Zoran Bosnic

57 papers A* 1A 1B 2C 5Misc 1Journal 39Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Covert α-Stable Noise-Based Extended Random Communication by Incorporating Multiple Inverse Systems.
IEEE Access
Areeb Ahmed, Zoran Bosnic
2025 C conf
A Multidimensional Framework for Data Quality Assessment in Heart Failure: Integrating IEEE 2801-2022 and Fairness Metrics.
BIBE
Marina Georgoula, Grigorios G. Kotoulas, Konstantina-Helen Tsarapatsani, Dimitrios G. Boucharas, Ioannis Kyprakis, Dimitrios Manousos, Andrej Preveden, Lazar U. Velicki, Amy Groenewegen, Frans Rutten, Borut Flis, Matej Piculin, Peter Vracar, Zoran Bosnic, Maria Tafelmeier, Lars S. Maier, Fausto Barlocco, Iacopo Olivotto, Marta Jimenez-Blanco, Jose Luis Zamorano, Duncan Edwards, Prithwish Banerjee, Nduka C. Okwose, Sarah Charman, Djordje G. Jakovljevic, Manolis Tsiknakis, Dimitrios I. Fotiadis
2025 C conf
Atrous Spatial Pyramid Pooling Based Lightweight Transunet for Cardiac Image Segmentation.
BIBE
Muniba Ashfaq, Zoran Bosnic
2025 C conf
Evolutionary Features Selection and Task Level Fusion for Voice Based Heart Failure Prediction.
BIBE
Muniba Ashfaq, Zoran Bosnic
2025 Misc conf
Machine Learning-Assisted Secure Random Communication System by Deploying Knn-Based Receiver.
SoftCOM
Areeb Ahmed, Zoran Bosnic
2025 J jnl
Machine Learning-Assisted Secure Random Communication System.
Entropy
Areeb Ahmed, Zoran Bosnic
2025 C conf
Meta-Imputation Balanced (MIB): An Ensemble Approach for Handling Missing Data in Biomedical Machine Learning.
BIBE
Fatemeh Azad, Zoran Bosnic, Matjaz Kukar
2025 J jnl
Meta-Imputation Balanced (MIB): An Ensemble Approach for Handling Missing Data in Biomedical Machine Learning.
CoRR
Fatemeh Azad, Zoran Bosnic, Matjaz Kukar
2023 J jnl
Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment.
Int. J. Medical Informatics
Vladimir Kurbalija, Zoltan Geler, Tijana Vujanic Stankov, Igor Petrusic, Mirjana Ivanovic, Igor Kononenko, Marija Semnic, Marko Dakovic, Robert Semnic, Zoran Bosnic
2023 J jnl
Conditional generative positive and unlabeled learning.
Expert Syst. Appl.
Ales Papic, Igor Kononenko, Zoran Bosnic
2023 J jnl
SuperFormer: Continual learning superposition method for text classification.
Neural Networks
Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnic
2021 J jnl
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
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
2021 J jnl
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Comput. Biol. Medicine
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 U. Velicki, Guy A. MacGowan, Iacopo Olivotto, Nenad Filipovic, Djordje G. Jakovljevic, Zoran Bosnic
2021 B conf
Compressed Superposition of Neural Networks for Deep Learning in Edge Computing.
IJCNN
Marko Zeman, Evgeny Osipov, Zoran Bosnic
2021 J jnl
Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data.
J. Exp. Theor. Artif. Intell.
Zoran Bosnic, Brankica Bratic, Mirjana Ivanovic, Marija Semnic, Iztok Oder, Vladimir Kurbalija, Tijana Vujanic Stankov, Vojislava Bugarski Ignjatovic
2020 J jnl
Improvement of Automated Essay Grading by Grouping Similar Graders.
Fundam. Informaticae
Kaja Zupanc, Zoran Bosnic
2020 J jnl
Simultaneous incremental matrix factorization for streaming recommender systems.
Expert Syst. Appl.
Martin Jakomin, Zoran Bosnic, Tomaz Curk
2019 J jnl
AgroDSS: A decision support system for agriculture and farming.
Comput. Electron. Agric.
Rok Rupnik, Matjaz Kukar, Petar Vracar, Domen Kosir, Darko Pevec, Zoran Bosnic
2019 J jnl
Feature selection based on community detection in feature correlation networks.
Computing
Milos Savic, Vladimir Kurbalija, Zoran Bosnic, Mirjana Ivanovic
2018 J jnl
Detecting concept drift in data streams using model explanation.
Expert Syst. Appl.
Jaka Demsar, Zoran Bosnic
2018 J jnl
Generating inter-dependent data streams for recommender systems.
Simul. Model. Pract. Theory
Martin Jakomin, Tomaz Curk, Zoran Bosnic
2018 — conf
Increasing accuracy of automated essay grading by grouping similar graders.
WIMS
Kaja Zupanc, Zoran Bosnic
2018 J jnl
Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors.
J. Medical Syst.
Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Iztok Oder, Zoran Bosnic
2017 C conf
A Feature Selection Method Based on Feature Correlation Networks.
MEDI
Milos Savic, Vladimir Kurbalija, Mirjana Ivanovic, Zoran Bosnic
2017 J jnl
Automated essay evaluation with semantic analysis.
Knowl. Based Syst.
Kaja Zupanc, Zoran Bosnic
2017 — conf
Evaluating Coherence of Essays using Sentence-similarity Networks.
