FACULTY OF ENGINEERING KRAGUJEVAC
UNIVERSITY KRAGUJEVAC
CURRICULUM VITAE
Vesna Ranković

GENERAL INFORMATION
First and last nameVesna Ranković
Year and place of birth1967, Kragujevac
PositionFull professor
E-mailvesnar@kg.ac.rs
Education-scientific / education–art fieldTechnical-technological-science
University, faculty, organizational unitFaculty of Engineering of University of Kragujevac
Field and closer specialty/

EDUCATION – DIPLOMAS
BACHELOR STUDIES
Year1991
PlaceKragujevac
InstitutionFaculty of Mechanical Engineering of Kragujevac
HeadlineSurface Analysis due to corrosion and wear
FieldReliability of mechanical systems
MSC THESIS
Year1995
PlaceKragujevac
InstitutionFaculty of Mechanical Engineering of Kragujevac
HeadlineProgramming of industrial robots tasks using PC systems
FieldRobotics
PHD THESIS
Year2004
PlaceKragujevac
InstitutionFaculty of Engineering of University of Kragujevac
HeadlineFuzzy controller synthesis for industrial robot control
FieldIntelligent control, Robotics

TECHNICAL BIOGRAPHY – POSITIONS
YearInstitutionPosition
1991Faculty of Mechanical Engineering of KragujevacResearch & teaching аssistant prentice
1995Faculty of Mechanical Engineering of KragujevacResearch & teaching assistant
2004Faculty of Mechanical Engineering of KragujevacAssistant professor
2009Faculty of Mechanical Engineering of KragujevacAssociate professor
2014Faculty of Engineering of University of KragujevacFull professor

PROFESSIONAL BIOGRAPHY - IMPROVEMENTS
YearInstitutionDuration
2003

RESULTS OF SCIENTIFIC AND RESEARCH WORK
Papers published in international scientific journals
  1. Jasna Radulović, Vesna Ranković, Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines, Expert Systems with Applications, Vol.37, No.1, pp. 165-170, ISSN 0957-4174, Doi 10.1016/j.eswa.2009.05.008, 2010
  2. Vesna Ranković, Slobodan Savić, Application of feedforward neural network in the study of dissociated gas flow along the porous wall, Expert Systems with Applications, Vol.38, No.10, pp. 12531-12536, ISSN 0957-4174, Doi 10.1016/j.eswa.2011.04.039, 2011
  3. Vesna Ranković, Nenad Grujović, Dejan Divac, Nikola Milivojević, Aleksandar Novaković, Modelling of Dam Behaviour Based on Neuro-Fuzzy Identification, Engineering Structures, Vol.35, No.00, pp. 107-113, ISSN 0141-0296, Doi 10.1016/j.engstruct.2011.11.011, 2012
  4. Vesna Ranković, Nenad Grujović , Dejan Divac, Nikola Milivojević, Development of support vector regression identification model for prediction of dam structural behaviour, Structural Safety, Vol.48, No.00, pp. 33-39, ISSN 0167-4730, Doi 10.1016/j.strusafe.2014.02.004, 2014
  5. Šušteršič T., Ranković V., Peulić M., Peulić A., An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure based on Bayes Theorem, IEEE Journal of Biomedical and Health Informatics, Vol.24, No.1, pp. 151-159, ISSN 2168-2194, Doi 10.1109/JBHI.2019.2899665, 2020
  6. Tijana Sustersic; Vesna Rankovic; Vladimir Milovanovic; Vojin Kovacevic; Lukas Rasulic; Nenad Filipovic, A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images, IEEE Journal of Biomedical and Health Informatics, Vol.26, No.12, pp. 6036 - 6046, ISSN 2168-2208, Doi 10.1109/JBHI.2022.3209585, 2022
  7. Vesna Ranković, Jasna Radulović, Ivana Radojević, Aleksandar Ostojić, Ljiljana Čomić, Neural network modeling of dissolved oxygen in the Gruža reservoir, Serbia, Ecological Modelling, Vol.221, No.8, pp. 1239-1244, ISSN 0304-3800, Doi doi:10.1016/j.ecolmodel.2009.12.023, 2010
  8. Vesna Ranković, Jasna Radulović, Ivana Radojević, Aleksandar Ostojić , Ljiljana Čomić, Prediction of dissolved oxygen in reservoirs using adaptive network-based fuzzy inference system, Journal of Hydroinformatics, Vol.14, No.1, pp. 167-179, ISSN 1464-7141, Doi 10.2166/hydro.2011.084, 2012
