Summer Semester 2009/10
Summer Semester 2010/11
Summer Semester 2011/12
Summer Semester 2012/13
Summer Semester 2013/14
Summer Semester 2014/15
Summer Semester 2015/16
Artificial Intelligence IN082206
Course content:
1. Introduction to artificial intelligence
2. Artificial neural networks
3. Search strategies
4. Rough sets
5. Decision trees
6. Evolutionary algorithms
7. Data clustering
8. Summary
(in Polish) Rodzaj przedmiotu
Course coordinators
Term 2011L: | Term 2010L: | Term 2013L: | Term 2009L: | Term 2012L: | Term 2015L: | Term 2014L: |
Learning outcomes
Learning outcomes:
Ability to choose appropriate methods for solving artificial intelligence problems.
Ability to perform basic artificial intelligence tasks by means of data mining systems - RSES, WEKA.
Bibliography
a) basic references:
1. Leszek Rutkowski: Methods and techniques of artificial intelligence (in Polish), Wydawnictwo Naukowe PWN, Warszawa 2009.
2. Andrzej Kisielewicz: Artificial intelligence and logic: An account of a scientific venture (in Polish), Wydawnictwa Naukowo-Techniczne, Warszawa 2011.
3. System RSES: http://logic.mimuw.edu.pl/~rses/
4. System WEKA: http://www.cs.waikato.ac.nz/ml/weka/
b) supplementary references:
1. Stuart Russell, Peter Norvig: Artificial Intelligence: A Modern Approach (3rd Edition), Prentice Hall, 2009.
2. Jarosław Arabas, Paweł Cichosz: Artificial intelligence,
http://wazniak.mimuw.edu.pl/index.php?title=Sztuczna_inteligencja (in Polish)