Vladimir Mladenović

Dr Vladimir Mladenović
Full Professor
Department of Information Technologies

Faculty of Technical Sciences Čačak1

University of Kragujevac

65, Svetog Save St.

32102 Čačak
Serbia


Phone:  +381 032/302-734

Fax: +381 032/342-101

Office No: 130

 vladimir.mladenovic@ftn.kg.ac.rs

Српски Srpska verzija

CV Curriculum Vitae

Contemporary software architecture
Multimedia systems
Data security
Internet of things
Contemporary Communication Systems  (MSc)
Web programming (MSc)
Contemporary network technologies (PhD)
Applied computer vision (PhD)

Digital innovation lab
 

BASIC INFORMATION

Dr. Vladimir Mladenovic was born in 1975. He finished primary and secondary school in Paracin. He finished the Faculty of Electronic Engineering, University of Nis, in 2000. He acquired the title of Master of Science degree at the same university in 2005, and a doctor of technical sciences earned from the Technical Faculty in Cacak, the University of Kragujevac in 2009.

JOB CARRIER

Vladimir Mladenovic worked in the Serbian glass factory in Paracin as an IT manager since 2001. to 2004, as well as a teacher of courses in the field of electrical engineering since 2004. to 2009. As a professor of professional studies in the department of electrical engineering, he worked since 2009. up to 2013.
He is the author of more than 90 scientific papers published in conferences and journals of national and international importance. He is the owner and inventor of three patents of which one is in commercial use. He is a licensed engineer to transfer technologies by the World Intellectual Property Organization ( World Intellectual Property Organization - WIPO) and the Intellectual Property Office of Serbia, a member of the IEEE, the Association of Engineers and Technicians of Serbia, and President of the Society for Innovation and technical-technological development Paracin.

RESEARCH AREAS OF INTEREST

The main areas of research are 5G EDGE computing, wireless communication, IoT, Artificial intelligence, machine learning, neural networks, deep learning, Image processing and computer vision, Symbolic computation and processing, and Fast algorithms.

INDUSTRIAL PORTFOLIO

  • Senior AI architect
  • 5G Service solution expert

PUBLICATIONS (selected)