  9. Vesna Ranković, Aleksandar Novaković, Nenad Grujović, Dejan Divac, Nikola Milivojević, Predicting piezometric water level in dams via artificial neural networks, Neural Computing and Applications, Vol.24, No.5, pp. 1115-1121, ISSN 0941-0643, Doi 10.1007/s00521-012-1334-2, 2014
  10. Radovanović, S., Ranković, V., Anđelković, V., Divac, D., Milivojević, N., Development of new models for the estimation of deformation moduli in rock masses based on in situ measurements, Bulletin of Engineering Geology and the Environment, Vol.7, No.3, pp. 1191-1202, ISSN 14359529, Doi 10.1007/s10064-017-1027-2, 2018
  11. Vesna Ranković, Jasna Radulović, Prediction of magnetic field near power lines by normalized radial basis function network, Advances in Engineering Software, Vol.42, No.11, pp. 934–938, ISSN 0965-9978, Doi 10.1016/j.advengsoft.2011.06.008, 2011
  12. Vesna Ranković, Jasna Radulović, Nenad Grujović., Dejan Divac, Neural Network Model Predictive Control of Nonlinear Systems Using Genetic Algorithms, Journal of Computers, Communications & Control, Vol.7, No.3, pp. 516-525, ISSN 1841-9836, 2012
  13. Vesna Ranković, Nenad Grujović, Dejan Divac, Nikola Milivojević, Radovan Slavković, Nonlinear Structural Behaviour Identification using Digital Recurrent Neural Networks, Strojarstvo: časopis za teoriju i praksu u strojarstvu, Vol.54, No.3, pp. 221-227, ISSN 0562-1887, 2012
  14. Radojevic Ivana, Comic Ljiljana, Rankovic Vesna, Ostojic Aleksandar, Topuzovic Marina, Applying Neural Networks for Predicting the Facultative Oligotrophic Bacteria in Two Reservoirs with Different Trophic State, Journal of Environmental Protection and Ecology, Vol.14, No.1, pp. 55-63, ISSN 1311-5065, Doi -, 2013
  15. J. Radulović, V. Ranković, M. Bojić, J.Skerlić, ENVIRONMENTAL IMPACTS OF THE ELECTROMAGNETIC FIELD LEVELS NEAR OVERHEAD TRANSMISSION LINES, Environmental Engineering and Management Journal, Vol.13, No.3, pp. 627-633, ISSN 1582-9596, 2014
Papers presented at international conferences
  1. Nikolić, I., V. Maksić, Off-line Programming of Industrial Robots by a Personal Computer, IEEE International Symposium on Industrial Electronics, Athens, Greece, 1995, July, pp. 677-683
  2. Nikolić, I. Z, V. Maksić, D. Šaljić, Symbolic Determination of Errors in Joints of Industrial Robots, 2nd European Nonlinear Oscillation Conference, Prague, 1996, 9-13 September, pp. 161-164
  3. Nikolić, I., V. Ranković, Decentralized fuzzy control of industrial robots, SCIENCE, EDUCATION AND SOCIETY, 11th International Scientific Conference, Žilina, Slovak Republic, 2003, 17-19. September, pp. 71-74
  4. V. Ranković and I. Nikolić, Application of the Takagi-Sugeno Fuzzy Controller for Identification of Robots’ Dynamical Parameters, VIII Triennial International SAUM Conference on Systems, Automatic Control and Measurements SAUM'04, Belgrade, Serbia, 2004, November 5-6, pp. 296-301
  5. V. Ranković and I. Nikolić, Tracking control of a industrial robot under uncertainty by fuzzy controller, EUROFUSE 2005, The Nineth Meeting of the EURO Working Group on Fuzzy Sets "Fuzzy for Better", Belgrade, Serbia & Montenegro, 2005, 15-18 June, pp. 217-225
  6. V. Ranković and I. Nikolić, Fuzzy Logic Controller for the Inverted Pendulum, Papers of the XL International Scientific Conference on Information, Communication and Energy Systems and Technologies, ICEST 2005, Nis, Serbia & Montenegro, 2005, 29 June to 1 July, pp. 479-482
  7. V. M. Cvjetković, M. Matijević, V. Ranković and M. Stefanović, Internet-Mediated Process Control Laboratory, IX International SAUM Conference on Systems, Automatic Control and Measurements SAUM ’07, Serbia, 2007, November 22-23, pp. 41-44, ISBN 86-85195-49-7
