Zoran Bosnic

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Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Matjaž KukarFaculty of Computer and Information Science, University of Ljubljana, SloveniaVerified email at fri.uni-lj.si
dr. Domen KoširUniversity of Ljubljana, Slovenia & Celtra Ltd.Verified email at fri.uni-lj.si
Kaja ZupancUniversity of Ljubljana, SloveniaVerified email at fri.uni-lj.si
Joze RugeljProf., University of LjubljanaVerified email at pef.uni-lj.si
Uroš OcepekVerified email at stps-trbovlje.si
Irena Nančovska Šerbecdocentka na UL PEFVerified email at pef.uni-lj.si
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Pedro Pereira RodriguesCINTESIS & Faculty of Medicine of the University of PortoVerified email at med.up.pt
Marko Robnik-ŠikonjaProfessor od Computer Science and Informatics, University of LjubljanaVerified email at fri.uni-lj.si
Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Erik StrumbeljUniversity of LjubljanaVerified email at fri.uni-lj.si
Vladimir KurbalijaFull professor, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Nenad FilipovicProfessor, University of KragujevacVerified email at kg.ac.rs
Bogdan PogorelcGlobantVerified email at ijs.si
Matjaz GamsJozef Stefan InstituteVerified email at ijs.si
Martin JakominUniversity of LjubljanaVerified email at fri.uni-lj.si
Matjaž MajnikTeaching assistant, University of LjubljanaVerified email at fri.uni-lj.si
Brankica BratićFaculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Milos SavicDepartment of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs

Zoran Bosnic

University of Ljubljana, Faculty of Computer and Information Science

Verified email at fri.uni-lj.si - Homepage

machine learning data mining incremental learning recommender systems semi-supervised learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
AgroDSS: A decision support system for agriculture and farming M Kukar, P Vračar, D Košir, D Pevec, Z Bosnić Computers and Electronics in Agriculture 161, 260-271, 2019	154	2019
Exploring the relation between learning style models and preferred multimedia types U Ocepek, Z Bosnić, IN Šerbec, J Rugelj Computers & Education 69, 343-355, 2013	136	2013
Automatic recognition of gait-related health problems in the elderly using machine learning B Pogorelc, Z Bosnić, M Gams Multimedia tools and applications 58 (2), 333-354, 2012	128	2012
ROC analysis of classifiers in machine learning: A survey M Majnik, Z Bosnić Intelligent data analysis 17 (3), 531-558, 2013	107	2013
Automated essay evaluation with semantic analysis K Zupanc, Z Bosnić Knowledge-Based Systems 120, 118-132, 2017	92	2017
Comparison of approaches for estimating reliability of individual regression predictions Z Bosnić, I Kononenko Data & Knowledge Engineering 67 (3), 504-516, 2008	84	2008
Estimation of individual prediction reliability using the local sensitivity analysis Z Bosnić, I Kononenko Applied intelligence 29 (3), 187-203, 2008	70	2008
An overview of advances in reliability estimation of individual predictions in machine learning Z Bosnić, I Kononenko Intelligent Data Analysis 13 (2), 385-401, 2009	61	2009
Detecting concept drift in data streams using model explanation J Demšar, Z Bosnić Expert Systems with Applications 92, 546-559, 2018	60	2018
Extending applications using an advanced approach to DLL injection and API hooking J Berdajs, Z Bosnić Software: Practice and Experience 40 (7), 567-584, 2010	58	2010
Improving matrix factorization recommendations for examples in cold start U Ocepek, J Rugelj, Z Bosnić Expert Systems with Applications 42 (19), 6784-6794, 2015	54	2015
Ontology-based multi-label classification of economic articles S Vogrinčič, Z Bosnić Computer Science and Information Systems 8 (1), 101-119, 2011	54	2011
Explanation and reliability of prediction models: the case of breast cancer recurrence E Štrumbelj, Z Bosnić, I Kononenko, B Zakotnik, C Grašič Kuhar Knowledge and information systems 24 (2), 305-324, 2010	49	2010
Advances in the field of automated essay evaluation K Zupanc, Z Bosnic Informatica 39 (4), 2016	47	2016
Assessment of machine learning reliability methods for quantifying the applicability domain of QSAR regression models M Toplak, R Močnik, M Polajnar, Z Bosnić, L Carlsson, C Hasselgren, ... Journal of chemical information and modeling 54 (2), 431-441, 2014	47	2014
Empirical evaluation of feature selection methods in classification L Čehovin, Z Bosnić Intelligent data analysis 14 (3), 265-281, 2010	46	2010
Machine learning for predicting cognitive diseases: methods, data sources and risk factors B Bratić, V Kurbalija, M Ivanović, I Oder, Z Bosnić Journal of medical systems 42 (12), 1-15, 2018	30	2018
Evaluation of prediction reliability in regression using the transduction principle Z Bosnic, I Kononenko, M Robnik-ˇSikonja, M Kukar The IEEE Region 8 EUROCON 2003. Computer as a Tool. 2, 99-103, 2003	27	2003
Automatic selection of reliability estimates for individual regression predictions Z Bosnić, I Kononenko The Knowledge Engineering Review 25 (1), 27-47, 2010	22	2010
Mining data from hemodynamic simulations for generating prediction and explanation models Z Bosnić, P Vračar, MD Radović, G Devedžić, ND Filipović, I Kononenko IEEE Transactions on Information Technology in Biomedicine 16 (2), 248-254, 2011	21	2011

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