Milan Pavlović, PhD | | Department School of Information and Communication Technologies

Milan Pavlović, PhD 

Милан Павловић
  •  Title: professor of applied studies
  •  E-mail:

 Education

Defended his Ph.D. thesis entitled ‘Room sound field characterization using multifractal analysis’ at the Faculty of Electrical Engineering, University of Belgrade, in 2019, mentored by Professor Irini Reljin, Ph.D. and Professor Miomir Mijić, Ph.D.

Graduated from the Faculty of Electrical Engineering, University of Belgrade, Department of Electronics, Automatics and Telecommunications, Major in Telecommunications, in 2004.

 Work Experience

July 2019 – today - ICT College of Vocational Studies, professor.

September 2010 – July 2019 - ICT College of Vocational Studies, lab associate. Ran lab training classes in several computer network related courses.

January 2007 – September 2010 - ICT College of Vocational Studies, lab engineer. Ran lab training classes in several telecommunications related courses.

September 2005 – January 2007 - ICT College of Vocational Studies, teaching assistant/demonstrator. Ran lab training classes in Computer Networks, Routing Protocols and Devices, Access Networks, Computer Application.

November 2004 – September 2005 - ICT College of Vocational Studies, network administrator. Ran lab training classes in Digital Telecommunications, Transport Systems, Access Networks.

 Professional Development and Affiliations

 

2006 - Seminar WiFi-WiMAX at TELFOR.

Intermediate approved installer, FutureCom Copper Solutions and Fiber Optic Solutions, LAN scape, Corning Cable Systems, Neustadt, 2006.

CISCO Networking Academy – CCNA course.

Member of "Group for Digital Image Processing, Telemedicine and Multimedia", Faculty of Electrical Engineering in Belgrade.

Participated in COST 292 Project (European cooperation in the field of scientific and technical research) - Semantic multimodal analysis of digital media, 2004-2008, supervised by dr Branimir Reljin, prof.

Participated in Innovation project of the Ministry of Science of the Republic of Serbia for 2008/2009, "Development of a system for digitization of medical images, archiving in a database and database retrieval", which is carried out by the Innovation Center of the Faculty of Electrical Engineering in Belgrade, and implemented by:

  • Faculty of Electrical Engineering, University of Belgrade and
  • ICT College of Vocational Studies in Belgrade

Professional training programme ‘An Exemplary e-Learning Teaching Method in Education’, ABACUS, 2012.

Professional training programme ‘E-teaching materials’, ABACUS, 2012.

Professional training programme ‘Communication Skills and Teacher Self-confidence Training Course’, ABACUS, 2013.

Training program for instructors at Mikrotik Academy, MTCNA - MikroTik Certified Network Associate, coordinator Sašo Jordaki, 2014.

  Instructor recertification at Mikrotik Academy, coordinator Sasho Jordaki, 2017:

  • MTCNA - MikroTik Certified Network Associate
  • MTCRE - MikroTik Certified Routing Engineer.

Training program for the certification MTCTCE - MikroTik Certified Traffic Control Engineer, 2018

Member of the FTTH Association Serbia, since 2017.

As an co-author he has published 3 practicums, the teaching materials for several courses in ICT College of Vocational Studies.

As an author or co-author he has published 42 papers, from which in international journals M21 (1), international journals M22 (1), scientific journals M51 (2), scientific journals M53 (2), proceedings of the international conferences M33 (13), proceedings of the international conferences M34 (1), and proceedings of the domestic conferences M63 (22).

Papers in international journals with impact factor:

  • M. Pavlović, D. M. Ristić, I. Reljin, and M. Mijić, “Multifractal analysis of visualized room impulse response for detecting early reflections“, Journal of the Acoustical Society of America, ISSN 0001-4966, Volume 139, Issue 5, pp. EL113-EL117 (2016); (5 pages). http://dx.doi.org/10.1121/1.4947015 (M21)
  • D. M. Ristić, M. Pavlović, D. Š. Pavlović, and I. Reljin, “Detection of early reflections using multifractals“, Journal of the Acoustical Society of America, ISSN 0001-4966, Volume 133, Issue 4, pp. EL235-EL241 (2013); (7 pages).http://dx.doi.org/10.1121/1.4793767 (M21)

Papers in international journals:

  • M. Pavlović, N. Vugdelija, R. Kojić, “The use of social networks for e learning improvement”, Hellenic Journal of Music, Education and Culture, GAPMET Publications, Volume 6, Article 3, pp. 37 – 51, November 2015, ISSN 1792-2518, http://www.hejmec. gr. (M53)
  • M. Pavlović, D. M. Ristić, “Applications of Multifractals in the Analysis of Room Impulse Response”, TELFOR JOURNAL,  Vol. 3, No. 2, pp. 116 -120, November 2011. (M53)

Papers in national journals:

  • D. M. Ristić, M. Pavlović, M. Mijić, I. Reljin, “Improvement of the multifractal method for detection of early reflections“, SERBIAN JOURNAL OF ELECTRICAL ENGINEERING, Vol. 11, No. 1, pp. 11-24, Technical Faculty Čačak Serbia, February 2014, DOI: 10.2298/SJEE131201002R (M51)
  • S. Čabarkapa, G. Zajić, M. Pavlović, N. Slavković, N. Reljin, M. Kragović, “System for digitalization of medical images based on DICOM standard“,SERBIAN JOURNAL OF ELECTRICAL ENGINEERING, vol. 6, No. 3, pp. 409-418, Technical Faculty Čačak Serbia, Decembar 2009. (M51)

Papers from international conferences:

  • M. Mitić, M. Zajeganović, N. Kurbalija, S. Čabarkapa, M. Pavlović, “Web server security”,15th International conference on Risk and safety engineering, 16-18. January, 2020. Kopaonik, Serbia, ISBN 978-86-6211-124-1
  • M. Zajeganović, N. Kurbalija, S. Čabarkapa, M. Pavlović, G. Zajić, “Simulating Internet of Things in Packet Tracer”, 6th International conference on Knowledge management and informatics, 13-14. January, 2020. Kopaonik, Serbia, ISBN 978-86-6211-123-4
  • M. Zajeganović, G. Zajić, N. Kurbalija, M. Pavlović, S. Čabarkapa, “Encryption types overview”,14th International conference on Risk and safety engineering, 11-13. January, 2019. Kopaonik, Serbia, pp. 145-150, ISBN 978-86-6211-116-6, COBISS.SR-ID 327615751
  • M. Zajeganović, G. Zajić, N. Kurbalija, M. Pavlović, S. Čabarkapa, “Simulating computer networks with Mininet”, 5th International conference on Knowledge management and informatics, 8-9. January, 2019. Kopaonik, Serbia
  • M. Pavlović, G. Zajić, M. Zajeganović, D. Ristić, I. Reljin, M. Mijić, “Classification of Room Impulse Responses using Kohonen Neural Network”, in Proc. 14th Symp. NEUREL 2018, Belgrade, Nov. 20-21, 2018.
  • G. Zajić, M. Pavlović, M. Kragović, "Advanced tools for dynamic routing protocol optimization in computer networks", International Scientific Conference on Recent Advances in IT, Tourism, Economics, Management and Agriculture – ITEMA 2017, Budapest, October 26, 2017.
  • M. Pavlović, N. Vugdelija, R. Kojić, "The use of social networks for e learning", International and European trends in Education,September 26-28, Athens, Greece, 2014.
  • M. Pavlović, D. Ristić, I. Reljin, M. Mijić, “Using nonlinear signal processing in detecting reflections in room impulse response", in Web Proc. of 6th ICT Innovations 2014, p. 313-314, Ohrid, Sept. 2014. ISSN 1857-7288
  • N. Kojić M. Pavlović, I. Reljin “Dynamic routing algorithm based on artificial intelligence”, ICIST 2012 - 2nd International Conference on Information Society Technology, 29.2. -3.3.2012. Kopaonik, Serbia. (accepted paper)
  • M. Pavlović, N. Kojić, M. Zajeganović Ivančić, I. Reljin, “Dynamic routing in wireless Ad Hoc networks”, ICIST 2011 - International Conference on Internet Society Technology and Management, 7-8 march 2011. Kopaonik, Serbia.
  • D. Ristić, M. Pavlović, I. Reljin, „Classification of Room Impulse Responses with Self-Organizing Maps“, 10th Sem. NEUREL-2010. Belgrade, Sept. 23-25, 2010.
  • N. Kojić, G. Zajić, S. Čabarkapa, M. Pavlović, V. Radosavljević, B. Reljin, ”The Influence of the Feature Vector Content on the CBIR System Efficiency”, TELSIKS 2009, 9th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, Nis-Serbia, 7.-9. October 2009.
  • M. Pavlović, „The usage of autocorrelation method for detection of coherent reflections in acoustic impulse response“, 13th International Student Conference on Electrical Engineering, POSTER 2009, May 21, 2009, Prague.
  • D. Ristić, M. Pavlović, I. Reljin, „Image Segmentation Method Based on Self-Organizing Maps and K-Means Algorithm“, 9th Sem. NEUREL-2008. Belgrade, Sept. 25-27, 2008.

