Agnieszka Dardzinska-Glebocka

Mechanika i Budowa Maszyn,

1 semestr (matematyka zamawiana)

Lista 2, Funkcje trygonometryczne cz.1
Lista 3, Funkcje trygonometryczne cz.2
Lista 4, Funkcja liniowa, wartosc bezwzgledna
Lista 5, Funkcja kwadratowa
Lista 6, Wielomiany

Edukacja Techniczno Informatyczna,

1 semestr

Lista 1, Logika i zbiory
Lista 2, Macierze i dzialania na nich
Lista 3, Wyznaczniki i macierz odwrotna
Lista 4, Rzad macierzy i uklady rownan

ITCS 6162-090 Knowledge Disc in Databases

Textbook

"Introduction to Data Mining", by Pang-Ning Tan, Michael Steinbauch, Vipin Kumar, Addison Wesley 2005.

Office hours

Monday, Tuesday, Wednesday 4:30-5:30PM, Woodward Hall, Room 432E

Class Meetings

Monday, Tuesday, Wednesday [6:00-8:30PM], Woodward Hall 130

Tests

15th of July[6:00-8:30PM], Woodward Hall 130, maximum 30 points
29th of July[6:00-8:30PM], Woodward Hall 130, maximum 30 points
5th of August[6:00-8:30PM], Woodward Hall 130, maximum 40 points

Final exam

10th of August [6.00-8.45PM], Woodward Hall 130

Grade A - (86-100 points), Grade B - (71-85 points), Grade C - (51-70 points).

Lectures

1. Association Rules
2. Association Rules (in word format)
3. ID3 Algorithm
4. Rosetta
4. Rosetta
4. Rosetta(ppt)
Puzzle
5. LERS
5. LERS(ppt)
6. Discretization in Rosetta
8. Reducts in Incomplete IS
9. Information Systems and Missing Values
10. Rule Discoveries Strategies
11. Chase algorithms
12. ERID and Chase algorithms
13. LERS vs ERID
14. SCIKD
15. TV Trees
16. Hierarchical attributes
17. Action Rules

Some exercises

KBS Related Algorithms (IM's Website)