Zoran Bosnic
Zoran Bosnic
University of Ljubljana, Faculty of Computer and Information Science
Verified email at fri.uni-lj.si - Homepage
TitleCited byYear
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
982013
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
962012
Comparison of approaches for estimating reliability of individual regression predictions
Z Bosnić, I Kononenko
Data & Knowledge Engineering 67 (3), 504-516, 2008
732008
Estimation of individual prediction reliability using the local sensitivity analysis
Z Bosnić, I Kononenko
Applied intelligence 29 (3), 187-203, 2008
632008
ROC analysis of classifiers in machine learning: A survey
M Majnik, Z Bosnić
Intelligent data analysis 17 (3), 531-558, 2013
622013
Ontology-based multi-label classification of economic articles
S Vogrinčič, Z Bosnić
Computer Science and Information Systems 8 (1), 101-119, 2011
462011
Automated essay evaluation with semantic analysis
K Zupanc, Z Bosnić
Knowledge-Based Systems 120, 118-132, 2017
402017
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
392010
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
392009
Improving matrix factorization recommendations for examples in cold start
U Ocepek, J Rugelj, Z Bosnić
Expert Systems with Applications 42 (19), 6784-6794, 2015
342015
Empirical evaluation of feature selection methods in classification
L Čehovin, Z Bosnić
Intelligent data analysis 14 (3), 265-281, 2010
332010
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
322010
Assessment of machine learning reliability methods for quantifying the applicability domain of QSAR regression models
M Toplak, R Mocnik, M Polajnar, Z Bosnić, L Carlsson, C Hasselgren, ...
Journal of chemical information and modeling 54 (2), 431-441, 2014
302014
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
282019
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
272003
Advances in the field of automated essay evaluation
K Zupanc, Z Bosnic
Informatica 39 (4), 2016
212016
Automatic selection of reliability estimates for individual regression predictions
Z Bosnić, I Kononenko
The Knowledge Engineering Review 25 (1), 27-47, 2010
212010
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
202011
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
182008
Detecting concept drift in data streams using model explanation
J Demšar, Z Bosnić
Expert Systems with Applications 92, 546-559, 2018
152018
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