Zoran Bosnic

According to our database, Zoran Bosnic authored at least 49 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment.

Vladimir Kurbalija, Zoltan Geler, Tijana Vujanic Stankov, Igor Petrusic, Mirjana Ivanovic, Igor Kononenko, Marija Semnic, Marko Dakovic, Robert Semnic, Zoran Bosnic

Int. J. Medical Informatics, October, 2023

Conditional generative positive and unlabeled learning.

Ales Papic, Igor Kononenko, Zoran Bosnic

Expert Syst. Appl., August, 2023

SuperFormer: Continual learning superposition method for text classification.

Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnic

Neural Networks, April, 2023

2021

Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data.

Zoran Bosnic, Brankica Bratic, Mirjana Ivanovic, Marija Semnic, Iztok Oder, Vladimir Kurbalija, Tijana Vujanic Stankov, Vojislava Bugarski Ignjatovic

J. Exp. Theor. Artif. Intell., 2021

A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.

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

Comput. Biol. Medicine, 2021

A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.

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

Comput. Biol. Medicine, 2021

Compressed Superposition of Neural Networks for Deep Learning in Edge Computing.

Marko Zeman, Evgeny Osipov, Zoran Bosnic

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Improvement of Automated Essay Grading by Grouping Similar Graders.

Kaja Zupanc, Zoran Bosnic

Fundam. Informaticae, 2020

Simultaneous incremental matrix factorization for streaming recommender systems.

Martin Jakomin, Zoran Bosnic, Tomaz Curk

Expert Syst. Appl., 2020

2019

Feature selection based on community detection in feature correlation networks.

Milos Savic, Vladimir Kurbalija, Zoran Bosnic, Mirjana Ivanovic

Computing, 2019

AgroDSS: A decision support system for agriculture and farming.

Rok Rupnik, Matjaz Kukar, Petar Vracar, Domen Kosir, Darko Pevec, Zoran Bosnic

Comput. Electron. Agric., 2019

2018

Generating inter-dependent data streams for recommender systems.

Martin Jakomin, Tomaz Curk, Zoran Bosnic

Simul. Model. Pract. Theory, 2018

Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors.

Brankica Bratic, Vladimir Kurbalija, Mirjana Ivanovic, Iztok Oder, Zoran Bosnic

J. Medical Syst., 2018

Detecting concept drift in data streams using model explanation.

Jaka Demsar, Zoran Bosnic

Expert Syst. Appl., 2018

Increasing accuracy of automated essay grading by grouping similar graders.

Kaja Zupanc, Zoran Bosnic

Proceedings of the 8th International Conference on Web Intelligence, Mining and Semantics, 2018

2017

Automated essay evaluation with semantic analysis.

Kaja Zupanc, Zoran Bosnic

Knowl. Based Syst., 2017

A Feature Selection Method Based on Feature Correlation Networks.

Milos Savic, Vladimir Kurbalija, Mirjana Ivanovic, Zoran Bosnic

Proceedings of the Model and Data Engineering - 7th International Conference, 2017

Evaluating Coherence of Essays using Sentence-similarity Networks.

Kaja Zupanc, Milos Savic, Zoran Bosnic, Mirjana Ivanovic

Proceedings of the 18th International Conference on Computer Systems and Technologies, 2017

Reliability Estimation of Individual Multi-target Regression Predictions.

Martin Jakomin, Zoran Bosnic

Proceedings of the Artificial Life and Computational Intelligence, 2017

2015

Advances in the Field of Automated Essay Evaluation.

Kaja Zupanc, Zoran Bosnic

Informatica (Slovenia), 2015

Improving matrix factorization recommendations for examples in cold start.

Uros Ocepek, Joze Rugelj, Zoran Bosnic

Expert Syst. Appl., 2015

A quality evaluation framework for mobile learning applications.

Matevz Baloh, Kaja Zupanc, Domen Kosir, Zoran Bosnic, Snezana Scepanovic

Proceedings of the 4th Mediterranean Conference on Embedded Computing, 2015

2014

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models.

Marko Toplak, Rok Mocnik, Matija Polajnar, Zoran Bosnic, Lars Carlsson, Catrin Hasselgren Arnby, Janez Demsar, Scott Boyer, Blaz Zupan, Jonna C. Stålring

J. Chem. Inf. Model., 2014

Visualization and Concept Drift Detection Using Explanations of Incremental Models.

