Zoran Bosnic

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 19

Top Topics

Top Venues

Expert Syst. Appl.

Informatica (Slovenia)

Comput. Biol. Medicine

Publications

Vladimir Kurbalija, Zoltan Geler, Tijana Vujanic Stankov, Igor Petrusic, Mirjana Ivanovic, Igor Kononenko, Marija Semnic, Marko Dakovic, Robert Semnic, Zoran Bosnic
Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment. Int. J. Medical Informatics 178 (2023)
Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnic
SuperFormer: Continual learning superposition method for text classification. Neural Networks 161 (2023)
Ales Papic, Igor Kononenko, Zoran Bosnic
Conditional generative positive and unlabeled learning. Expert Syst. Appl. 224 (2023)
Marko Zeman, Evgeny Osipov, Zoran Bosnic
Compressed Superposition of Neural Networks for Deep Learning in Edge Computing. IJCNN (2021)
Zoran Bosnic, Brankica Bratic, Mirjana Ivanovic, Marija Semnic, Iztok Oder, Vladimir Kurbalija, Tijana Vujanic Stankov, Vojislava Bugarski Ignjatovic
Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data. J. Exp. Theor. Artif. Intell. 33 (6) (2021)
Vasileios C. Pezoulas, Grigoris I. Grigoriadis, George Gkois, Nikolaos S. Tachos, Tim Smole, Zoran Bosnic, Matej Piculin, Iacopo Olivotto, Fausto Barlocco, Marko Robnik-Sikonja, Djordje G. Jakovljevic, Andreas Goules, Athanasios G. Tzioufas, Dimitrios I. Fotiadis
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains. Comput. Biol. Medicine 134 (2021)
Tim Smole, Bojan Zunkovic, Matej Piculin, Enja Kokalj, Marko Robnik-Sikonja, Matjaz Kukar, Dimitrios I. Fotiadis, Vasileios C. Pezoulas, Nikolaos S. Tachos, Fausto Barlocco, Francesco Mazzarotto, Dejana Popovic, Lars Maier, Lazar Velicki, Guy A. MacGowan, Iacopo Olivotto, Nenad Filipovic, Djordje G. Jakovljevic, Zoran Bosnic
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy. Comput. Biol. Medicine 135 (2021)
Kaja Zupanc, Zoran Bosnic
Improvement of Automated Essay Grading by Grouping Similar Graders. Fundam. Informaticae 172 (3) (2020)
Martin Jakomin, Zoran Bosnic, Tomaz Curk
Simultaneous incremental matrix factorization for streaming recommender systems. Expert Syst. Appl. 160 (2020)
Rok Rupnik, Matjaz Kukar, Petar Vracar, Domen Kosir, Darko Pevec, Zoran Bosnic
AgroDSS: A decision support system for agriculture and farming. Comput. Electron. Agric. 161 (2019)
Milos Savic, Vladimir Kurbalija, Zoran Bosnic, Mirjana Ivanovic
Feature selection based on community detection in feature correlation networks. Computing 101 (10) (2019)
Jaka Demsar, Zoran Bosnic
Detecting concept drift in data streams using model explanation. Expert Syst. Appl. 92 (2018)
Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Iztok Oder, Zoran Bosnic
Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors. J. Medical Syst. 42 (12) (2018)
Kaja Zupanc, Zoran Bosnic
Increasing accuracy of automated essay grading by grouping similar graders. WIMS (2018)
Martin Jakomin, Tomaz Curk, Zoran Bosnic
Generating inter-dependent data streams for recommender systems. Simul. Model. Pract. Theory 88 (2018)
Martin Jakomin, Zoran Bosnic
Reliability Estimation of Individual Multi-target Regression Predictions. ACALCI (2017)
Kaja Zupanc, Milos Savic, Zoran Bosnic, Mirjana Ivanovic
Evaluating Coherence of Essays using Sentence-similarity Networks. CompSysTech (2017)
Milos Savic, Vladimir Kurbalija, Mirjana Ivanovic, Zoran Bosnic
A Feature Selection Method Based on Feature Correlation Networks. MEDI (2017)
Kaja Zupanc, Zoran Bosnic
Automated essay evaluation with semantic analysis. Knowl. Based Syst. 120 (2017)
Uros Ocepek, Joze Rugelj, Zoran Bosnic
Improving matrix factorization recommendations for examples in cold start. Expert Syst. Appl. 42 (19) (2015)
Matevz Baloh, Kaja Zupanc, Domen Kosir, Zoran Bosnic, Snezana Scepanovic
A quality evaluation framework for mobile learning applications. MECO (2015)
Kaja Zupanc, Zoran Bosnic
