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
Stjepan PicekAssociate professor, Radboud University, The NetherlandsVerified email at computer.org
Mario CifrekUniversity of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.unizg.hr
Igor StancinUniversity of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.hr
Davor KukoljaPost doc, University of Zagreb, Faculty of Electrical Engineering and ComputingVerified email at fer.hr
Krešimir FriganovićPost Doctoral Fellow, A*STAR, SingaporeVerified email at fer.hr
Krstačić GoranPoliklinika Srčana; Fakultet za Dentalnu Medicinu i Zdravstvo OsijekVerified email at fdmz.hr
Domagoj JakobovićFull professor, University of ZagrebVerified email at fer.hr
axel legayUCLouvainVerified email at uclouvain.be
Marko HorvatFaculty of Electrical Engineering and Computing, University of Zagreb, CroatiaVerified email at fer.unizg.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
Marko ČupićAssistant Professor at Faculty of Electrical Engineering and Computing, University of ZagrebVerified email at fer.hr
Ante GalićDocent biotehničkih znanosti, Sveučilište u Zagrebu, Agronomski fakultetVerified email at agr.hr
Ozren JovicDoctor of scienceVerified email at chem.pmf.hr
Tomislav ŠmucSenior scientist, Rudjer Boskovic Institute, Zagreb, CroatiaVerified email at irb.hr
Andrzej A. KononowiczJagiellonian University Medical CollegeVerified email at uj.edu.pl
Rosita GuidoUniversità della CalabriaVerified email at unical.it

Alan Jović

Associate professor, 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	1028	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	220	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	179	2019
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	170	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	138	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	115	2017
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	96	2021
Ontologies in medical knowledge representation A Jovic, M Prcela, D Gamberger 2007 29th International Conference on Information Technology Interfaces, 535-540, 2007	77	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	51*	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	44	2012
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	43	2008
Application of grey system theory to software projects ranking N Slavek, A Jović Automatika: časopis za automatiku, mjerenje, elektroniku, računarstvo i …, 2012	40	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	37	2018
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	29	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	26	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	26	2012
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	24	2010
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	22	2015
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	19	2019

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