Matjaz Kukar
Orcid: 0000-0002-1242-7947
According to our database1,
Matjaz Kukar
authored at least 39 papers
between 1996 and 2023.
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Bibliography
2023
Differentiating Viral and Bacterial Infections: A Machine Learning Model Based on Routine Blood Test Values.
CoRR, 2023
2021
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Comput. Biol. Medicine, 2021
2020
2019
Int. J. Geogr. Inf. Sci., 2019
Comput. Electron. Agric., 2019
2018
A topological approach to delineation and arrhythmic beats detection in unprocessed long-term ECG signals.
Comput. Methods Programs Biomed., 2018
2015
Eng. Appl. Artif. Intell., 2015
Proceedings of the XXV International Conference on Information, 2015
2014
Proceedings of the Advanced Information Systems Engineering, 2014
2013
Expert Syst. Appl., 2013
2012
Proceedings of the Balkan Conference in Informatics, 2012, 2012
2011
Image processing and machine learning for fully automated probabilistic evaluation of medical images.
Comput. Methods Programs Biomed., 2011
Modern parameterization and explanation techniques in diagnostic decision support system: A case study in diagnostics of coronary artery disease.
Artif. Intell. Medicine, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
2010
Informatica (Slovenia), 2010
Proceedings of the ICDM 2010, 2010
2009
Supporting Diagnostics of Coronary Artery Disease with Multi-resolution Image Parameterization and Data Mining.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2009
Improving Probabilistic Interpretation of Medical Diagnoses with Multi-resolution Image Parameterization: A Case Study.
Proceedings of the Artificial Intelligence in Medicine, 2009
2007
Integrating Data Mining and Decision Support through Data Mining Based Decision Support System.
J. Comput. Inf. Syst., 2007
Proceedings of the Advances in Intelligent Data Analysis VII, 2007
Multi-resolution Image Parametrization in Stepwise Diagnostics of Coronary Artery Disease.
Proceedings of the Artificial Intelligence in Medicine, 2007
2006
Quality assessment of individual classifications in machine learning and data mining.
Knowl. Inf. Syst., 2006
2005
Computerized segmentation of whole-body bone scintigrams and its use in automated diagnostics.
Comput. Methods Programs Biomed., 2005
Automatic Segmentation of Whole-Body Bone Scintigrams as a Preprocessing Step for Computer Assisted Diagnostics.
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Erratum to "Transductive reliability estimation for medical diagnosis" [Artif. Intell. Med. 29: 81-106(2003)].
Artif. Intell. Medicine, 2004
Transduction and Typicalness for Quality Assessment of Individual Classifications in Machine Learning and Data Mining.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Estimating Confidence Values of Individual Predictions by their Typicalness and Reliability.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Artif. Intell. Medicine, 2003
Proceedings of the Artificial Intelligence in Medicine, 2003
2002
Proceedings of the Machine Learning: ECML 2002, 2002
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
2001
Proceedings of the Artificial Intelligence Medicine, 2001
1999
Analysing and improving the diagnosis of ischaemic heart disease with machine learning.
Artif. Intell. Medicine, 1999
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction.
AI Commun., 1998
Cost-Sensitive Learning with Neural Networks.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998
1997
Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997
1996
Artif. Intell. Medicine, 1996