CompSysTech
Kaja Zupanc, Milos Savic, Zoran Bosnic, Mirjana Ivanovic
2017 — conf
Reliability Estimation of Individual Multi-target Regression Predictions.
ACALCI
Martin Jakomin, Zoran Bosnic
2015 — conf
A quality evaluation framework for mobile learning applications.
MECO
Matevz Baloh, Kaja Zupanc, Domen Kosir, Zoran Bosnic, Snezana Scepanovic
2015 J jnl
Advances in the Field of Automated Essay Evaluation.
Informatica (Slovenia)
Kaja Zupanc, Zoran Bosnic
2015 J jnl
Improving matrix factorization recommendations for examples in cold start.
Expert Syst. Appl.
Uros Ocepek, Joze Rugelj, Zoran Bosnic
2014 J jnl
Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models.
J. Chem. Inf. Model.
Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring
2014 A* conf
Automated Essay Evaluation Augmented with Semantic Coherence Measures.
ICDM
Kaja Zupanc, Zoran Bosnic
2014 A conf
Automatization of the Stream Mining Process.
CAiSE
Lovro Subelj, Zoran Bosnic, Matjaz Kukar, Marko Bajec
2014 J jnl
Enhancing data stream predictions with reliability estimators and explanation.
Eng. Appl. Artif. Intell.
Zoran Bosnic, Jaka Demsar, Grega Kespret, Pedro Pereira Rodrigues, João Gama, Igor Kononenko
2014 J jnl
Visualization and Concept Drift Detection Using Explanations of Incremental Models.
Informatica (Slovenia)
Janez Demsar, Zoran Bosnic, Igor Kononenko
2014 J jnl
Web user profiles with time-decay and prototyping.
Appl. Intell.
Domen Kosir, Igor Kononenko, Zoran Bosnic
2013 J jnl
Explanation and Reliability of Individual Predictions.
Informatica (Slovenia)
Igor Kononenko, Erik Strumbelj, Zoran Bosnic, Darko Pevec, Matjaz Kukar, Marko Robnik-Sikonja
2013 J jnl
Exploring the relation between learning style models and preferred multimedia types.
Comput. Educ.
Uros Ocepek, Zoran Bosnic, Irena Nancovska Serbec, Joze Rugelj
2013 J jnl
ROC analysis of classifiers in machine learning: A survey.
Intell. Data Anal.
Matjaz Majnik, Zoran Bosnic
2012 J jnl
Automatic recognition of gait-related health problems in the elderly using machine learning.
Multim. Tools Appl.
Bogdan Pogorelc, Zoran Bosnic, Matjaz Gams
2012 J jnl
Mining Data From Hemodynamic Simulations for Generating Prediction and Explanation Models.
IEEE Trans. Inf. Technol. Biomed.
Zoran Bosnic, Petar Vracar, Milos D. Radovic, Goran Devedzic, Nenad D. Filipovic, Igor Kononenko
2011 — conf
Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate.
ICMMI
Zoran Bosnic, Pedro Pereira Rodrigues, Igor Kononenko, João Gama
2011 J jnl
Ontology-based multi-label classification of economic articles.
Comput. Sci. Inf. Syst.
Sergeja Vogrincic, Zoran Bosnic
2011 — ch.
Reliability Estimates for Regression Predictions: Performance Analysis.
Integrations of Data Warehousing, Data Mining and Database Technologies
Zoran Bosnic, Igor Kononenko
2010 J jnl
Automatic selection of reliability estimates for individual regression predictions.
Knowl. Eng. Rev.
Zoran Bosnic, Igor Kononenko
2010 J jnl
Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs.
Comput. Informatics
Zoran Bosnic, Igor Kononenko
2010 J jnl
Empirical evaluation of feature selection methods in classification.
Intell. Data Anal.
Luka Cehovin, Zoran Bosnic
2010 J jnl
Explanation and reliability of prediction models: the case of breast cancer recurrence.
Knowl. Inf. Syst.
Erik Strumbelj, Zoran Bosnic, Igor Kononenko, Branko Zakotnik, Cvetka Grasic Kuhar
2010 J jnl
Extending applications using an advanced approach to DLL injection and API hooking.
Softw. Pract. Exp.
J. Berdajs, Zoran Bosnic
2009 J jnl
An overview of advances in reliability estimation of individual predictions in machine learning.
Intell. Data Anal.
Zoran Bosnic, Igor Kononenko
2009 J jnl
Influence of Domain and Model Properties on the Reliability Estimates' Performance.
Int. J. Data Warehous. Min.
Zoran Bosnic, Igor Kononenko
2008 J jnl
Comparison of approaches for estimating reliability of individual regression predictions.
Data Knowl. Eng.
Zoran Bosnic, Igor Kononenko
2008 B conf
Empirical Analysis of Reliability Estimates for Individual Regression Predictions.
DaWaK
Zoran Bosnic, Igor Kononenko
2008 J jnl
Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models.
Informatica (Slovenia)
Zoran Bosnic
2008 J jnl
Estimation of individual prediction reliability using the local sensitivity analysis.
Appl. Intell.
Zoran Bosnic, Igor Kononenko
2008 — conf
Online Reliability Estimates for Individual Predictions in Data Streams.
ICDM Workshops
Pedro Pereira Rodrigues, João Gama, Zoran Bosnic
2005 — conf
Estimation of Prediction Reliability in Regression Based on a Transductive Approach.
IICAI
Zoran Bosnic, Igor Kononenko