Advances in the Field of Automated Essay Evaluation. Informatica (Slovenia) 39 (4) (2015)
Zoran Bosnic, Jaka Demsar, Grega Kespret, Pedro Pereira Rodrigues, João Gama, Igor Kononenko
Enhancing data stream predictions with reliability estimators and explanation. Eng. Appl. Artif. Intell. 34 (2014)
Janez Demsar, Zoran Bosnic, Igor Kononenko
Visualization and Concept Drift Detection Using Explanations of Incremental Models. Informatica (Slovenia) 38 (4) (2014)
Lovro Subelj, Zoran Bosnic, Matjaz Kukar, Marko Bajec
Automatization of the Stream Mining Process. CAiSE (2014)
Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring
Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models. J. Chem. Inf. Model. 54 (2) (2014)
Kaja Zupanc, Zoran Bosnic
Automated Essay Evaluation Augmented with Semantic Coherence Measures. ICDM (2014)
Domen Kosir, Igor Kononenko, Zoran Bosnic
Web user profiles with time-decay and prototyping. Appl. Intell. 41 (4) (2014)
Matjaz Majnik, Zoran Bosnic
ROC analysis of classifiers in machine learning: A survey. Intell. Data Anal. 17 (3) (2013)
Igor Kononenko, Erik Strumbelj, Zoran Bosnic, Darko Pevec, Matjaz Kukar, Marko Robnik-Sikonja
Explanation and Reliability of Individual Predictions. Informatica (Slovenia) 37 (1) (2013)
Uros Ocepek, Zoran Bosnic, Irena Nancovska Serbec, Joze Rugelj
Exploring the relation between learning style models and preferred multimedia types. Comput. Educ. 69 (2013)
Zoran Bosnic, Petar Vracar, Milos D. Radovic, Goran Devedzic, Nenad D. Filipovic, Igor Kononenko
Mining Data From Hemodynamic Simulations for Generating Prediction and Explanation Models. IEEE Trans. Inf. Technol. Biomed. 16 (2) (2012)
Bogdan Pogorelc, Zoran Bosnic, Matjaz Gams
Automatic recognition of gait-related health problems in the elderly using machine learning. Multim. Tools Appl. 58 (2) (2012)
Zoran Bosnic, Pedro Pereira Rodrigues, Igor Kononenko, João Gama
Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate. ICMMI (2011)
Sergeja Vogrincic, Zoran Bosnic
Ontology-based multi-label classification of economic articles. Comput. Sci. Inf. Syst. 8 (1) (2011)
Zoran Bosnic, Igor Kononenko
Automatic selection of reliability estimates for individual regression predictions. Knowl. Eng. Rev. 25 (1) (2010)
Zoran Bosnic, Igor Kononenko
Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs. Comput. Informatics 29 (6) (2010)
J. Berdajs, Zoran Bosnic
Extending applications using an advanced approach to DLL injection and API hooking. Softw. Pract. Exp. 40 (7) (2010)
Luka Cehovin, Zoran Bosnic
Empirical evaluation of feature selection methods in classification. Intell. Data Anal. 14 (3) (2010)
Erik Strumbelj, Zoran Bosnic, Igor Kononenko, Branko Zakotnik, Cvetka Grasic Kuhar
Explanation and reliability of prediction models: the case of breast cancer recurrence. Knowl. Inf. Syst. 24 (2) (2010)
Zoran Bosnic, Igor Kononenko
Influence of Domain and Model Properties on the Reliability Estimates' Performance. Int. J. Data Warehous. Min. 5 (4) (2009)
Zoran Bosnic, Igor Kononenko
An overview of advances in reliability estimation of individual predictions in machine learning. Intell. Data Anal. 13 (2) (2009)
Zoran Bosnic, Igor Kononenko
Empirical Analysis of Reliability Estimates for Individual Regression Predictions. DaWaK (2008)
Pedro Pereira Rodrigues, João Gama, Zoran Bosnic
Online Reliability Estimates for Individual Predictions in Data Streams. ICDM Workshops (2008)
Zoran Bosnic, Igor Kononenko
Estimation of individual prediction reliability using the local sensitivity analysis. Appl. Intell. 29 (3) (2008)
Zoran Bosnic
Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models. Informatica (Slovenia) 32 (1) (2008)
Zoran Bosnic, Igor Kononenko
Comparison of approaches for estimating reliability of individual regression predictions. Data Knowl. Eng. 67 (3) (2008)
Zoran Bosnic, Igor Kononenko
Estimation of Prediction Reliability in Regression Based on a Transductive Approach. IICAI (2005)