  8. V. Ranković and I. Nikolić, Model Predictive Control Based on the Neural Network Model, IX International SAUM Conference on Systems, Automatic Control and Measurements SAUM ’07, Serbia, 2007, November 22-23, pp. 141-144, ISBN 86-85195-49-7
  9. Jasna Radulović, Vesna Ranković, Application of RBF Neural Network and ANFIS for Electromagnetic Field Prediction around the Power Lines, 9th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services - TELSIKS, Nis, 2009, 7 - 9 October
  10. Vesna Ranković, Jasna Radulović, Environmental pollution by magnetic field arround power lines, 3. International Quality Conference, Kragujevac, 2009, 20-22 May, pp. 159-163
  11. N. Grujović, J. Borota, M. Šljivić, D. Divac, V. Ranković, Art and Design Optimized 3D Printing, 34th International Conference on Production Engineering, Niš, 2011, 28-30 September, pp. 319-322, ISBN 978-86-6055-019-6
  12. V. Ranković, N. Grujović, D. Divac, N. Milivojević, G. Milanović, Application of Soft Computing Techniques to Dam Safety Monitoring, Proceedings of the Second International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering, Crete-Greece, 2011, 6-9 September, pp. Paper 13, ISBN 978-1-905088-49-2
  13. V. Ranković, N. Grujović, D. Divac, N. Milivojević, K. Papanikolopoulos, J. Borota, Prediction of the Nonlinear Structural Behaviour by Digital Recurrent Neural Netwwork, 34th International Conference on Production Engineering, Niš, 2011, 28-30 September, pp. 403-406, ISBN 978-86-6055-019-6
  14. Vesna Ranković, Nenad Grujović, Goran Milanović, Dejan Divac, Nikola Milivojević, PREDICTION OF DAM BEHAVIOUR USING MULTIPLE LINEAR REGRESSION AND RADIAL BASIS FUNCTION NEURAL NETWORK, 10th Anniversary International Conference on Accomplishments in Electrical, Mechanical Engineering and Information Technology, Banja Luka, 2011, 26th-28th May, pp. 179-185, ISBN 978-99938-39-36-1
  15. Ranković V., Grujović N., Divac D., Milivojević N., Artificial neural network and multiple linear regression for interpretation of DAM behavior, International Conference „Science and Higher Education in Function of Sustainable Development“ –SED 2012, Užice, 2012, 4-5 October, pp. 2-20-2-25
  16. V. Ranković, M. Bojić, D. Cvetković, M. Miletić, I. Nikolić, FORECASTING ENERGY CONSUMPTION IN RESIDENTIAL HOUSE DURING HEATING PERIOD USING FEEDFORWARD NEURAL NETWORKS, 6th International Quality Conference, Kragujevac,, 2012, 7-9 June, pp. 853-860, ISBN 978 - 86 - 86663 - 82 - 5
  17. V. Ranković, M. Bojić, M. Miletić, D. Cvetković, I. Nikolić, PREDICTON OF ENERGY CONSUMPTION IN RESIDENTIAL HOUSE USING NEURO FUZZY SYSTEM, 43rd INTERNATIONAL CONGRESS & EXHIBITION ON HEATING, REFRIGERATION AND AIR CONDITIONING, Beograd, 2012, 6.December, pp. 193-200, ISBN 978-86-81505-64-9
  18. Cvetković D., Bojić M., Ranković V., Miletić M., Patou-Parvedy A., Optimization of the thermal insulation of the radiant panels, The 11th International Conference on Accomplishments in Electrical and Mechanical Engineering and Information Technology, DEMI 2013, Banja Luka, 2013, 30 May-1 June, pp. 755-764, ISBN 978-99938-39-46-0
  19. Cvetković D., Bojić M., Ranković V., Nikolić D., Skerlić J., Improving energy efficiency of panel heating systems using GSHP and PV panels, The second International Conference on Renewable Electrical Power Sources, Belgrade, 2013, 16-18 october, pp. 1-9, Paper 21, ISBN 978-86-87505-68-7
  20. Nikolić D., Aleksandrić S., Tomašević M., Radović M., Ranković V., Filipović N., Prediction of Coronary Plaque Position on Arterys with Myocardial Bridge, 4th International Congress of Serbian Society of Mechanics, Vrnjačka Banja, 2013, 4-7 June, pp. 757763, ISBN 978-86-909973-5-0
