Lecture - Data Mining Algorithms

Year: WS 2009
Lecturer: Univ.-Prof. Dr. rer. nat. T. Seidl
Type: Lecture
Form: V3 Ü2
Language: EN, DE
Content:  

Algorithms and concepts for Data Mining in large databases.

(1) Introduction

(2) Data Warehousing

(3) Clustering

(4) Classification

(5) Mining Association Rules

(6) Generalization and Concept Description

(7) Mining Complex Types of Data.


Literature:

  • Slides
  • Han & Kamber: Data Mining
  • Ester & Sander: Knowledge Discovery in Databases

Lecutre notes:

Skript Data Mining Algorithms ws2010.zip