Courses

Petra Perner,
Institute of Computer Vision and Applied Computer Sciences
will be presenting a course on Data Mining on Multimedia Data,
Oct. 16-20, at Tampere University of Technology, Finland,
 in the International Center for Signal Processing.

See http://www.ibai-research.de
contact: pr@cs.tut.fi or ibaiperner@aol.com

Outline:

Part I Preliminary Concepts

1. Introduction
1.1 What is Data Mining?
1.2 The Data Mining Process
1.3 Real World Applications
1.3 Overview about the Methods
1.4 Data Preparation
1.5 Evaluation of the Model

Part II Concepts for Data Mining

2.2 Decision Trees
2.3 Case-Based Reasoning
2.4 Clustering
2.5 Conceptual Clustering
2.6 Feature Subset Selection

Part III Applications

3.1 Image Mining
3.1.2 What is Image Mining?
3.1.3 Mining Medical Image Archives
3.1.4 Mining for similar Pattern

3.2 WebMining
3.2.1 What are Tasks?
3.2.2 Data Preparation
3.2.3 WebLog Mining