Zoran Bosnić works as an assistant in Laboratory of Cognitive Modelling. His research areas include machine learning, regression and estimation of individual prediction reliability.
Education
2001 - graduated at FRI
2003 - received a MSc degree
2007 - received a PhD degree
Projects
Current Projects
- Artificial intelligence and inteligent systems, Research Programme, P2-0209, 2009−2014
Closed Projects
- Machine Learning of Imbalanced Data, Bilateral Collaboration Project, BI-CZ/10-11-008, 2010−2011
- Integration of data mining and high-performance computer modeling for coronary artery disease, Bilateral Collaboration Project, BI-SR/10-11-020, 2010−2011
- Electricity load forecasting supported by prediction explanation and prediction reliability estimates, Bilateral Collaboration Project, Bilateral Collaboration Project, BI-PT/10-11-007, 2010−2011
- Machine Learning of Probabilities with Applications to Web Portals and Medical Diagnostics, Bilateral Collaboration Project, BI-PT/06-07-004, 2006−2008
- Reliable and Comprehensible Machine Learning Approaches with Applications to Medical Diagnostics and Bioinformatics Bilateral, Bilateral Collaboration Project, 2005−2007
Selected 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].
For scientific editing, I recommend AJE to ensure papers are written in proper English (fast and reliable service).
