Radno mjesto


Doc. dr. sc. Alan Jović, dipl. ing. rač.


Dr. sc. u znanstvenom polju računarstva

Zavod za elektroniku, mikroelektroniku, računalne i inteligentne sustave (ZEMRIS)

Sveučilište u Zagrebu Fakultet elektrotehnike i računarstva (FER)

Unska 3, 10000 Zagreb, Hrvatska


Profili:

Google Scholar: Profil

Scopus: Profil

Research gate: Profil


E-mail: alan.jovic[at]fer.hr


Soba: D340


Telefon: +385 1 6129 548

Telefaks: +385 1 6129 653

Knjige


  1. A. Jović, M. Horvat, I. Grudenić "UML-dijagrami: Zbirka primjera i riješenih zadataka" (in Croatian). GRAPHIS d.o.o. Zagreb, 2014. ...DETALJNIJE

Poglavlja u knjigama


  1. A. Jovic, K. Jozic, D. Kukolja, K. Friganovic, M. Cifrek, Challenges in Designing Software Architectures for Web Based Biomedical Signal Analysis. In: "Medical Big Data and Internet of Medical Things Advances, Challenges and Applications". A. E. Hassanien, N. Dey, S. Borra (Eds.), CRC Press Taylor & Francis Group, Boca Raton, pp. 81-112, 2018. LINK

Publikacije u časopisima


Current Contents®, SCI, SCI expanded (časopisi A kategorije)


  1. A. Jovic, K. Brkic, G. Krstacic, Detection of congestive heart failure from short-term heart rate variability segments using hybrid feature selection approach. Biomedical Signal Processing and Control, 53:101583, Aug. 2019. 10.1016/j.bspc.2019.101583 , PDF (CC,Q2)

  2. K. Friganovic, D. Kukolja, A. Jovic, M. Cifrek, G. Krstacic, Optimizing the detection of characteristic waves in ECG based on processing methods combinations. IEEE Access, 6:50609-50626, Dec. 2018. doi:10.1109/ACCESS.2018.2869943 , PDF (CC,Q1)

  3. O. Jovic, A. Jovic, FTIR-ATR adulteration study of hempseed oil of different geographic origins. Journal of Chemometrics, 31(12):e2938, Dec. 2017. doi:10.1002/cem.2938 , PDF (CC)

  4. A. Jovic, F. Jovic, Classification of cardiac arrhythmias based on alphabet entropy of heart rate variability time series. Biomedical Signal Processing and Control, 31:217-230, Jan. 2017. doi:10.1016/j.bspc.2016.08.010 , PDF (CC)

  5. D. Krmpotic, A. Jovic, F. Jovic Information impactogram application for fast detection of temperature instability zone of a two-channel ceramic roller kiln. Tehnički Vjesnik (Technical Gazette), 22(4):981-987, Aug. 2015. PDF (SCIE)

  6. A. Galic, S. Pliestic, F. Jovic, K. Nenadic, A. Jovic An Energy Efficient Corn Grains Drying Process. Tehnički Vjesnik (Technical Gazette), 21(6):1395-1401, Dec. 2014. PDF (SCIE)

  7. F. Jovic, A. Jovic, D. Krmpotic Quality control engineering in automated ceramic tile production using a signal information content approach. Advanced engineering informatics, 27(1):93-107, Jan. 2013. doi:10.1016/j.aei.2012.11.007 , RAR (CC,Q1)

  8. N. Slavek, A. Jovic, Application of Grey System Theory to Software Projects Ranking. Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije, 53(3):284-293, 2012. PDF (SCIE)

  9. N. Slavek, A. Jovic, Heptathlon evaluation model using Grey system theory. Tehnički Vjesnik (Technical Gazette), 19(2):327-331, 2012. PDF (SCIE)

  10. A. Jovic, N. Bogunovic, Evaluating and Comparing Performance of Feature Combinations of Heart Rate Variability Measures for Cardiac Rhythm Classification. Biomedical Signal Processing and Control, 7:245–255, 2012. doi:10.1016/j.bspc.2011.10.001 (CC)

  11. A. Jovic, N. Bogunovic, Electrocardiogram analysis using a combination of statistical, geometric, and nonlinear heart rate variability features. Artificial Intelligence in Medicine, 51:175-186, 2011. doi:10.1016/j.artmed.2010.09.005 (CC)

  12. O. Polasek, M. Mavrinac, A. Jovic, A. Dzono Boban, T. Glivetic, D. Biocina-Lukenda, I. Vasilj, M. Petrovecki, Undergraduate Grade Point Average is a Poor Predictor of Scientific Productivity Later in Career. Collegium Antropologicum, 34(S1):1-5, 2010. (PDF) (CC, društvene znanosti)


