Courses – Fakultet tehničkih nauka u Novom Sadu

Subject: Intelligent Systems for Decision Support (17.IM1117)

Native organizations units: Department of Industrial Engineering and Engineering Management, Chair of Mechatronics, Robotics and Automation

Type of studies	Title
Undergraduate Academic Studies	Industrial Engineering (Year: 4, Semester: Winter)

General information:

Category	Professional-applicative
Scientific or art field	Information-Communication Systems Proizvodni i uslužni sistemi, organizacija i menadžment
ECTS	4

The objective of the course is to master the basic knowledge in the field of intelligent decision support systems that enable the student to independently carry out engineering analysis of the data when predicting and deciding. The objective of the course is that B.Sc. in Industrial Engineering and Management acquires competencies for the application of advance statistics and computer intelligence techniques in the problems of forecasting and decision making in production and service systems.

Students will be capable for research and development of intelligent decision support systems in order to predict events for the purpose of improving system performance. B.Sc. in Engineering and Management acquires competencies for the development and application of intelligent systems in forecasting and decision-making.

Introduction. Computer support for decision making. Decision support systems. Spatial systems for decision support. Intelligent decision support systems. How to computers think more like humans? Fuzzy inference systems. Hybrid Intelligent Systems. Recommender, Advisory and Expert Systems and Their Integration with Decision Support Systems. Successful and unsuccessful examples of intelligent decision support systems. Benefits from intelligent decision support systems.

Teaching on the course includes lectures and exercises with examples of intelligent decision support systems. During the semester the student is obliged to do a project where he will apply the acquired knowledge in the field of intelligent decision support systems. The entire exercise takes place with the help of computers and sophisticated software.

Authors	Title	Year	Publisher	Language
Gupta, J.N.D., Forgionne, G. A., Mora, M. T.	Intelligent Decision-making Support Systems	2006	Springer	English
Kumar, A., Ajith, S., Siarry, A. P., Sheng, M.	Intelligent Decision Support Systems for Sustainable Computing	2017	Springer	English
Arturas Kaklauska	Biometric and Intelligent Decision Making Support	2015	Springer	English
Sugumaran, R., DeGroote., J.	Spatial Decision Support Systems	2011	CRC Press, Taylor & Francis Group	English