  1. ​A. Kar, R. Bodile, V. Mladenovic, P. Sooraksa, S. Sivapatham, A Deep Neural Network-Correlation Phase Sensitive Mask Based Estimation To Improve Speech Intelligibility, Applied Acoustics, Volume 212, September 2023, 109592 (M2x)
  2. M. Lutovac-Banduka, D. Milosevic, Y. Cen, A. Kar, V. Mladenovic, Graphical User Interface for Design, Analysis, Validation, and Reporting of Continuous-Time Systems using Wolfram Language, World Scientific Publishing - Journal of Circuits, Systems, and Computers, February 2023 https://www.worldscientific.com/doi/10.1142/S0218126623502444,  (M2x)
  3. Fanghui Zhang, Shichao Kan, Damin Zhang, Yigang Cen, Linna Zhang, Vladimir Mladenovic, A Graph Model-based Multiscale Feature Fitting Method for Unsupervised Anomaly Detection, Pattern Recognition, February 2023, https://doi.org/10.1016/j.patcog.2023.109373, https://www.sciencedirect.com/science/article/abs/pii/S0031320323000742,  (M2x)
  4. S. Kan, Z. He, Y. Cen, Y. Li, V. Mladenovic, and Z. He, Contrastive Bayesian Analysis for Deep Metric Learning, Transactions on Pattern Analysis and Machine Intelligence, 2022, ISSN: 0162-8828 https://arxiv.org/pdf/2210.04402.pdf, (M21a)
  5. S. Miletic, I. Pokrajac, K. Pena-Pena, G. Arce, V. Mladenovic, A multigraph-defined distribution function in a simulation model of a communication network, A special issue of Entropy, 2022, Vol. 24(9), 1294, ISSN: 1099-4300, pp 1-15, https://doi.org/10.3390/e24091294, https://www.mdpi.com/1099-4300/24/9/1294, (Corresponding author) (M22)
  6. SC Kan, Y. Cen, Y. Li, Y. Cen, V. Mladenovic, Z. He, Local Semantic Correlation Modeling over Graph Neural Networks for Deep Feature Embedding and Image Retrieval, IEEE Transaction Image processing, 2022, Vol. 31, ISSN 1057-7149, pp 2988-3003, https://ieeexplore.ieee.org/document/9749974, (M21a)
  7. D. Sowjanya, S. Sivapatham, A. Kar, V. Mladenovic, Mask estimation using phase information and inter-channel correlation for speech enhancement, Circuits, Systems, and Signal Processing, 2021, Vol. 41, ISSN 0278-081X, pp 4117–4135,https://link.springer.com/article/10.1007/s00034-022-01981-0, (M22)
  8. M. Milošević, V. Mladenović, U. Pešović, Evaluation of HTTP/3 Protocol for Internet of Things and Fog Computing Scenarios, , Studies in Informatics and Control Journal, 2021, Vol. 30(3), ISSN 1220-1766, pp 75-84, https://sic.ici.ro/wp-content/uploads/2021/09/Art.-7-Issue-3-2021.pdf, (Други аутор) (M23)
  9. A. Kar, G. Gowtham, A. Anand, T. Padhi, P. Sooraksa, V. Mladenovic, A family of adaptive Volterra filters based on maximum correntropy criterion for improved active control of impulsive noise, Circuits, Systems, and Signal Processing, 2021, Vol. 41, ISSN 0278-081X, pp 1019–1037, https://link.springer.com/article/10.1007/s00034-021-01821-7, (M22)
  10. Y. Jin, Y. Zhang, Y. Cen, Y. Li, V. Mladenovic, V. Voronin, Pedestrian Detection with Super-resolution Reconstruction for Low-Quality Image, Pattern Recognition, 2021, Vol. 115, ISSN 0031-3203, pp 1-15, https://doi.org/10.1016/j.patcog.2021.107846, (M21a)
  11. S. Kan, Y. Cen, Y. Cen, V. Mladenovic, Y. Li, Z. He, Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval, IEEE Transactions on Image Processing, 2020, Vol. 30, ISSN 1057-7149, pp 501-516, ieeexplore.ieee.org/document/9259243, (M21a)
