Zoran Bosnic

Cited by

	All	Since 2018
Citations	1748	1076
h-index	20	17
i10-index	32	25

280

140

210

200720082009201020112012201320142015201620172018201920202021202220237 19 20 23 36 64 53 94 107 105 117 149 190 204 278 236 16

Public access

View all

11 articles

0 articles

available

not available

Based on funding mandates

Co-authors

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
Marko Robnik-ŠikonjaProfessor od Computer Science and Informatics, University of LjubljanaVerified email at fri.uni-lj.si
Irena Nančovska Šerbecdocentka na UL PEFVerified email at pef.uni-lj.si
Mirjana IvanovicFull Professor, Faculty of Sciences, University of Novi SadVerified email at dmi.uns.ac.rs
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
Nenad FilipovicProfessor, University of KragujevacVerified email at kg.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
iacopo olivottoCardiomyopathy Unit, Careggi University Hospital, FlorenceVerified email at aou-careggi.toscana.it
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
Vasileios C. PezoulasElectrical & Computer Engineer, MSc, PhD, University of IoanninaVerified email at uoi.gr

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	172	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	145	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, 333-354, 2012	136	2012
ROC analysis of classifiers in machine learning: A survey M Majnik, Z Bosnić Intelligent data analysis 17 (3), 531-558, 2013	124	2013
Automated essay evaluation with semantic analysis K Zupanc, Z Bosnić Knowledge-Based Systems 120, 118-132, 2017	104	2017
Comparison of approaches for estimating reliability of individual regression predictions Z Bosnić, I Kononenko Data & Knowledge Engineering 67 (3), 504-516, 2008	86	2008
Estimation of individual prediction reliability using the local sensitivity analysis Z Bosnić, I Kononenko Applied intelligence 29, 187-203, 2008	70	2008
Detecting concept drift in data streams using model explanation J Demšar, Z Bosnić Expert Systems with Applications 92, 546-559, 2018	66	2018
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	62	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	61	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	57	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	54	2014
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, 305-324, 2010	54	2010
Advances in the field of automated essay evaluation K Zupanc, Z Bosnic Informatica 39 (4), 2016	49	2016
Empirical evaluation of feature selection methods in classification L Čehovin, Z Bosnić Intelligent data analysis 14 (3), 265-281, 2010	48	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, 1-15, 2018	36	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
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	25	2011
Automatic selection of reliability estimates for individual regression predictions Z Bosnić, I Kononenko The Knowledge Engineering Review 25 (1), 27-47, 2010	21	2010

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

Follow

Cited by

Co-authors