Znanstveni časopisi B kategorije


  1. P. Melillo, A. Jovic, N. De Luca, L. Pecchia, An automatic classifier based on heart rate variability to identify fallers among hypertensive subjects. Healthcare Technology Letters, 2:1-6, 2015. doi: 10.1049/htl.2015.0012

  2. A. Jovic, N. Bogunovic, HRVFrame: Java-Based Framework for Feature Extraction from Cardiac Rhythm. Lecture Notes in Artificial Intelligence, 6747:96-100, 13th Conference on Artificial Intelligence in Medicine, AIME 2011, Bled, Slovenia, July 2011. (PDF) (Extended(unpublished)) (Presentation) (Poster)
    The original publication is available at www.springerlink.com: (LINK)

  3. M. Prcela, D. Gamberger, A. Jovic, Semantic Web Ontology Utilization for Heart Failure Expert System Design. Studies in health technology and informatics, 136:851-856, IOS Press, Proceedings of MIE2008: The XXIst International Congress of the European Federation for Medical Informatics, Gothenburg, Sweden, May 25-28, 2008. (PDF)

Ostali znanstveni časopisi


  1. S. Picek, A. Heuser, A. Jovic, S. Bhasin, F. Regazzoni, The Curse of Class Imbalance and Conflicting Metrics with Machine Learning for Side-channel Evaluations. IACR Transactions on Cryptographic Hardware and Embedded Systems, 2019(1):209-237, 2018. 10.13154/tches.v2019.i1.209-237

  2. A. Jovic, D. Gamberger, G. Krstacic, Heart Failure Ontology. Bio-Algorithms and Med-Systems, 7(2):101-110, 2011. (PDF)

  3. F. Jovic, D. Krmpotic, A. Jovic, V. Hocenski, N. Slavek, Information Content of Process Signals in Quality Control. The IPSI BgD Transactions on Internet Research 4(2):10-16, 2008. (PDF)

  4. F. Jovic, A. Jovic, Modeling Prediction using Quacol Algebra in Web-driven Business Environment. The IPSI BgD Transactions on Internet Research, 3(2):32-38, 2007. (PDF)

Publikacije u zbornicima međunarodnih konferencija


Puni radovi (in extenso)


  1. I. Stancin, A. Jovic, An overview and comparison of free Python libraries for data mining and big data analysis. Proceedings of 42nd International Convention MIPRO 2019, Opatija, Croatia, May 20-24, 2019, K. Skala (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 1161-1166, 2019. (PDF)(PPTX)(predsjedao konferencijom "CIS - Intelligent Systems" i prezentirao rad)

  2. S. Picek, A. Heuser, A. Jovic, K. Knezevic, T. Richmond, Improving Side-Channel Analysis Through Semi-supervised Learning. Proceedings of the 17th Smart Card Research and Advanced Application Conference CARDIS 2018, LNCS vol. 11389, Montpellier, France, 12.-14.11.2018., Bilgin, Begül; Fischer, Jean-Bernard (Eds.), Cham, Švicarska : Springer Nature Switzerland, pp. 35-50, 2019. (PDF)(PRES)(COMM)(URL)

  3. A. Jovic, D. Kukolja, K. Friganovic, K. Jozic, M. Cifrek, MULTISAB: A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series. Proceedings of IUPESM 2018, IFMBE Proceedings Volume 68/1, World Congress on Medical Physics and Biomedical Engineering 2018 Prague, Czech Republic, June 3-8, 2018, Lhotska, Lenka ; Sukupova, Lucie ; Lacković, Igor ; Ibbott, Geoffrey S. (Eds.), Springer Nature Singapore, pp. 411-415, 2018. (PDF)(PPTX)(URL)

  4. A. Jovic, K. Jozic, D. Kukolja, K. Friganovic, M. Cifrek, Parallelization in biomedical time series analysis web platform: the MULTISAB project experience. Proceedings of 41th International Convention MIPRO 2018, Opatija, Croatia, May 21-25, 2018, K. Skala (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 337-342, 2018. (PDF)(PPTX)(Prezentirao rad)

  5. I. Stancin, A. Jovic, Analyzing the Influence of Player Tracking Statistics on Winning Basketball Teams. Proceedings of 41th International Convention MIPRO 2018, Opatija, Croatia, May 21-25, 2018, K. Skala (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 1779-1784, 2018. (PDF)(PPTX)

