Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Selected chapters of artificial intelligence in signal management and processing (17.DAU007)

Type of studies	Title
Doctoral Academic Studies	Computing and Control Engineering (Year: 1, Semester: Summer)

General information:

Category	Scientific-professional
Scientific or art field	Automatic Control and System Engineering
ECTS	10

Students should be acquainted with current literature and take part in active research work in artificial intelligence.

Neural Networks, Fuzzy Logic, Support Vector Machines. Part of the teaching activity on the subject is done through independent research and study work in the field of artificial intelligence, in signal control and processing. Research and study work includes active monitoring of primary research resources, organization and execution of experiments, numerical simulations, optional writing a paper on artificial intelligence, signal control and processing.

Lectures and consultations. Research and study work.

Authors	Title	Year	Publisher	Language
Te-Ming Huang, Vojislav Kecman, Ivica Kopriva	Kernel Based Algorithms for Mining Huge Data Sets	2006	Springer	English
Klir, G.J., Yuan, B.	Fuzzy Sets and Fuzzy Logic: Theory and Applications	1995	Prentice Hall, Upper Saddle River, New Jersey	English
Vojislav Kecman	Learning and Soft Computing:SVM, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)	2001	The MIT Press	English
grupa autora	selektovani članci iz časopisa	nema		English
Ross, T.J.	Fuzzy logic with engineering applications	2004	John Wiley & Sons, Chichester	English
Kishan Mehrotra,Chilukuri K.Mohan, Sanjay Ranka	Elements of Artificial Neural Networks	1996	The MIT Press	English