Vorlesung - Data Mining Algorithms

Jahr: WS 2008
Dozent: Univ.-Prof. Dr. rer. nat. T. Seidl
Typ: Vorlesung
Form: V3 Ü2
Sprache: EN
Inhalt:  

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