Publications

Journal papers

  1. V. Ceperic, N. Bako, and A. Baric. “Symbolic Regression Based Modelling Strategy of AC/DC Rectifiers for RFID Applications”. In: Expert Systems with Applications 41 (2014), pp. 7061—7067. Corresponding author.
  2. D. Vrtaric, V. Ceperic, and A. Baric. “Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms”. In: Neurocomputing (2013), vol. 118, pp. 329-333.Corresponding author.
  3. E. Ceperic, V. Ceperic, and A. Baric. “A strategy for short-term load forecasting by support vector regression machines”. In: IEEE Transactions on Power Systems (2013),  Corresponding author.
  4. ​​V. Ceperic, G. Gielen, and A. Baric. “Sparse e-tube Support Vector Regression by Active Learning”. In: Soft Computing (2014)vol. 18, Springer Berlin Heidelberg, pp. 11131126. Corresponding author.
  5. V. Ceperic, G. Gielen, and A. Baric. “Recurrent sparse support vector regression machines trained by active learning in the time-domain”. In: Expert Systems with Applications 39.12 (2012), pp. 10933—10942. Corresponding author. 
  6. V. Ceperic, G. Gielen, and A. Baric. “Sparse multikernel support vector regression machines trained by active learning”. In: Expert Systems with Applications 39.12 (2012), pp. 11029—11035. Corresponding author.
  7. M. Magerl, V. Čeperić, A. Barić. “Echo State Networks for Black-Box Modelling of Integrated Circuits”. In: IEEE transactions on computer-aided design of integrated circuits and systems. 35 (2016).
  8. S. Sovilj, V. Čeperić, R. Magjarević. “3D Cardiac Electrical Activity Model”. In:Automatika ‒ Journal for Control, Measurement, Electronics, Computing and Communications. 57 (2016).

Patent applications

  1. V. Ceperic and A. Baric. “System, Method and Computer Program Product for Modelling Electronic Circuits”. Patent application 13,353,701 (US). Jan. 2012.

Invited presentations

  1. V. Ceperic, A. Barić, R. Gillon, “Predicting the results of conducted EMC tests: critical factors determining accuracy”, Proc. ROBUSPIC workshop on ESSDERC/ESSCIRC 2006, Gillon, Renaud; Anghel, Costin (ed.). Montreux, 2006, special session.
  2. V. Ceperic, H. Markovic, A. Baric. “Chip level EMC measurements and simulations”. Cost Workshop 286. Split, 2005, special session.

Reviewer

I am serving as a reviewer for several renowned scientific journals, e.g. IEEE Transactions on Neural Networks and Learning Systems (IF=4.4), Information Sciences (IF=3.9), IEEE Transactions on Power Systems (IF=3.5), IASC Computational Statistics & Data Analysis, IEEE Transactions on Aerospace and Electronic Systems and several IEEE conferences (ICECS, MELECON, EUROCON, MIPRO).