  6. K. Friganovic, A. Jovic, D. Kukolja, M. Cifrek, G. Krstacic, Optimizing the detection of characteristic waves in ECG based on exploration of processing steps combinations. IFMBE Proceedings, volume 65: Joint Conference of the European Medical and Biological Engineering Conference (EMBEC) and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC), Tampere, Finland, June 11-15, 2017, Eskola, Hannu ; Väisänen, Outi ; Viik, Jari ; Hyttinen, Jari (Eds.), Springer Nature Singapore, pp. 928-931, 2017. (PDF)(PPTX)

  7. A. Jovic, D. Kukolja, K. Friganovic, K. Jozic, S. Car, Biomedical time series preprocessing and expert system based feature extraction in MULTISAB platform. Proceedings of 40th Jubilee International Convention MIPRO 2017, Opatija, Croatia, May 22-26, 2017, K. Biljanovic (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 349-354, 2017. (PDF)(PPTX)

  8. S. Picek, A. Heuser, A. Jovic, A. Legay, Climbing Down the Hierarchy: Hierarchical Classification for Machine Learning Side-Channel Attacks. Proceedings of 9th International Conference on Cryptology in Africa: Progress in Cryptology - AFRICACRYPT 2017, Lecture Notes in Computer Science (LNCS), vol. 10239, Dakar, Senegal, May 24-26, 2017, M. Joye, A. Nitaj (Eds.), Cham: Springer, pp. 61-78, 2017. (PDF)

  9. S. Picek, A. Heuser, A. Jovic, S. A. Ludwig, S. Guilley, D. Jakobovic, N. Mentens, Side-Channel Analysis and Machine Learning: A Practical Perspective. Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, Alaska, USA, May 14-19, 2017, IEEE Press, p. 702, 2017. (PDF)

  10. K. Friganovic, A. Jovic, K. Jozic, D. Kukolja, M. Cifrek, MULTISAB project: a web platform based on specialized frameworks for heterogeneous biomedical time series analysis - an architectural overview. Proceedings of the International Conference on Medical and Biological Engineering, IFMBE vol. 62, CMBEBIH 2017, Sarajevo, Bosnia and Herzegovina, March 16-18, 2017, A. Badnjevic (Ed.), Springer Nature Singapore, pp. 9-15, 2017. (PDF)(PPTX)

  11. A. Jovic, D. Kukolja, K. Jozic, M. Cifrek, Use Case Diagram Based Scenarios Design for a Biomedical Time-Series Analysis Web Platform. Proceedings of the 39th International Convention MIPRO 2016, Opatija, Croatia, May 30-Jun 3, 2016, P. Biljanovic (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 326-331, 2016. (PDF)(PPTX)(Prezentirao rad)

  12. A. Jovic, D. Kukolja, K. Jozic, M. Horvat, A Web Platform for Analysis of Multivariate Heterogeneous Biomedical Time-Series - a Preliminary Report. Proceedings of the 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), Bratislava, Slovakia, May 23-25, 2016, Podhradsky, Pavel ; Rozinaj, Gregor ; Rybarova, Renata (Eds.), Bratislava, Slovakia, p. 70, 2016. (PDF)(PPTX)

  13. A. Jovic, K. Brkic, N. Bogunovic, A review of feature selection methods with applications. Proceedings of the 38th International Convention MIPRO 2015, Opatija, Croatia, May 25-29, 2015, P. Biljanovic (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 1447-1552, 2015. (PDF)(PPTX)

  14. P. Melillo, A. Jovic, N. De Luca, S. P. Morgan, L. Pecchia, Automatic Prediction of Falls via Heart Rate Variability and Data Mining in Hypertensive Patients: The SHARE Project Experience. IFMBE Proceedings Volume 45, Dubrovnik, Croatia, September 7-11, 2014, I. Lacković, D. Vasić (Eds.) IFMBE, pp. 42-45, 2014. (PDF)

  15. A. Jovic, K. Brkic, N. Bogunovic, An overview of free software tools for general data mining. Proceedings of the 37th International Convention MIPRO 2014, Opatija, Croatia, May 26-30, 2014, P. Biljanovic (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 1362-1367, 2014. (Professional paper)(PDF)(PPTX)(Erratum (scikit-learn evaluation added to Table II):PDF)(Prezentirao rad)

  16. A. Jovic, N. Bogunovic, M. Cupic, Extension and Detailed Overview of the HRVFrame Framework for Heart Rate Variability Analysis. Proceedings of the EuroCon 2013 conference, Zagreb, Croatia, July 1-4, 2013, I. Kuzle, T. Capuder, H. Pandžic (Eds.), IEEE Region 8, pp. 1757-1763, 2013. (PDF)(PPT)(Prezentirao rad)