Janez Demsar, Zoran Bosnic, Igor Kononenko

Informatica (Slovenia), 2014

Enhancing data stream predictions with reliability estimators and explanation.

Zoran Bosnic, Jaka Demsar, Grega Kespret, Pedro Pereira Rodrigues, João Gama, Igor Kononenko

Eng. Appl. Artif. Intell., 2014

Web user profiles with time-decay and prototyping.

Domen Kosir, Igor Kononenko, Zoran Bosnic

Appl. Intell., 2014

Automated Essay Evaluation Augmented with Semantic Coherence Measures.

Kaja Zupanc, Zoran Bosnic

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Automatization of the Stream Mining Process.

Lovro Subelj, Zoran Bosnic, Matjaz Kukar, Marko Bajec

Proceedings of the Advanced Information Systems Engineering, 2014

2013

Explanation and Reliability of Individual Predictions.

Igor Kononenko, Erik Strumbelj, Zoran Bosnic, Darko Pevec, Matjaz Kukar, Marko Robnik-Sikonja

Informatica (Slovenia), 2013

ROC analysis of classifiers in machine learning: A survey.

Matjaz Majnik, Zoran Bosnic

Intell. Data Anal., 2013

Exploring the relation between learning style models and preferred multimedia types.

Uros Ocepek, Zoran Bosnic, Irena Nancovska Serbec, Joze Rugelj

Comput. Educ., 2013

2012

Mining Data From Hemodynamic Simulations for Generating Prediction and Explanation Models.

Zoran Bosnic, Petar Vracar, Milos D. Radovic, Goran Devedzic, Nenad D. Filipovic, Igor Kononenko

IEEE Trans. Inf. Technol. Biomed., 2012

Automatic recognition of gait-related health problems in the elderly using machine learning.

Bogdan Pogorelc, Zoran Bosnic, Matjaz Gams

Multim. Tools Appl., 2012

2011

Ontology-based multi-label classification of economic articles.

Sergeja Vogrincic, Zoran Bosnic

Comput. Sci. Inf. Syst., 2011

Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate.

Zoran Bosnic, Pedro Pereira Rodrigues, Igor Kononenko, João Gama

Proceedings of the Man-Machine Interactions 2, 2011

Reliability Estimates for Regression Predictions: Performance Analysis.

Zoran Bosnic, Igor Kononenko

Proceedings of the Integrations of Data Warehousing, Data Mining and Database Technologies, 2011

2010

Extending applications using an advanced approach to DLL injection and API hooking.

J. Berdajs, Zoran Bosnic

Softw. Pract. Exp., 2010

Automatic selection of reliability estimates for individual regression predictions.

Zoran Bosnic, Igor Kononenko

Knowl. Eng. Rev., 2010

Explanation and reliability of prediction models: the case of breast cancer recurrence.

Erik Strumbelj, Zoran Bosnic, Igor Kononenko, Branko Zakotnik, Cvetka Grasic Kuhar

Knowl. Inf. Syst., 2010

Empirical evaluation of feature selection methods in classification.

Luka Cehovin, Zoran Bosnic

Intell. Data Anal., 2010

Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs.

Zoran Bosnic, Igor Kononenko

Comput. Informatics, 2010

2009

Influence of Domain and Model Properties on the Reliability Estimates' Performance.

Zoran Bosnic, Igor Kononenko

Int. J. Data Warehous. Min., 2009

An overview of advances in reliability estimation of individual predictions in machine learning.

Zoran Bosnic, Igor Kononenko

Intell. Data Anal., 2009

2008

Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models.

Zoran Bosnic

Informatica (Slovenia), 2008

Comparison of approaches for estimating reliability of individual regression predictions.

Zoran Bosnic, Igor Kononenko

Data Knowl. Eng., 2008

Estimation of individual prediction reliability using the local sensitivity analysis.

Zoran Bosnic, Igor Kononenko

Appl. Intell., 2008

Online Reliability Estimates for Individual Predictions in Data Streams.

Pedro Pereira Rodrigues, João Gama, Zoran Bosnic

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Empirical Analysis of Reliability Estimates for Individual Regression Predictions.

Zoran Bosnic, Igor Kononenko

Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2005

Estimation of Prediction Reliability in Regression Based on a Transductive Approach.

Zoran Bosnic, Igor Kononenko

Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005