Conference papers

  1. V. Ceperic, and A. Baric. “Reducing Complexity of Echo State Networks with Sparse Linear Regression Algorithms”. In: 16th International Conference on Computer Modelling and Simulation (UKSim). Mar. 2014.
  2. V. Ceperic, G. Gielen, and A. Baric. “Black-Box Modelling of AC-DC Rectifiers for RFID Applications Using Support Vector Regression Machines”. In: 15th International Conference on Computer Modelling and Simulation (UKSim). Apr. 2013, pp. 815—820.
  3. V. Ceperic, G. Gielen, and A. Baric. “Black-box modelling of conducted electromagnetic immunity by support vector machines”. In: International Symposium on Electromagnetic Compatibility (EMC EUROPE), 2012. Sept. 2012, pp. 1—6.
  4. V. Ceperic, G. Gielen, and A. Baric. “Black-box modelling of conducted electromagnetic emissions by adjustable complexity support vector regression machines”. In: Asia-Pacific Symposium on Electromagnetic Compatibility (APEMC), 2012. May 2012, pp. 17—20.
  5. V. Ceperic and A. Baric. “A brief overview of the black-box behavioural modelling of electronic circuits for transient simulations”. In: Proceedings of the 35th International Convention MIPRC 2012. May 2012, pp. 72—77.
  6. V. Ceperic and A. Baric. “Modelling of Electromagnetic Immunity of Integrated Circuits by Artificial Neural Networks”. In: 20th International Zurich Symposium on Electromagnetic Compatibility, 200.9. Jan. 2009, pp. 373—376.
  7. V. Ceperic and A. Baric. “Conducted electromagnetic emission current source modelling by artificial neural networks”. In: 16th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2008. Sept. 2008, pp. 55—59.
  8. V. Ceperic, E. Ceperic, and A. Baric. “Behavioural Modelling of Circuits that Exhibit Chaotic Behaviour”. In: Proceedings of the 31th International Convention MIPRC 2008. Vol. 1. May 2008, pp. 167-171.
  9. V. Ceperic, B. Pejcinovic, and A. Baric. “Broad-Band Equivalent Circuit Modelling of Passive SMT Components Embedded in Conductor Backed Coplanar Waveguide Structures”. In: Proceedings of the 31th International Convention MIPRC 2008. Vol. 1. May 2008, pp. 191—196.
  10. B. Pejcinovic, V. Ceperic, and A. Baric. “Design and Use of FR-4 CBCPW Lines In Test Fixtures for SMD Components”. In: 14th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2007. Dec. 2007, pp. 375—378.
  11. B. Pejcinovic, V. Ceperic, and A. Baric. “Design rules for utilizing conductor-backed co-planar waveguide lines on FR-4 substrate”. In: Proceedings of Philips Applied Technologies Conference on Electromagnetic Compatibility (PACE 2007). Sept. 2007, pp. 89—93.
  12. V. Ceperic, T. Mandic, and A. Baric. “Simulations of Symmetrical Transverse Electromagnetic Cell”. In: Proceedings of the 30th International Convention MIPRC 2007. Vol. 1. May 2007, pp. 126—132.
  13. T. Mandic, V. Ceperic, and A. Baric. “Time-Domain Response Simulation of Multiconductor Transmission Lines Excited by an Incident Electromagnetic Field”. In: Proceedings of the 30th International Convention MIPRC 2007. Vol. 1. May 2007, pp. 109—114.
  14. B. Pejcinovic, V. Ceperic, and A. Baric. “Comparison of S-parameters Measured Using Time Domain Reflectometer and Vector Network Analyzer”. In: Proceedings of the 30th International Convention MIPRO 2007. Vol. 1. May 2007, pp. 115—119.
  15. V. Ceperic, Z. Butkovic, and A. Baric. “Design and Optimization of Self-Biased Complementary Folded Cascode”. In: IEEE Mediterranean Electrotechnical Conference, MELECCN 2006. May 2006, pp. 145—148.
  16. V. Ceperic, B. Dalbelo-Basic, and A. Baric. “EMC Aware Circuit Design and Optimizations”. In: 18th International Wroclaw Symposium and Exhibition on Electromagnetic Compatibility. Wroclaw, Poland, 2006. 
  17. O. Jovic, V. Ceperic, and A. Baric. “Influence of Packaging on the Oscillation Frequency of a High Voltage CMOS Quadrature LC Oscillator”. In: Proceedings of the 29th International Convention on Microelectronics, Electronics and Electronic Technologies (MEET) and Hypermedia and Grid Systems (HGS) (MIPRO 2006). Vol. 1. May 2006, pp.106—109.
  18. H. Markovic, V. Ceperic, and A. Baric. “The Influence of Supply Network Parasitics on the Conducted Electromagnetic Emissions”. In: Proceedings of the 28th International Convention on Microelectronics, Electronics and Electronic Technologies (MEET) and Hypermedia and Grid Systems (HGS) (MIPRO 2005). Vol. 1. May 2005, pp. 125—128.
  19. V. Ceperic, A. Baric, and B. Pejcinovic. “Artificial neural network in modelling of voltage controlled oscillators with jitter”. In: Proceedings of the 12th IEEE Mediterranean Electrotechnical Conference, MELECON2004. Vol. 1. 2004, pp. 347—350.
  20. V. Ceperic and A. Baric. “Modeling of analog circuits by using support vector regression machines”. In: Proceedings of the 11th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2004. 2004, pp. 391—394.
  21. V. Ceperic and A. Baric. “Modelling of SCFL circuits”. In: Proceedings of the 27th International Convention MIPRC 2004: conferences Microelectronics, Electronics and Electronics Technologies (MEET) and Hypermedia and Grid System (HGS). May 2004, pp. 72—77.
  22. V. Ceperic and A. Baric. “Simulations of GaAs voltage controlled differential ring oscillators”. In: IEEE EURCCCN 2003. Vol. 1. Sept. 2003,pp.151-155.
  23. V. Ceperic and A. Baric. “Voltage Controlled Differential Ring Oscillator Based on the SCFL Delay Cell”. In: Proceedings of the 26th International Convention on Microelectronics, Electronics and Electronic Technologies (MEET) and Hypermedia and Grid Systems (HGS) (MIPRC 2003). Vol. 1. May 2003, pp. 70—73.
  24. H. Markovic, N. Maric, V. Ceperic, and A. Baric. “High-speed GaAs SCFL digital test structures”. In: Proceedings of the 9th International Conference on Electronics, Circuits and Systems, ICECS 2002. Vol. 2. 2002, pp. 635—639.
  25. H. Markovic, V. Ceperic, and A. Baric. “Time Delay Extraction from Spectral Measurements of High-Speed Digital Cells”. In: Proceedings of the 25th International Convention on Microelectronics, Electronics and Electronic Technologies (MEET) and Hypermedia and Grid Systems (HGS) (MIPRC 2002). Vol. 1. May 2002, pp. 25—28.