Lecture - Data Mining Algorithms

Year: SS 2017
Lecturer: Dr. rer. nat. C. Beecks
Type: Lecture
Form: V2 Ü1
Language: EN
Urls: Campus, L2P
Content:  

Algorithms and concepts for Data Mining in large database:

  • Introduction, KDD process
  • Data Warehousing, generalization, visualization
  • Frequent pattern mining, association rules
  • Clustering
  • Classification

 

Literature:

  • slides (via L2P)
  • Han & Kamber: Data Mining - Concepts and Techniques
  • Ester & Sander: Knowledge Discovery in Databases (in German)
Dates:  
Type Date Room
Lecture
Fri, 14:00 - 15:30
AH 5,
Exercise
Fri, 15:45 - 16:30
AH 5,