Estimation of Prediction Reliability in Regression Based on a Transductive Approach. - Zoran Bosnic; Igor Kononenko 001 (IICAI, 2005)

Empirical Analysis of Reliability Estimates for Individual Regression Predictions. - Zoran Bosnic; Igor Kononenko 001 (DaWaK, 2008)

Online Reliability Estimates for Individual Predictions in Data Streams. - Pedro Pereira Rodrigues; João Gama 001; Zoran Bosnic (ICDM Workshops, 2008)

Estimation of individual prediction reliability using the local sensitivity analysis. - Zoran Bosnic; Igor Kononenko 001 (Appl. Intell., 2008)

Comparison of approaches for estimating reliability of individual regression predictions. - Zoran Bosnic; Igor Kononenko 001 (Data Knowl. Eng., 2008)

Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models. - Zoran Bosnic (Informatica (Slovenia), 2008)

An overview of advances in reliability estimation of individual predictions in machine learning. - Zoran Bosnic; Igor Kononenko 001 (Intell. Data Anal., 2009)

Influence of Domain and Model Properties on the Reliability Estimates' Performance. - Zoran Bosnic; Igor Kononenko 001 (Int. J. Data Warehous. Min., 2009)

Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs. - Zoran Bosnic; Igor Kononenko 001 (Comput. Informatics, 2010)

Empirical evaluation of feature selection methods in classification. - Luka Cehovin; Zoran Bosnic (Intell. Data Anal., 2010)

Explanation and reliability of prediction models: the case of breast cancer recurrence. - Erik Strumbelj; Zoran Bosnic; Igor Kononenko 001; Branko Zakotnik; Cvetka Grasic Kuhar (Knowl. Inf. Syst., 2010)

Automatic selection of reliability estimates for individual regression predictions. - Zoran Bosnic; Igor Kononenko 001 (Knowl. Eng. Rev., 2010)

Extending applications using an advanced approach to DLL injection and API hooking. - J. Berdajs; Zoran Bosnic (Softw. Pract. Exp., 2010)

Reliability Estimates for Regression Predictions: Performance Analysis. - Zoran Bosnic; Igor Kononenko 001 (Integrations of Data Warehousing, Data Mining and Database Technologies, 2011)

Correcting Streaming Predictions of an Electricity Load Forecast System Using a Prediction Reliability Estimate. - Zoran Bosnic; Pedro Pereira Rodrigues; Igor Kononenko 001; João Gama 001 (ICMMI, 2011)

Ontology-based multi-label classification of economic articles. - Sergeja Vogrincic; Zoran Bosnic (Comput. Sci. Inf. Syst., 2011)

Automatic recognition of gait-related health problems in the elderly using machine learning. - Bogdan Pogorelc; Zoran Bosnic; Matjaz Gams (Multim. Tools Appl., 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 001 (IEEE Trans. Inf. Technol. Biomed., 2012)

Exploring the relation between learning style models and preferred multimedia types. - Uros Ocepek; Zoran Bosnic; Irena Nancovska Serbec; Joze Rugelj (Comput. Educ., 2013)

ROC analysis of classifiers in machine learning: A survey. - Matjaz Majnik; Zoran Bosnic (Intell. Data Anal., 2013)

Explanation and Reliability of Individual Predictions. - Igor Kononenko 001; Erik Strumbelj; Zoran Bosnic; Darko Pevec; Matjaz Kukar; Marko Robnik-Sikonja (Informatica (Slovenia), 2013)

Automatization of the Stream Mining Process. - Lovro Subelj; Zoran Bosnic; Matjaz Kukar; Marko Bajec (CAiSE, 2014)

Automated Essay Evaluation Augmented with Semantic Coherence Measures. - Kaja Zupanc; Zoran Bosnic (ICDM, 2014)

Web user profiles with time-decay and prototyping. - Domen Kosir; Igor Kononenko 001; Zoran Bosnic (Appl. Intell., 2014)

Enhancing data stream predictions with reliability estimators and explanation. - Zoran Bosnic; Jaka Demsar; Grega Kespret; Pedro Pereira Rodrigues; João Gama 001; Igor Kononenko 001 (Eng. Appl. Artif. Intell., 2014)

Visualization and Concept Drift Detection Using Explanations of Incremental Models. - Janez Demsar; Zoran Bosnic; Igor Kononenko 001 (Informatica (Slovenia), 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)

A quality evaluation framework for mobile learning applications. - Matevz Baloh; Kaja Zupanc; Domen Kosir; Zoran Bosnic; Snezana Scepanovic (MECO, 2015)

Improving matrix factorization recommendations for examples in cold start. - Uros Ocepek; Joze Rugelj; Zoran Bosnic (Expert Syst. Appl., 2015)

Advances in the Field of Automated Essay Evaluation. - Kaja Zupanc; Zoran Bosnic (Informatica (Slovenia), 2015)

Reliability Estimation of Individual Multi-target Regression Predictions. - Martin Jakomin; Zoran Bosnic (ACALCI, 2017)

Evaluating Coherence of Essays using Sentence-similarity Networks. - Kaja Zupanc; Milos Savic 001; Zoran Bosnic; Mirjana Ivanovic (CompSysTech, 2017)

A Feature Selection Method Based on Feature Correlation Networks. - Milos Savic 001; Vladimir Kurbalija; Mirjana Ivanovic; Zoran Bosnic (MEDI, 2017)

Automated essay evaluation with semantic analysis. - Kaja Zupanc; Zoran Bosnic (Knowl. Based Syst., 2017)

Increasing accuracy of automated essay grading by grouping similar graders. - Kaja Zupanc; Zoran Bosnic (WIMS, 2018)

Detecting concept drift in data streams using model explanation. - Jaka Demsar; Zoran Bosnic (Expert Syst. Appl., 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)

Generating inter-dependent data streams for recommender systems. - Martin Jakomin; Tomaz Curk; Zoran Bosnic (Simul. Model. Pract. Theory, 2018)

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)

Feature selection based on community detection in feature correlation networks. - Milos Savic 001; Vladimir Kurbalija; Zoran Bosnic; Mirjana Ivanovic (Computing, 2019)

Simultaneous incremental matrix factorization for streaming recommender systems. - Martin Jakomin; Zoran Bosnic; Tomaz Curk (Expert Syst. Appl., 2020)

Improvement of Automated Essay Grading by Grouping Similar Graders. - Kaja Zupanc; Zoran Bosnic (Fundam. Informaticae, 2020)

Compressed Superposition of Neural Networks for Deep Learning in Edge Computing. - Marko Zeman; Evgeny Osipov; Zoran Bosnic (IJCNN, 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; et al. (Comput. Biol. Medicine, 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; et al. (Comput. Biol. Medicine, 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)

SuperFormer: Continual learning superposition method for text classification. - Marko Zeman; Jana Faganeli Pucer; Igor Kononenko 001; Zoran Bosnic (Neural Networks, 2023)

Conditional generative positive and unlabeled learning. - Ales Papic; Igor Kononenko 001; Zoran Bosnic (Expert Syst. Appl., 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 001; Marija Semnic; Marko Dakovic; Robert Semnic; Zoran Bosnic (Int. J. Medical Informatics, 2023)

A Covert α-Stable Noise-Based Extended Random Communication by Incorporating Multiple Inverse Systems. - Areeb Ahmed; Zoran Bosnic (IEEE Access, 2025)