  17. A. Jovic, L. Suc, N. Bogunovic, Feature extraction from electroencephalographic records using EEGFrame framework. Proceedings of the 36th International Convention MIPRO 2013, Opatija, Croatia, May 20-24, 2013, P. Biljanovic (Ed.), Rijeka, Croatia : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, pp. 1237-1242, 2013. (PDF)(PPTX)(Prezentirao rad)

  18. D. Gamberger, G. Krstacic, A. Jovic, A novel way of integrating rule based knowledge into a web ontology language framework. Proceedings of the EFMI Special Topic Conference: Data and Knowledge for Medical Decision Support, Prague, Czech Republic, April 17-19, 2013, B. Blobel, A. Hasman, J. Zvarova (Eds.), Berlin, Germany : IOS Press, pp. 51-55, 2013. (PDF)

  19. A. Jovic, K. Brkic, N. Bogunovic, Decision tree ensembles in biomedical time-series classification. Lecture Notes in Computer Science, 7476:408-417, Joint 34th DAGM and 36th OAGM Symposium, Graz, Austria, August 2012. (PDF) (Poster)
    The original publication is available at www.springerlink.com: (LINK)(Prezentirao rad)

  20. F. Jovic, A. Jovic, D. Krmpotic, Möglichkeiten einer Fehlerauskunftsmessung in einer automatisierten Fertigung (in German) . 4. STARTS Workshop: Test und Diagnose technischer Systeme, Albstadt-Sigmaringen, Germany, September 27, 2012, S. Jovalekic, G. Lichtenberg (Eds.), Albstadt-Sigmaringen : Institut für Echzeitsysteme und Softwaretechnik, pp. 15-30, 2012. (PDF)

  21. N. Bogunovic, A. Jovic, Processing and Analysis of Biomedical Nonlinear Signals by Data Mining Methods. Proceedings of the 17th International Conference on Systems, Signals and Image Processing IWSSIP 2010, Rio de Janeiro, Brazil, June 17-19, 2010, F. R. Leta, A. Conci (Eds.), Rio de Janeiro : EdUFF Editora da Universidade Federal Fluminense, pp. 276-279, 2010. (PDF)

  22. A. Jovic, N. Bogunovic, Classification of Biological Signals Based on Nonlinear Features. Proceedings of the 15th IEEE Mediterranian Electromechanical Conference MELECON 2010, Valletta, Malta, April 25-28, 2010, C. J. Debono, M. P. Kazmierkowski, P. Micallef (Eds.), Valletta : IEEE Press, pp. 1340-1345, 2010. (PDF)

  23. A. Jovic, N. Bogunovic, Random Forest-Based Classification of Heart Rate Variability Signals by Using Combinations of Linear and Nonlinear Features. Proceedings of the XII Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON 2010, Porto Carras, Chalkidiki, Greece, May 27-30, 2010, P. D. Bamidis, N. Pallikarakis (Eds.), Berlin : Springer, IFMBE Proceedings Vol. 29, pp. 29-32, 2010. (PDF)(PPT)(Prezentirao rad)

  24. A. Jovic, N. Bogunovic, Feature Set Extension for Heart Rate Variability Analysis by Using Non-linear, Statistical and Geometric Measures. Proceedings of the 31st International Conference on Information Technology Interfaces ITI 2009, Cavtat / Dubrovnik, Croatia, June 22-25, 2009, V. Luzar-Stiffler, I. Jarec, Z. Bekic (Eds.), Zagreb : SRCE University Computing Centre, pp. 35-40, 2009. (PDF)(Prezentirao rad)

  25. F. Jovic, D. Krmpotic, A. Jovic, Process entropy and informational macrodynamics in a ceramic tile plant. Proceedings of the 32nd International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2009, Opatija, Croatia, May 25-29, 2009, N. Bogunovic, S. Ribaric (Eds.), Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, Vol.III CTS & CIS Computers in Technical Systems, Intelligent Systems, pp. 50-53, 2009. (PDF)

  26. D. Gamberger, M. Prcela, A. Jovic, T. Smuc, G. Parati, M. Valentini, K. Kawecka-Jaszcz, K. Styczkiewicz, A. Kononowicz, A. Candelieri, D. Conforti, R. Guido, Medical knowledge representation within Heartfaid platform. Proceedings of International Joint Conference on Biomedical Engineering Systems and Technologies Biostec 2008, Funchal, Portugal, January 28-31, 2008, Portugal : INSTICC Institute for Systems and Technologies of Information, Control and Communication, pp. 307-314, 2008. (PDF)