Papers from national conferences:

  • Н. Којић, M. Павловић, Н. Вугделија, И. Рељин, "Унапређење динамичког протокола за рутирање применом неуралних мрежа", XXII научна и бизнис конференција, YUINFO 2017, 12.03.-15.03.2017. Копаоник, Србија
  • D. M. Ristić, M. Pavlović, D. Š. Pavlović, Irini Reljin, „Analiza im.pulsnog odziva prostorije primenom multifraktala”, Zbornik 58. konferencije ETRAN, Vrnjačka Banja, 2 - 5. juna 2014
  • M. Pavlović, D. M. Ristić, I. Reljin, M. Mijić, „Detekcija refleksija primenom nelinearne obrade vizualizovanog impulsnog odziva”, Zbornik 58. konferencije ETRAN, Vrnjačka Banja, 2 - 5. juna 2014
  • D. M. Ristić, M. Pavlović, M. Mijić i I. Reljin „Unapređenje metoda za detekciju ranih refleksija korišćenjem multifraktala”, Zbornik 57. konferencije ETRAN, Zlatibor, 3 - 6. juna 2013, str. AK 2 .1.1 -
  • J. Milošević, N. Kojić, M. Pavlović „Upravljanje i kontrola udaljenog rutera pomoću SMS-a”, XIX konferencija YU INFO 2013, Kopaonik, 3-6. mart 2013.
  • M. Pavlović, N. Kojić, D. Ristić „Primena multifraktala za detekciju koherentnih refleksija u impulsnom odzivu prostorija”, XII međunarodni naučno-stručni Simpozijum INFOTEH-JAHORINA 2013, Jahorina, 20-22. mart 2013.
  • Nenad Kojić, Milan Pavlović, Irini Reljin "Jedno rešenje distance-vector protokola za rutiranje baziranog na klasterizaciji mreže", XI međunarodni naučno-stručni Simpozijum INFOTEH-JAHORINA 2012, Jahorina, 21.-23. mart 2012.
  • D Ristić, M Pavlović, “Detekcija koherentnih refleksija u početnom delu impulsnog odziva primenom multifraktala“, TELFOR 2011, Beograd, Nov. 22-24, 2011.
  • Milan Pavlović, Marija Zajeganović Ivančić, Nenad Kojić, Irini Reljin, “Rutiranje u bežičnim mrežama bazirano na klasterizaciji primenom veštačkih neuralnih mreža”, Međunarodni naučno-stručni Simpozijum INFOTEH-JAHORINA 2011, 16.-18. mart 2011. Jahorina
  • N. Kojić, M. Zajeganović Ivančić, M. Pavlović, I. Reljin, “Poređenje karakteristika OSPF i EIGRP ruting protokola”, 17. međunarodna konferencija YU INFO 2011, 6-9 mart 2011. Kopaonik, Srbija
  • M. Pavlović, D. Ristić, „Primena multifraktala u analizi impulsnog odziva prostorija – početna istraživanja“, TELFOR 2010, Beograd, Nov. 23-25, 2010
  • S. Čabarkapa, G. Zajić, M. Pavlović, N. Slavković, N. Raljin, M. Kragović,  „Sistem za digitalizaciju medicinskih snimaka zasnovan na DICOM standardu“, 53. konferencija ETRAN, Vrnjačka Banja, Jun 15-19, 2009
  • M. Pavlović, D. Ristić, I. Reljin, „Unapređenje postupka segmentacije slike u boji primenom Kohonenovih neuralnih mreža“, Infoteh, INFOTEH-2009, Jahorina, 18-20. mart, 2009
  • N. Slavković, N. Reljin, M. Pavlović, N. Kojić, S. Čabarkapa, "Implementacija WEB orijentisanog servisa za obradu medicinskih snimaka", Naučno stručni simpozijum INFOTEH-2009, Jahorina, 18-20. mart, 2009
  • G. Zajić, N. Raljin, M. Kragović, N. Slavković, S. Čabarkapa, M. Pavlović,  „Sistem za digitalizaciju, ahiviranje i pretragu medicinskih slika“, XV YU INFO 09, Kopaonik, 8-11 mart 2009.
  • M. Pavlović, D. Ristić, „Detekcija jakih refleksija u akustičkom impulsnom odzivu autokorelacionom metodom“, TELFOR 2008, Beograd, Nov. 20-22, 2008
  • D. Ristić, M. Pavlović, „Uticaj Q-faktora sopstvenih frekvencija na izbor optimalnog odnosa dimenzija prostorije“, TELFOR 2008, Beograd, Nov. 20-22, 2008.
  • D. Ristić, M. Pavlović, I. Reljin, „Metoda segmentacije slika bazirana na izdvajanju ivica i klasterizaciji primenom modifikovanog K-means algoritma“, 52. konferencija ETRAN, jun 8-12, Palić, Srbija, 2008.
  • K. Kuzmanović, M. Pavlović, N. Trajkovski, „Metoda segmentacije slika bazirana na izdvajanju ivica i klasterizaciji“, 50. konferencija ETRAN, Beograd, Jun 6-8, 2006.
  • M. Pavlović, „DWDM i double-hop arhitekture u kablovskim distributivnim sistemima- pregled sistema“, TELFOR 2004, Beograd, Nov. 23-25, 2004.

