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Zoran Bosnić
Zoran Bosnić
University of Ljubljana, Faculty of Computer and Information Science
Verified email at fri.uni-lj.si - Homepage
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
2412019
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
1552012
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
1512013
ROC analysis of classifiers in machine learning: A survey
M Majnik, Z Bosnić
Intelligent data analysis 17 (3), 531-558, 2013
1482013
Automated essay evaluation with semantic analysis
K Zupanc, Z Bosnić
Knowledge-Based Systems 120, 118-132, 2017
1202017
Detecting concept drift in data streams using model explanation
J Demšar, Z Bosnić
Expert Systems with Applications 92, 546-559, 2018
952018
Comparison of approaches for estimating reliability of individual regression predictions
Z Bosnić, I Kononenko
Data & Knowledge Engineering 67 (3), 504-516, 2008
902008
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
732010
Estimation of individual prediction reliability using the local sensitivity analysis
Z Bosnić, I Kononenko
Applied intelligence 29, 187-203, 2008
722008
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
692009
Assessment of machine learning reliability methods for quantifying the applicability domain of QSAR regression models
M Toplak, R Mocnik, M Polajnar, Z Bosnic, L Carlsson, C Hasselgren, ...
Journal of chemical information and modeling 54 (2), 431-441, 2014
632014
Advances in the field of automated essay evaluation
K Zupanc, Z Bosnic
Informatica 39 (4), 2016
602016
Improving matrix factorization recommendations for examples in cold start
U Ocepek, J Rugelj, Z Bosnić
Expert Systems with Applications 42 (19), 6784-6794, 2015
602015
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
592018
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
592010
Ontology-based multi-label classification of economic articles
S Vogrinčič, Z Bosnić
Computer Science and Information Systems 8 (1), 101-119, 2011
572011
Empirical evaluation of feature selection methods in classification
L Čehovin, Z Bosnić
Intelligent data analysis 14 (3), 265-281, 2010
572010
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
T Smole, B Žunkovič, M Pičulin, E Kokalj, M Robnik-Šikonja, M Kukar, ...
Computers in biology and medicine 135, 104648, 2021
352021
Extracorporeal hemadsorption versus glucocorticoids during cardiopulmonary bypass: a prospective, randomized, controlled trial
G Taleska Stupica, M Sostaric, M Bozhinovska, L Rupert, Z Bosnic, ...
Cardiovascular Therapeutics 2020, 2020
322020
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
302003
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