  12. N. Stefanovic, M. Blagojevic, I. Pokrajac, M. Greconici, Y. Cen, V. Mladenovic, A Symbolic Encapsulation Point as Tool for 5G Wideband Channel Cross-Layer Modeling, A special issue of Entropy, 2020, Vol. 22(10), 1151, ISSN 1099-4300; pp 1-18, https://www.mdpi.com/1099-4300/22/10/1151, (Corresponding author) (M22)
  13. C. Stefanovic, S. Panic, V. Mladenovic, S. Jovkovic, M. Stefanovic, Higher order statistics of cooperative mobile-to-mobile relay communications over composite fading channels, International Journal of Ad Hoc and Ubiquitous Computing (IJAHUC), 2020, Vol. 35(2), pp 61-70, ISSN 1743-8225, https://www.inderscience.com/info/inarticle.php?artid=109792, (M23)
  14. S. Sankara, A. Kar, S. Burraa, M.N.S.Swamy, V. Mladenovic, Nonlinear Acoustic Echo Cancellation with Kernelized Adaptive Filters, Applied Acoustics, Elsevier, 2020, Vol. 166, ISSN 0003-682X, pp. 1-7, https://linkinghub.elsevier.com/retrieve/pii/S0003682X20301080, (M22)
  15. M. Lutovac, V. Mladenović, M. Lutovac, Development of  Aeronautical Communication System for Air Traffic Control Using OFDM and Computer Algebra Systems, Journal Studies in Informatics and Control, Vol. 22, No. 2, June 2013, pp 205-212, ISSN: 1220-1766, http://sic.ici.ro/, (M23)
  16. V. Mladenović, M. Lutovac, D. Porrat, Symbolic Analysis as Universal Tool for Deriving Properties of Non-linear Algorithms – Case study of EM Algorithm, Journal of Applied Sciences, Acta Polytechnica Hungarica, Vol. 11(2), ISSN 1785-8860, pp 117-136, http://uni-obuda.hu/journal/Mladenovic_Lutovac_Porrat_48.pdf, 2013. (M22)
  17. Mladenovic, V., Milosevic, D., Lutovac, M., Cen, Y., Debevc, M. An Operation Reduction Using Fast Computation of an Iteration-Based Simulation Method with Microsimulation-Semi-Symbolic Analysis, A special issue of Entropy 2018, Vol. 20(1), 62; doi:10.3390/e20010062, ISSN 1099-4300, http://www.mdpi.com/1099-4300/20/1/62 (M22)
  18. Zhang, F., Cen, Y., Ruizhen, Z., Hua, S., Mladenovic, V., Multi-separable dictionary learning, Signal Processing, https://doi.org/10.1016/j.sigpro.2017.06.023, ISSN 0165-1684, February 2018, Vol. 143, pp 354-363, http://www.sciencedirect.com/science/article/pii/S0165168417302335 (M21)
  19. Kan, S.C., Cen, Y.-G., Cen, Y., Wang, Y.-H., Voronin, V., Mladenovic, V., Zen, M., SURF Binarization and Fast Codebook Construction for Image Retrieval, Journal of Visual Communication and Image Representation, https://doi.org/10.1016/j.jvcir.2017.08.006, ISSN 1047-3203, November 2017, Vol. 49, pp 104-114 http://www.sciencedirect.com/science/article/pii/S1047320317301694, (M21)
  20. Mladenovic, V., Milosevic, D. Lutovac, M., An Operation – Reduced Calculation Method for Solving Complex Communication Systems, Studies in Informatics and Control, https://doi.org/10.24846/v26i2y201709, ISSN 1220-1766, June 2017, Vol. 26(2), pp. 213-218, https://sic.ici.ro/wp-content/uploads/2017/06/SIC-2-2017-Art.9.pdf (M23)
  21. Mladenovic, V., Makov, S., Voronin, V., Lutovac, M. An iteration-based simulation method for getting semi-symbolic solution of non-coherent FSK/ASK system by using computer algebra systems, Studies in Informatics and Control, https://doi.org/10.24846/v25i3y201604, ISSN 1220-1766, September 2016, Vol. 25(3), pp. 303-312, https://sic.ici.ro/wp-content/uploads/2016/09/SIC-3-2016-Art4.pdf