  27. A. Jovic, N. Bogunovic, Analysis of ECG Records using ECG Chaos Extractor Platform and Weka System. Proceedings of the 30th International Conference on Information Technology Interfaces ITI 2008, Cavtat / Dubrovnik, Croatia, June 23-26, 2008, V. Luzar-Stiffler, V. Hljuz Dobric, Z. Bekic (Eds.), Zagreb : IEEE Region 8, pp. 347-352, 2008. (PDF)(PPT)(Prezentirao rad)

  28. A. Jovic, N. Bogunovic, Feature Extraction for ECG Time-Series Mining Based on Chaos Theory. Proceedings of the 29th International Conference on Information Technology Interfaces ITI 2007, Cavtat / Dubrovnik, Croatia, June 25-28, 2007, V. Luzar-Stiffler, V. Hljuz Dobric (Eds.), Zagreb : SRCE University Computing Centre, pp. 63-68, 2007. (PDF)(Prezentirao rad)

  29. A. Jovic, M. Prcela, D. Gamberger, Ontologies in Medical Knowledge Representation. Proceedings of the 29th International Conference on Information Technology Interfaces ITI 2007, Cavtat / Dubrovnik, Croatia, June 25-28, 2007, V. Luzar-Stiffler, V. Hljuz Dobric (Eds.), Zagreb : SRCE University Computing Centre, pp. 535-540, 2007. (PDF)(Prezentirao rad)

  30. F. Jovic, A. Jovic, Model of Prediction Error in Chaotic and Web Driven Business Environment. Proceedings of the International Conference on Advances in the Internet, Processing, Systems, and Interdisciplinary research VIPSI - 2007, Opatija, Croatia, June 07-10, 2007, Belgrade, 2007. (PDF)

  31. A. Jovic, M. Prcela, G. Krstacic, Medical Plans as a Middle Step in Building Heart Failure Expert System. Proceedings of the 11th Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON 2007, Ljubljana, Slovenia, June 26-30, 2007, T. Jarm, P. Kramar, A. Zupanic (Eds.), Ljubljana : Springer, IFMBE Proceedings Vol.16, pp. 549-553, 2007. (PDF)

  32. F. Jovic, A. Jovic, V. Rajkovic, A Contribution to the Investigation of Algebraic Model Structures in Qualitative Space. Proceedings of the 29th International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2007, Opatija, Croatia, May 22-26, 2007, L. Budin, S. Ribaric (Eds.), Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, CTS & CIS Computers in Technical Systems, Intelligent Systems, pp. 49-53, 2007. (PDF)

  33. F. Jovic, M. Pesut, A. Jovic, On Identity and Similarity Growth in Distributed Ontology. Proceedings of International Conference on Advances in the Internet, Processing, Systems and Interdisciplinary Research VIPSI 2006, VIP Symposia on Internet related research with elements of M+I+T++ (Multidisciplinary, Interdisciplinary, and Transdisciplinary Research), Bled, Slovenia, Nov 30 - Dec 3, 2006, ISBN: 86-7466-117-3, 2006. (PDF)

  34. F. Jovic, D. Krmpotic, A. Jovic, M. Jukic, Evaluation of Grey Prediction Method of Energy Consumption. Proceedings of the 28th International Convention on Information and Communication Technology, Electronics and Microelectronics MIPRO 2007, Opatija, Croatia, May 30 - Jun 3, 2005, L. Budin, S. Ribaric (Eds.), Rijeka : Croatian Society for Information and Communication Technology, Electronics and Microelectronics - MIPRO, CTS & CIS Computers in Technical Systems, Intelligent Systems, pp. 64-67, 2007. (PDF)


Sažetci


  1. A. Jovic, N. Bogunovic, G. Krstacic, Extraction of nonlinear features from biomedical time-series using HRVFrame framework. E-Cardiology Conference, Kardio List 7(3-4),127-127 Osijek, Croatia, March 15-17, 2012, M. Ivanusa, (Ed.), Zagreb : Hrvatsko kardiolosko drustvo, 2012. (Abstract)(Poster)(Prezentirao poster)

  2. A. Jovic, HEARTFAID medical ontology. Book of Abstracts : Workshop on Knowledge Discovery in Scientific Applications - KDSA 2008, Porec, Croatia, October 17-19, 2008, D. Gamberger (Ed.), Zagreb : IRB, 2008. (Abstract)(Presentation)(Photo)(Prezentirao rad)

Doktorska disertacija


  • A. Jovic, Dubinska analiza biomedicinskih vremenskih nizova zasnovana na računalnom radnom okviru za izlučivanje značajki (in Croatian). doctoral thesis, 2012. (Thesis)