Alan Jović

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Karla BrkićUniversity of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.hr
Annelie HeuserCNRS researcherVerified email at irisa.fr
Mario CifrekUniversity of Zagreb Faculty of Electrical Engineering and ComputingVerified email at fer.unizg.hr
Stjepan PicekAssociate professor, Radboud University, The NetherlandsVerified email at computer.org
Igor StancinUniversity of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.hr
Krešimir FriganovićSingapore ETH CenterVerified email at sec.ethz.ch
Davor KukoljaPost doc, University of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.hr
Krstačić GoranPoliklinika Srčana; Fakultet za Dentalnu Medicinu i Zdravstvo OsijekVerified email at fdmz.hr
Domagoj JakobovićUniversity of Zagreb Faculty of electrical engineering and computingVerified email at fer.unizg.hr
Marko HorvatUniversity of Zagreb Faculty of Electrical Engineering and ComputingVerified email at fer.unizg.hr
axel legayUCLouvainVerified email at uclouvain.be
Marko ČupićAssistant Professor at Faculty of Electrical Engineering and Computing, University of ZagrebVerified email at fer.hr
Leandro PecchiaProfessor, Universita' Campus Bio-Medico RomaVerified email at unicampus.it
Paolo MelilloUniversity of Campania Luigi VanvitelliVerified email at unicampania.it
Nicola DE LUCAuniversità degli studi federico II napoli Verified email at unina.it
Ozren JovicDoctor of scienceVerified email at chem.pmf.hr
Ante GalićDocent biotehničkih znanosti, Sveučilište u Zagrebu, Agronomski fakultetVerified email at agr.hr
Tomislav ŠmucSenior scientist, Rudjer Boskovic Institute, Zagreb, CroatiaVerified email at irb.hr
Andrzej A. KononowiczJagiellonian University Medical CollegeVerified email at uj.edu.pl
Stephen P MorganProfessor of Biomedical Engineering, University of NottinghamVerified email at nottingham.ac.uk

Alan Jović

University of Zagreb Faculty of Electrical Engineering and Computing

Verified email at fer.unizg.hr - Homepage

Data mining biomedical engineering machine learning decision support information systems


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A review of feature selection methods with applications A Jović, K Brkić, N Bogunović 2015 38th international convention on information and communication …, 2015	1475	2015
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	316	2019
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 communication …, 2019	280	2019
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	237	2021
An overview of free software tools for general data mining A Jovic, K Brkic, N Bogunovic 2014 37th International convention on information and communication …, 2014	205	2014
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	158	2011
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	149	2017
Ontologies in medical knowledge representation A Jovic, M Prcela, D Gamberger 2007 29th International Conference on Information Technology Interfaces, 535-540, 2007	84	2007
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	75	2007
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 (12 …, 2019	60*	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	47	2012
Application of grey system theory to software projects ranking N Slavek, A Jović Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo i …, 2012	46	2012
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	44	2018
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	44	2008
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	32	2017
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 on …, 2017	31	2017
Decision tree ensembles in biomedical time-series classification A Jović, K Brkić, N Bogunović Joint DAGM (German Association for Pattern Recognition) and OAGM Symposium …, 2012	29	2012
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	25	2019
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 and …, 2010	25	2010
EEG signal multichannel frequency-domain ratio indices for drowsiness detection based on multicriteria optimization I Stancin, N Frid, M Cifrek, A Jovic Sensors 21 (20), 6932, 2021	24	2021

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