  21. Novaković A., Ranković V., Divac D., Grujović N., Milivojević N., Missing data estimation in dam structures using multiple imputaion method, 7th International Quality Conference, Kragujevac, 2013, 24th May, pp. 411-414, ISBN 978-86-86663-94-8
  22. Novaković A., Ranković V., Grujović N., Divac D., Milivojević N., Development of neuro-fuzzy model for dam seepage analysis, The 11th International Conference on Accomplishments in Electrical and Mechanical Engineering and Information Technology, DEMI 2013, Banja Luka, 2013, 30 May -June, pp. 619-624, ISBN 978-99938-39-46-0
  23. Ranković V., Bojić M., Novaković A., Cvetković D., Miletić M., Fuzzy controller synthesis for building shading control, 7th International Quality Conference, Kragujevac, 2013, 24th May, pp. 517-522, ISBN 978-86-86663-94-8
  24. Rankovič V., Bojić M., Novaković A., Miletić M., Kostić N., Building controller synthesis based on the use of MLE+ co-simulation tool, The 11th International Conference on Accomplishments in Electrical and Mechanical Engineering and Information Technology, DEMI 2013, Banja Luka, 2013, 30 May -1 June, pp. 583-588, ISBN 978-99938-39-46-0
  25. Cvetković, D., Bojić, M., Ranković, V., Kostić, N., Skerlić, J., Nikolić, D., EXPERIMENTAL PROCEDURE FOR INVESTIGATION OF ELECTRIC PANEL HEATING SYSTEMS, 8th International Quality Conference, Kragujevac, 2014, 23rd May, pp. 693-698, ISBN 978-86-6335-004-5
  26. Vesna Ranković, Milorad Bojić, Dragan Cvetković, COMPUTATIONAL INTELLIGENCE MODEL FOR THE HEAT DYNAMICS OF BUILDINGS, 8th International Quality Conference, Kragujevac, 2014, 23rd May, pp. 797-802, ISBN 978-86-6335-004-5
  27. Bojić, M., Radulović, J., Ranković, V., Nikolić, D., Bojić, Lj., Skerlić, J., Flexible Thin-film Solar Photovoltaics: Research and Application, 12th International conference on accomplishments in Electrical and Mechanical Engineering and Information Technology DEMI 2015, Banja Luka, 2015, 29. - 30. May, pp. 409 - 414, ISBN 978-99938-39-53-8
  28. Dalibor Nikolić, Igor Saveljić, Miloš Radović, Srđan Aleksandrić, Miloje Tomašević, Vesna Ranković, Nenad Filipović, Prediction of wall shear stress in the arteries with myocardial bridge by neural networks, 5th International Conference on Information Society and Technology (ICIST 2015), Kopaonik, Serbia, 2015, 8-11 March, pp. 191-194
  29. Ivan Milanković, Vesna Ranković, Miodrag Peulić, Nenad Filipović, Aleksandar Peulić, Diagnosis of Lumbar Disc Herniation using Multilayer Perceptron Neural Network, 5th International Conference on Information Society and Technology (ICIST 2015 ), Kopaonik, Serbia, 2015, 8-11 March, pp. 182-185
  30. Nikolić, D., Bojić, M., Radulović, J., Ranković, V., Skerlić, J., Energy Optimization of Serbian Buildings with PV Panels and Gas Heating System, 9th International Quality Conference, Kragujevac, 2015, 5. Jun, pp. 105 - 110, ISBN 978-86-6335-015-1
  31. Radović, M., Ranković, V., Bojić, M., Radulović, J., Layer Digital Recurrent Network for Forecasting of Long-Term Natural Gas Consumption in EU Countries, 9th International Quality Conference, Kragujevac, 2015, 5. Jun, pp. 543 - 546, ISBN 978 - 86 - 6335 - 015 - 1
  32. Radulovic J., Mijailovic N., Rankovic V., Trajanovic M., Filipovic N., Modeling of Radiation Dose of Human Head During CT Scanning Using Neural Networks, 15th International Conference on Bioinformatics and Bioengineering (BIBE), Belgrade, Serbia, 2015, November 2-4, pp. 1-4, ISBN 978-1-4673-7982-3
  33. Ranković, V., Bojić, M., Radulović, J., Nikolić, D., Skerlić, J., Modeling of the Building Thermal Behaviour usung Nonlinear System Identification, 12th International conference on accomplishments in Electrical and Mechanical Engineering and Information Technology DEMI 2015, Banja Luka, 2015, 29. - 30. May, pp. 391 - 396, ISBN 978-99938-39-53-8
