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Alan Jović
Alan Jović
Associate professor, University of Zagreb, Faculty of Electrical Engineering and Computing
Verified email at fer.unizg.hr - Homepage
Title
Cited by
Cited by
Year
A review of feature selection methods with applications
A Jović, K Brkić, N Bogunović
2015 38th international convention on information and communicationá…, 2015
11362015
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
IACR Transactions on Cryptographic Hardware and Embedded Systems, 209-237, 2019
2362019
An overview and comparison of free Python libraries for data mining and big data analysis
I Stančin, A Jović
2019 42nd International convention on information and communicationá…, 2019
1952019
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
1772014
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
1392011
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
1182017
A review of EEG signal features and their application in driver drowsiness detection systems
I Stancin, M Cifrek, A Jovic
Sensors 21 (11), 3786, 2021
1172021
Ontologies in medical knowledge representation
A Jovic, M Prcela, D Gamberger
2007 29th International Conference on Information Technology Interfaces, 535-540, 2007
802007
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
752007
A systematic evaluation of profiling through focused feature selection
S Picek, A Heuser, A Jovic, L Batina
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 27 (12á…, 2019
54*2019
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
442012
Semantic web ontology utilization for heart failure expert system design
M Prcela, D Gamberger, A Jovic
Studies in health technology and informatics 136, 851, 2008
432008
Optimizing the detection of characteristic waves in ECG based on processing methods combinations
K Friganovic, D Kukolja, A Jovic, M Cifrek, G Krstacic
IEEE access 6, 50609-50626, 2018
402018
Application of grey system theory to software projects ranking
N Slavek, A Jović
Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo iá…, 2012
402012
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
302017
Climbing down the hierarchy: Hierarchical classification for machine learning side-channel attacks
S Picek, A Heuser, A Jovic, A Legay
Progress in Cryptology-AFRICACRYPT 2017: 9th International Conference oná…, 2017
272017
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
272012
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
242010
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
222015
Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach
A Jovic, K Brkic, G Krstacic
Biomedical Signal Processing and Control 53, 101583, 2019
212019
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