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Zoran Bosnic
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2020 – today
- 2023
- [j36]Ales Papic
, Igor Kononenko, Zoran Bosnic
:
Conditional generative positive and unlabeled learning. Expert Syst. Appl. 224: 120046 (2023) - [j35]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: 105195 (2023) - [j34]Marko Zeman, Jana Faganeli Pucer, Igor Kononenko, Zoran Bosnic:
SuperFormer: Continual learning superposition method for text classification. Neural Networks 161: 418-436 (2023) - 2021
- [j33]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: 104520 (2021) - [j32]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
:
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy. Comput. Biol. Medicine 135: 104648 (2021) - [j31]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): 1015-1032 (2021) - [c12]Marko Zeman, Evgeny Osipov, Zoran Bosnic:
Compressed Superposition of Neural Networks for Deep Learning in Edge Computing. IJCNN 2021: 1-8 - 2020
- [j30]Martin Jakomin, Zoran Bosnic, Tomaz Curk:
Simultaneous incremental matrix factorization for streaming recommender systems. Expert Syst. Appl. 160: 113685 (2020) - [j29]Kaja Zupanc, Zoran Bosnic:
Improvement of Automated Essay Grading by Grouping Similar Graders. Fundam. Informaticae 172(3): 239-259 (2020)
2010 – 2019
- 2019
- [j28]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: 260-271 (2019) - [j27]Milos Savic, Vladimir Kurbalija
, Zoran Bosnic, Mirjana Ivanovic
:
Feature selection based on community detection in feature correlation networks. Computing 101(10): 1513-1538 (2019) - 2018
- [j26]Jaka Demsar, Zoran Bosnic:
Detecting concept drift in data streams using model explanation. Expert Syst. Appl. 92: 546-559 (2018) - [j25]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): 243:1-243:15 (2018) - [j24]Martin Jakomin, Tomaz Curk
, Zoran Bosnic:
Generating inter-dependent data streams for recommender systems. Simul. Model. Pract. Theory 88: 1-16 (2018) - [c11]Kaja Zupanc, Zoran Bosnic:
Increasing accuracy of automated essay grading by grouping similar graders. WIMS 2018: 35:1-35:6 - 2017
- [j23]Kaja Zupanc, Zoran Bosnic:
Automated essay evaluation with semantic analysis. Knowl. Based Syst. 120: 118-132 (2017) - [c10]Martin Jakomin, Zoran Bosnic:
Reliability Estimation of Individual Multi-target Regression Predictions. ACALCI 2017: 50-60 - [c9]Kaja Zupanc, Milos Savic, Zoran Bosnic, Mirjana Ivanovic
:
Evaluating Coherence of Essays using Sentence-similarity Networks. CompSysTech 2017: 65-72 - [c8]Milos Savic, Vladimir Kurbalija
, Mirjana Ivanovic
, Zoran Bosnic:
A Feature Selection Method Based on Feature Correlation Networks. MEDI 2017: 248-261 - 2015
- [j22]Uros Ocepek, Joze Rugelj
, Zoran Bosnic:
Improving matrix factorization recommendations for examples in cold start. Expert Syst. Appl. 42(19): 6784-6794 (2015) - [j21]Kaja Zupanc, Zoran Bosnic:
Advances in the Field of Automated Essay Evaluation. Informatica (Slovenia) 39(4) (2015) - [c7]Matevz Baloh, Kaja Zupanc, Domen Kosir, Zoran Bosnic, Snezana Scepanovic:
A quality evaluation framework for mobile learning applications. MECO 2015: 280-283 - 2014
- [j20]Domen Kosir, Igor Kononenko, Zoran Bosnic:
Web user profiles with time-decay and prototyping. Appl. Intell. 41(4): 1081-1096 (2014) - [j19]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: 178-192 (2014) - [j18]Janez Demsar, Zoran Bosnic, Igor Kononenko:
Visualization and Concept Drift Detection Using Explanations of Incremental Models. Informatica (Slovenia) 38(4) (2014) - [j17]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): 431-441 (2014) - [c6]Lovro Subelj, Zoran Bosnic, Matjaz Kukar, Marko Bajec:
Automatization of the Stream Mining Process. CAiSE 2014: 409-423 - [c5]Kaja Zupanc, Zoran Bosnic:
Automated Essay Evaluation Augmented with Semantic Coherence Measures. ICDM 2014: 1133-1138 - 2013
- [j16]Uros Ocepek, Zoran Bosnic, Irena Nancovska Serbec
, Joze Rugelj
:
Exploring the relation between learning style models and preferred multimedia types. Comput. Educ. 69: 343-355 (2013) - [j15]Matjaz Majnik, Zoran Bosnic:
ROC analysis of classifiers in machine learning: A survey. Intell. Data Anal. 17(3): 531-558 (2013) - [j14]Igor Kononenko, Erik Strumbelj, Zoran Bosnic, Darko Pevec, Matjaz Kukar, Marko Robnik-Sikonja:
Explanation and Reliability of Individual Predictions. Informatica (Slovenia) 37(1): 41-48 (2013) - 2012
- [j13]Bogdan Pogorelc, Zoran Bosnic, Matjaz Gams:
Automatic recognition of gait-related health problems in the elderly using machine learning. Multim. Tools Appl. 58(2): 333-354 (2012) - [j12]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): 248-254 (2012) - 2011
- [j11]Sergeja Vogrincic, Zoran Bosnic:
Ontology-based multi-label classification of economic articles. Comput. Sci. Inf. Syst. 8(1): 101-119 (2011) - [c4]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: 343-350 - [p1]Zoran Bosnic, Igor Kononenko:
Reliability Estimates for Regression Predictions: Performance Analysis. Integrations of Data Warehousing, Data Mining and Database Technologies 2011: 320-338 - 2010
- [j10]Zoran Bosnic, Igor Kononenko:
Correction of Regression Predictions Using the Secondary Learner on the Sensitivity Analysis Outputs. Comput. Informatics 29(6): 929-946 (2010) - [j9]Luka Cehovin
, Zoran Bosnic:
Empirical evaluation of feature selection methods in classification. Intell. Data Anal. 14(3): 265-281 (2010) - [j8]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): 305-324 (2010) - [j7]Zoran Bosnic, Igor Kononenko:
Automatic selection of reliability estimates for individual regression predictions. Knowl. Eng. Rev. 25(1): 27-47 (2010) - [j6]J. Berdajs, Zoran Bosnic:
Extending applications using an advanced approach to DLL injection and API hooking. Softw. Pract. Exp. 40(7): 567-584 (2010)
2000 – 2009
- 2009
- [j5]Zoran Bosnic, Igor Kononenko:
An overview of advances in reliability estimation of individual predictions in machine learning. Intell. Data Anal. 13(2): 385-401 (2009) - [j4]Zoran Bosnic, Igor Kononenko:
Influence of Domain and Model Properties on the Reliability Estimates' Performance. Int. J. Data Warehous. Min. 5(4): 58-76 (2009) - 2008
- [j3]Zoran Bosnic, Igor Kononenko:
Estimation of individual prediction reliability using the local sensitivity analysis. Appl. Intell. 29(3): 187-203 (2008) - [j2]Zoran Bosnic, Igor Kononenko:
Comparison of approaches for estimating reliability of individual regression predictions. Data Knowl. Eng. 67(3): 504-516 (2008) - [j1]Zoran Bosnic:
Estimation of Individual Prediction Reliability Using Sensitivity Analysis of Regression Models. Informatica (Slovenia) 32(1): 97-98 (2008) - [c3]Zoran Bosnic, Igor Kononenko:
Empirical Analysis of Reliability Estimates for Individual Regression Predictions. DaWaK 2008: 379-388 - [c2]Pedro Pereira Rodrigues
, João Gama
, Zoran Bosnic:
Online Reliability Estimates for Individual Predictions in Data Streams. ICDM Workshops 2008: 36-45 - 2005
- [c1]Zoran Bosnic, Igor Kononenko:
Estimation of Prediction Reliability in Regression Based on a Transductive Approach. IICAI 2005: 3502-3516
Coauthor Index
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