Alan Jović
Alan Jović
Assistant professor, University of Zagreb, Faculty of Electrical Engineering and Computing
Verified email at fer.hr - Homepage
TitleCited byYear
A review of feature selection methods with applications
A Jović, K Brkić, N Bogunović
2015 38th International Convention on Information and Communicationá…, 2015
1722015
An overview of free software tools for general data mining
A Jovic, K Brkic, N Bogunovic
2014 37th International Convention on Information and Communicationá…, 2014
782014
Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features
A Jovic, N Bogunovic
Artificial intelligence in medicine 51 (3), 175-186, 2011
752011
Feature extraction for ECG time-series mining based on chaos theory
A Jovic, N Bogunovic
2007 29th International Conference on Information Technology Interfaces, 63-68, 2007
562007
Ontologies in medical knowledge representation
A Jovic, M Prcela, D Gamberger
2007 29th International Conference on Information Technology Interfaces, 535-540, 2007
562007
Semantic web ontology utilization for heart failure expert system design
M Prcela, D Gamberger, A Jović
Studies in health technology and informatics 136, 851-856, 2008
322008
Side-channel analysis and machine learning: A practical perspective
S Picek, A Heuser, A Jovic, SA Ludwig, S Guilley, D Jakobovic, ...
2017 International Joint Conference on Neural Networks (IJCNN), 4095-4102, 2017
282017
Evaluating and comparing performance of feature combinations of heart rate variability measures for cardiac rhythm classification
A Jovic, N Bogunovic
Biomedical Signal Processing and Control 7 (3), 245-255, 2012
282012
The curse of class imbalance and conflicting metrics with machine learning for side-channel evaluations
S Picek, A Heuser, A Jovic, S Bhasin, F Regazzoni
242018
Random forest-based classification of heart rate variability signals by using combinations of linear and nonlinear features
A Jovic, N Bogunovic
XII Mediterranean Conference on Medical and Biological Engineering andá…, 2010
202010
Application of grey system theory to software projects ranking
N Slavek, A Jović
Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo iá…, 2012
192012
Decision tree ensembles in biomedical time-series classification
A Jović, K Brkić, N Bogunović
Joint DAGM (German Association for Pattern Recognition) and OAGM Symposiumá…, 2012
172012
Feature set extension for heart rate variability analysis by using non-linear, statistical and geometric measures
A Jovic, N Bogunovic
Proceedings of the ITI 2009 31st International Conference on Informationá…, 2009
162009
Medical Knowledge Representation within Heartfaid Platform.
D Gamberger, M Prcela, A Jovic, T Smuc, G Parati, M Valentini, ...
HEALTHINF (1), 307-314, 2008
152008
Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series
A Jovic, F Jovic
Biomedical Signal Processing and Control 31, 217-230, 2017
142017
HRVFrame: Java-based framework for feature extraction from cardiac rhythm
A Jovic, N Bogunovic
Conference on Artificial Intelligence in Medicine in Europe, 96-100, 2011
142011
Heart failure ontology
A Jović, D Gamberger, G Krstačić
Bio-algorithms and med-systems 7 (2), 101, 2011
122011
Climbing down the hierarchy: hierarchical classification for machine learning side-channel attacks
S Picek, A Heuser, A Jovic, A Legay
International Conference on Cryptology in Africa, 61-78, 2017
112017
Automatic classifier based on heart rate variability to identify fallers among hypertensive subjects
P Melillo, A Jovic, N De Luca, L Pecchia
Healthcare technology letters 2 (4), 89-94, 2015
112015
Automatic prediction of falls via Heart Rate Variability and data mining in hypertensive patients: the SHARE project experience
P Melillo, A Jovic, N De Luca, SP Morgan, L Pecchia
6th European Conference of the International Federation for Medical andá…, 2015
92015
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