  34. Rankovic, Vesna; Milankovic, Ivan; Peulic, Miodrag; Filipovic, Nenad; Peulic, Aleksandar, A fuzzy model for supporting the diagnosis of lumbar disc herniation, 15th International Conference on Bioinformatics and Bioengineering (BIBE), Belgrade, Serbia, 2015, November 2-4, pp. 1-4, ISBN 978-1-4673-7982-3
  35. Skerlić, J., Bojić, M., Nikolić, D., Radulović, J., Ranković, V., MAXIMIZING PERFORMANCES OF A SOLAR DOMESTIC HOT WATER SYSTEM THROUGH OPTIMUM POSITION OF THE SOLAR COLLECTOR, 46th International congress on heating, cooling and air-conditioning,, Belgrade, 2015, 2. - 4. Dec, pp. 209 - 216, ISBN 978-86-81505-79-3
  36. Radulovic J., Nikolic D., Skerlic J., Rankovic V., Vaskovic M., The use of new photovoltaic technologies in the building integrated systems, The 4th International Conference of Renewable Electrical Power Sources, Belgrade, 2016, October 17-18, pp. 303-312, ISBN 978-86-81505
  37. Radulovic J., Nikolic D., Skerlic J., Rankovic V., Vaskovic M., A review of photovoltaic technology for electricity generation, 10th International Quality Conference, Petrovac, Montenegro, 2016, September 28-30, pp. 138-145, ISBN 978-9940-527-49-5
  38. Vulović A, Šušteršič T, Ranković V, Peulić A, Filipović N, Comparison of Different Neural Network Training Algorithms with Application to Face Recognition Problem, FABULOUS 2016 - 2nd EAI International Conference on Future Access Enablers of Ubiquitous and Intelligent Infrastructure, Belgrade, 2016, 24–25. October, pp. 1 - 6, ISBN -
  39. Miladinović, S., Ranković, V., Babić, M., Stojanović, B., Veličković, S., Prediction of tribological behavior of aluminium matrix hybrid composites using artificial neural networks, 15th International Conference on Tribology – Serbiatrib ‘17, Kragujevac, 2017, 17. - 19. May, pp. 142 - 149, ISBN 978-86-6335-041-0
  40. Radulović, J., Nikolić, D., Skerlić, J., Vasković, M., Rankovič, V., ZERO-NET ENERGY BUILDINGS FROM ASPECT OF PV USAGE, 5th International Conference on Renewable Electrical Power Sources, Belgrade, 2017, 12. - 13. Oct, pp. 75 - 79, ISBN 978-86-81505-84-7
  41. Radulović, J., Radovič, M., Mijailović, N., Ranković, V., Trajanovič, M., IMPROVEMENT OF DIAGNOSTICS IN ORTHOPEDICS USING ELECTRICAL IMPEDANCE MEASUREMENT, 2. International conference on Quality, Kragujevac, 2017, 8. - 10. Jun, pp. 67 - 72, ISBN 978 - 86 - 6335 - 043 - 4
  42. Ranković, V., Todić, N., Vulović, S., Živković, M., Savić, S., Ranković, V., Analysis of Loads and Deformation of Valve Plate in Contact with Cylinder Block at Axial Piston Pump for Water Hydraulics, 4th South-East European Conference on Computational Mechanics, Kragujevac, 2017, 3. - 4. Jul, pp. M.2.4 1 - M.2.4 7, ISBN 978-86-921243-0-3
  43. Ranković, V., Savić, S., Todić, N., Analysis of Layer Recurrent Network to Estimate Nondimensional Velocity of the Dissociated Gas, 4th South-East European Conference on Computational Mechanics, Kragujevac, 2017, 3. - 4. Jul, pp. M.3.4 1 - M.3.4 7, ISBN 978-86-921243-0-3
  44. Šušteršič T., Ranković, V., Milovanović, V., Kovačević, V., Rasulić, L., Filpović, N., ). Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features, 12th International Conference on Information Society and Techology (ICIST), Kopaonik, Serbia, 2022, 13-16 March, pp. 11-15, ISBN 978-86-85525-24-7
  45. Vesna Ranković, Dragan Cvetković, Ilija Nikolić, Nenad Miloradović, Milorad Bojić, FORECASTING ENERGY CONSUMPTION IN RESIDENTIAL HOUSE DURING HEATING PERIOD USING FEED-FORWARD NEURAL NETWORKS, 15th Symposium on Thermal Science and Engineering of Serbia, Sokobanja, 2011, 18-21 October, pp. 80, ISBN 978-86-6055-020-2

PARTICIPATION IN INTERNATIONAL PROJECTS
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