Zoran Bosnic

Cited by

	All	Since 2016
Citations	1210	770
h-index	19	15
i10-index	26	19

220

110

165

2007200820092010201120122013201420152016201720182019202020217 25 21 19 36 65 54 96 95 113 114 148 182 203 7

Co-authors

Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si
Kaja ZupancUniversity of Ljubljana, SloveniaVerified 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
Joze RugeljProf., University of LjubljanaVerified email at pef.uni-lj.si
Uroš OcepekVerified email at stps-trbovlje.si
Erik StrumbeljUniversity of LjubljanaVerified email at fri.uni-lj.si
Irena Nančovska Šerbecdocentka na UL PEFVerified email at pef.uni-lj.si
Joao GamaProfessor, Faculty of Economics, University of PortoVerified email at fep.up.pt
Pedro Pereira RodriguesCINTESIS & Faculty of Medicine of the University of PortoVerified email at med.up.pt
Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
Vladimir KurbalijaAssociate professor, University of Novi Sad, SerbiaVerified email at dmi.uns.ac.rs
Bogdan PogorelcGlobantVerified email at ijs.si
Matjaz GamsJozef Stefan InstituteVerified email at ijs.si
Marko Robnik-ŠikonjaProfessor od Computer Science and Informatics, University of LjubljanaVerified email at fri.uni-lj.si
Matjaž MajnikTeaching assistant, University of LjubljanaVerified email at fri.uni-lj.si
Nenad FilipovicProfessor, University of KragujevacVerified email at kg.ac.rs
Milos RadovicMachine learning engineer at EverseenVerified email at kg.ac.rs
Martin JakominUniversity of LjubljanaVerified email at fri.uni-lj.si
Blaz ZupanUniversity of LjubljanaVerified email at fri.uni-lj.si

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
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	114	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	106	2012
ROC analysis of classifiers in machine learning: A survey M Majnik, Z Bosnić Intelligent data analysis 17 (3), 531-558, 2013	79	2013
Comparison of approaches for estimating reliability of individual regression predictions Z Bosnić, I Kononenko Data & Knowledge Engineering 67 (3), 504-516, 2008	77	2008
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	69	2019
Estimation of individual prediction reliability using the local sensitivity analysis Z Bosnić, I Kononenko Applied intelligence 29 (3), 187-203, 2008	65	2008
Automated essay evaluation with semantic analysis K Zupanc, Z Bosnić Knowledge-Based Systems 120, 118-132, 2017	61	2017
Ontology-based multi-label classification of economic articles S Vogrinčič, Z Bosnić Computer Science and Information Systems 8 (1), 101-119, 2011	51	2011
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	47	2009
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	45	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	43	2015
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	40	2014
Empirical evaluation of feature selection methods in classification L Čehovin, Z Bosnić Intelligent data analysis 14 (3), 265-281, 2010	38	2010
Detecting concept drift in data streams using model explanation J Demšar, Z Bosnić Expert Systems with Applications 92, 546-559, 2018	33	2018
Advances in the field of automated essay evaluation K Zupanc, Z Bosnic Informatica 39 (4), 2016	30	2016
Explanation and reliability of prediction models: the case of breast cancer recurrence E Štrumbelj, Z Bosnić, I Kononenko, B Zakotnik, CG Kuhar Knowledge and information systems 24 (2), 305-324, 2010	30	2010
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
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
Automatic selection of reliability estimates for individual regression predictions using meta-learning and internal cross-validation Z Bosnic, I Kononenko Knowl Eng Rev 25 (1), 27-47, 2008	21	2008
Online reliability estimates for individual predictions in data streams PP Rodrigues, J Gama, Z Bosnic 2008 IEEE International Conference on Data Mining Workshops, 36-45, 2008	19	2008

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors