Homepage. 

Download

Some of the lecture material requires a username and password. Both can be acquired in the lecture or in the exercise groups.

Date

Material
19.04.2010Bayesian Classifier (pdf)
26.04.2010Naive Bayes (pdf)
Logistic Regression (pdf)
03.05.2010

Logarithm of Odds (pdf)
Discriminant Analysis (pdf), annotated version (pdf)

01.06.2010

Norms (pdf), annotated version (pdf)

Perceptron (pdf), annotated version (pdf)

SVM (pdf)
17.06.10

Optimization 1 (pdf) , annotated version (pdf)

Optimization 2 (pdf), annotated version (pdf)

22.06.10Kernels (pdf)
05.07.10EM-Algorithm (pdf)

 

 

Script of Prof. Niemann

 

 

The slides and video contents are copyrighted (c) 2005 by Heinrich Niemann, University of Erlangen-Nürnberg, Germany. Use without prior written permission of the author is not permitted!

The lecture script of Prof. H. Niemann is available for download parallel to the slides presented by Prof. J. Hornegger. The script is available only in German!

The complete script of Pattern Recognition 2 by Prof. Niemann: (ps.gz)