Assoc. Prof. PhD Zoran Bosnić
Associate Professor
Vice Dean for Education
T: +386 1 479 8237
E: zoran.bosnic@fri.uni-lj.si
Room: R2.17
Description

Zoran Bosnić works as an associate professor at Artificial Intelligence Department in the Laboratory for Cognitive Modelling. He gives lectures on the following courses: Computer Networks, Functional Programming, and also lectures several classes at the doctoral studies. His research work combines advanced statistical methods with useful application areas such as mining from data streams, recommender systems, user behaviour profiling, e-learning systems and computer communications.

EDUCATION

2001 - B.Sc. degree from the Faculty of Computer and Information Science, University of Ljubljana, Slovenia

2003 - M.Sc. degree from the Faculty of Computer and Information Science, University of Ljubljana, Slovenia

2007 - Ph.D. degree from the Faculty of Computer and Information Science, University of Ljubljana, Slovenia

Awards

2005 - received Trimo research award for M.Sc. thesis

2006 - received Academia Europaea scholarship for attending international symposium "Grand Challenges in Informatics"

2007 - received dean's award for research achievements

2008 - received Trimo research award for Ph.D. thesis

2012 - received the Honorary diploma for outstanding pedagogical and research achievements from University of Ljubljana

Publications

BOSNIĆ, Zoran, KONONENKO, Igor. Estimation of individual prediction reliability using the local sensitivity analysis. Appl. intell. (Boston). [Print ed.], Dec. 2008, vol. 29, no. 3, str. 187-203.

BOSNIĆ, Zoran, KONONENKO, Igor. Comparison of approaches for estimating reliability of individual regression predictions. Data knowl. eng.. [Print ed.], Dec. 2008, vol. 67, no. 3, str. 504-516.

BOSNIĆ, Zoran, KONONENKO, Igor. Automatic selection of reliability estimates for individual regression predictions. Knowl. eng. rev., 2010, vol. 25, no. 1, str. 27-47.

BOSNIĆ, Zoran, KONONENKO, Igor. Reliability estimation of individual predictions in supervised learning. V: HAYWORTH, Gregory I. (ur.). Reliability engineering advances. New York: Nova Science Publishers, cop. 2009, str. 107-140.

ŠTRUMBELJ, Erik, BOSNIĆ, Zoran, KONONENKO, Igor, ZAKOTNIK, Branko, GRAŠIČ-KUHAR, Cvetka. Explanation and reliability of prediction models : the case of breast cancer recurrence. Knowledge and information systems, 2009, str. [1-20].

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