PATENTS

  1. The internet-based body position coordinate tracking system, Patent number 1762U1, Application No 2022/7102 MP-2022/31, Date of patent: 17.02.2022. Intellectual Property Office of Republic of Serbia
  2. System for measuring temperature, air humidity and land humidity in a greenhouse based on internet of things, Patent number 1755U1, Application No 2022/4929 MP-2022/17, Date of patent: 11.02.2022. Intellectual Property Office of Republic of Serbia
  3. IoT video surveillance system, Patent number 1758U1, Application No 2022/4932 MP-2021/0101, Date of patent: 17.05.2022. Intellectual Property Office of Republic of Serbia
  4. The internet-based smartwatch data collection system, Patent number 1756U1, Application No 2022/4409 MP-2021/0028, Date of patent: 04.05.2022. Intellectual Property Office of Republic of Serbia
  5.  
  6. The internet-based smartwatch data collection system System for measuring temperature, air humidity and land humidity in a greenhouse based on internet of things, Patent number 1755U1, Application No 2022/4329 MP-2021/0017, Date of patent: 28.04.2022. Intellectual Property Office of Republic of Serbia
  7. Microcloud system for storing data via the internet, Patent number 1753U1, Application No 2022/3450 MP-2021/099, Date of patent: 01.04.2022. Intellectual Property Office of Republic of Serbia
  8. The smart doorbell system based on the Internet of Things, Patent number 1750U1, Application No 2022/3061 2021/022, Date of patent: 22.03.2022. Intellectual Property Office of Republic of Serbia
  9. Video surveillance system over the internet based on the device for the face recognition, Patent number 1747U1, Application No 2022/2534 MP-2021/0100, Date of patent: 09.03.2022. Intellectual Property Office of Republic of Serbia
  10. Fire detection system based on internet of things, Patent number 1727U1, Application No 2021/10020 MP-2021/0018, Date of patent: 16.08.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077999748/publication/RS1727U1?q=pn%3DRS1727U1
  11. The smart room system based on the internet of things, Patent number 1723U1, Application No 2021/9203 MP-2021/0013, Date of patent: 23.07.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077638277/publication/RS1723U1?q=ti%20all%20%22The%20smart%20room%20system%20based%20on%20the%20internet%20of%20things%22
  12. QR code–based baggage tracking system, Patent number 1722U1, Application No 2021/8859 MP-2021/0035, Date of patent: 16.07.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077638273/publication/RS1722U1?q=ti%20all%20%22QR%20code%E2%80%93based%20baggage%20tracking%20system%22
  13. Security insurance system for residential buildings, Patent number 1721U1, Application No 2021/8852 MP-2021/0031, Date of patent: 16.07.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077638272/publication/RS1721U1?q=ti%20all%20%22Security%20insurance%20system%20for%20residential%20buildings%22
  14. A system for measuring the quality of running water based on the Internet of Things, Patent number 1718U1, Application No 2021/8796 MP-2021/0026, Date of patent: 15.07.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077163706/publication/RS1718U1?q=ti%20all%20%22A%20system%20for%20measuring%20the%20quality%20of%20running%20water%20based%20on%20the%20Internet%20of%20Things%22
  15. An Internet of Things – based grocery tracking information system, Patent number 1714U1, Application No 2021/7816 MP-2021/0034, Date of patent: 24.06.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/077163712/publication/RS1714U1?q=ti%20all%20%22An%20Internet%20of%20Things%20based%20grocery%20tracking%20information%20system%22
  16.  
  17. System for remote control of smart lighting based on internet of things, Patent number 1711U1, Application No 2021/7319 МP-2021/0016, Date of patent: 14.06.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/076635495/publication/RS1711U1?q=ti%20all%20%22System%20for%20remote%20control%20of%20smart%20lighting%20based%20on%20internet%20of%20things%22
  18. System for predicting fruit yields, Patent number 1698U1, Application No 2021/2894 МP-2020/0037, Date of patent: 10.03.2021. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/075375308/publication/RS1698U1?q=ti%20all%20%22System%20for%20predicting%20fruit%20yields%22
  19. Device for automatic street delivery and payment of products from kiosk using a rotary crane, Patent number 1401U1, Application No 2012/5904 МP-2014/0045, Date of patent: 09.09.2014. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/052598447/publication/RS1401U1?q=ti%20all%20%22Device%20for%20automatic%20street%20delivery%20and%20payment%20of%20products%20from%20kiosk%20using%20a%20rotary%20crane%22
  20. Wireless monitoring system for positioning, tracking, and text and voice data exchange, Patent number 1328U, Application No 2012/5904 МP-2012/0069, Date of patent: 09.05.2013. Intellectual Property Office of Republic of Serbia, https://worldwide.espacenet.com/patent/search/family/049084690/publication/RS1328U?q=ti%20all%20%22Wireless%20monitoring%20system%20for%20positioning%2C%20tracking%2C%20and%20text%20and%20voice%20data%20exchange%22
  21. Electronic tour guide for Android platform with the development of the multimedia travel book, Patent number 1268U, Application No 2012/3692 МP-2011/0068, Date of patent: 18.05.2012. Intellectual Property Office of Republic of Serbia http://www.zis.gov.rs/upload/documents/pdf_sr/pdf/glasnik/GIS_2012/GIS_2012_4.pdf