Seidl T.

Data Mining Algorithms (SS 2007)

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.

First exercise will take place on 27th April.

Dates

Type	Day	Time	Room
Lecture	Tuesday	14:00 - 15:30	AH 6
	Thursday	13:15 - 14:45	AH 5
Exercises	Friday	13:00 - 14:30	AH 5

News

	Results of the exam		15.08.2007
		The results of the exam can be found here . Graded exams can be inspected on Monday, August 20th from 16h to 16.30h in room 6329 (Lehrstuhl Informatik 9).
	Exam on July, 17th at 10:30 a.m. in AH5		17.07.2007
		The exam in Data Mining will take place on July, 17th at 10:30 a.m in lecture hall "AH5".
	Next Tuesday: Lecture in Aula 2		26.06.2007
		On Tue July 4th, 2007, the lecture takes place in lecture hall "Aula 2".
	Change of room		30.05.2007
		The tutorial on June 22nd will take place in AH I.

Non regular Dates

Date	Time	Room	Material
	Subject
10.04.2007	14:00 - 15:30	AH 6	1 Intro (538 KB) (RWTH-Intern) 2-1 Data Warehouse (395 KB) (RWTH-Intern)
	Chapter 1: Introduction
12.04.2007	13:15 - 14:45	AH 5
	-
17.04.2007	14:00 - 15:30	AH 6	2-2 Data Warehouse (158 KB) (RWTH-Intern)
	Chapter 2: Data Warehousing and Data Preprocessing
19.04.2007	13:15 - 14:45	AH 5
	-
24.04.2007	14:00 - 15:30	AH 6
	-
26.04.2007	13:15 - 14:45	AH 5
	-
27.04.2007	13:00 - 14:30	AH 5
	Tutorial
01.05.2007	14:00 - 15:30
	No lecture
03.05.2007	13:15 - 14:45	AH 5	3 Clustering (3,00 MB) (RWTH-Intern)
	Chapter 3: Clustering
04.05.2007	13:00 - 14:30	AH 5
	Tutorial
08.05.2007	14:00 - 15:30	AH 6
	-
10.05.2007	14:45 - 16:00	AH 1
	Notice: different time and room!
11.05.2007	13:00 - 14:30	AH 5	Handout 1 (952 KB) (RWTH-Intern) Handout 2 (15,4 KB) (RWTH-Intern)
	Tutorial
15.05.2007	14:00 - 15:30	AH 6
	-
17.05.2007	13:15 - 14:45
	No lecture
18.05.2007	13:00 - 14:30
	No tutorial
22.05.2007	14:00 - 15:30	AH 6
	-
24.05.2007	13:15 - 14:45	AH 5	4 Classification (1,32 MB) (RWTH-Intern)
	-
25.05.2007	13:00 - 14:30	AH 5
	Tutorial
29.05.2007	14:00 - 15:30	AH 6
	No lecture
31.05.2007	13:15 - 14:45
	No lecture
01.06.2007	13:00 - 14:30
	No tutorial
05.06.2007	14:00 - 15:30	AH 6
	-
07.06.2007	13:15 - 14:45
	No lecture
08.06.2007	13:00 - 14:30
	No tutorial
12.06.2007	14:00 - 15:30	AH 6
	-
14.06.2007	13:15 - 14:45	AH 5
	-
15.06.2007	13:00 - 14:30	AH 5	Solution SilhouetteCoefficient (7,47 MB) (RWTH-Intern)
	Tutorial
19.06.2007	14:00 - 15:30	AH 6
	-
21.06.2007	13:15 - 14:45	AH 5	5 Associations (1,14 MB) (RWTH-Intern)
	-
22.06.2007	13:00 - 14:30	AH 5
	Tutorial
26.06.2007	14:00 - 15:30	AH 6
	-
28.06.2007	13:15 - 14:45	AH 5
	-
29.06.2007	13:00 - 14:30	AH 5
	Tutorial
03.07.2007	14:00 - 15:30	AH 6	6 Generalization (596 KB) (RWTH-Intern)
	-
05.07.2007	13:15 - 14:45	AH 5
	-
06.07.2007	13:00 - 14:30	AH 5
	Tutorial
10.07.2007	14:00 - 15:30	AH 6
	-
12.07.2007	13:15 - 14:45	AH 5	7 Complex data (528 KB) (RWTH-Intern)
	-
13.07.2007	13:00 - 14:30	AH 5
	Tutorial
17.07.2007	10:00 - 13:00	Roter Hörsaal oder AH 5
	Written Exam

Tutorial

Please take care of the following regulations when handing in your solutions:

- Register online for the tutorial!

- Hand in your solutions during the lecture on the day mentioned on the exercise sheet! Solutions handed in later will not be accepted!

- Hand in your solutions in groups of exactly 3 persons. Solutions handed in by only one or two persons will not be corrected!

Units

Exercise 1 (Hand in on 26th April)	Exercise 1 (124 KB) (RWTH-Intern)
Exercise 2 (Hand in on 3rd May)	Exercise 2 (15,8 KB) (RWTH-Intern) | 2-WEKA (part one) (312 KB) (RWTH-Intern)
Exercise 3 (Hand in on 10th May)	Exercise 3 (74,6 KB) (RWTH-Intern)
Exercise 4 (Hand in on 24th May)	Exercise 4 (20,8 KB) (RWTH-Intern)
Exercise 5 (Hand in on 14th June)	Exercise 5 (25,7 KB) (RWTH-Intern) | SilhouetteCoefficient.zip (7,47 MB) (RWTH-Intern)
Exercise 6 (Hand in on 21st June)	Exercise 6 (update) (28,0 KB) (RWTH-Intern) | SplitStrategies.zip (3,28 MB) (RWTH-Intern)
Exercise 7 (Hand in on 28th June)	Exercise 7 (33,2 KB) (RWTH-Intern)
Exercise 8 (Hand in on 5th July)	Exercise 8 (23,1 KB) (RWTH-Intern)
Attendance-Exercise 9	Exercise 9 (17,0 KB) (RWTH-Intern)

Exam

Units

Klausur 17.7.07

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