Projects:

  • Иновациони пројекат Министарства науке Републике Србије за 2008/2009 годину, “Развој система за дигитализацију медицинских снимака, архивирање у бази података и претраживање базе података“, чији је носилац Иновациони центар Електротехничког факултета у Београду, а реализатори:
  • -    Електротехнички факултет Универзитета у Београду, -    Висока школа струковних стидија за информационе и комуникационе технологије у Београду
  • Европски пројекат, COST Action 292 “Semantic Multimodal Analysis of Digital Media”, 2004-2008 , радна група 5- руковод. др Бранимир Рељин, проф.

Books and lecture notes

  • Milan Pavlović, Milanko Kragović, Marija Zajeganović, Praktikum iz mrežnih uređaja, II izdanje, Visoka ICT škola, Beograd, 2014. (239 strana) ISBN 978-86-88245-21-0
  • Mилан Ј. Павловић, Миланко М. Краговић, Марија Б. Зајегановић, "Практикум из мрежних уређаја", Висока ICT школа, Београд, 2013. (199 страна) ISBN 978-86-88245-09-8.
  • Mилан Ј. Павловић, Миланко М. Краговић, Марија Б. Зајегановић, "Практикум из рачунарских мрежа", Висока ICT школа, Београд, 2013. (200 страна) ISBN 978-86-88245-10-8.

Citations:

Рад:

D. M. Ristić, M. Pavlović, D. Š. Pavlović, and I. Reljin, “Detection of early reflections using multifractals“, Journal of the Acoustical Society of America, ISSN 0001-4966, Volume 133, Issue 4, pp. EL235-EL241 (2013); (7 pages).http://dx.doi.org/10.1121/1.4793767 (M21)

је цитиран у:

  1. A. Fedosov. "Etude bibliographique: Détection bio-inspirée acoustique et optique d'obstacles." Master -acoustique, Institut des Sciences du Mouvement, UMR 7287 CNRS et Aix-Marseille Université, 163 av. de Luminy F-13288 Marseille, Avril 2013
  2. A. Fedosov. "Localisation de source acoustique et détection d’obstacles."Master - acoustique, Institut des Sciences du Mouvement, UMR 7287 CNRS et Aix-Marseille Université, 163 av. de Luminy F-13288 Marseille, Août 2013.

Рад:

D. Ristić, M. Pavlović, I. Reljin, „Image Segmentation Method Based on Self-Organizing Maps and K-Means Algorithm“, 9th Sem. NEUREL-2008. Belgrade, Sept. 25-27, 2008

је цитиран у:

  1. D. Napoleon, M. SivaSubramanian, M. Praneesh, S. Sathya. "Self-Organizing Map-Based Color Image Segmentation with Fuzzy C-Means Clustering and Saliency Map." International Journal of Computer Application , issue2, vol.3 (june 2012), pp. 109-117, ISSN:2250-1797
  2. E. G. Ramírez, O. M. C. Jiménez, A. D. Pérez, O. Pogrebnyak. "Grayscale Image Segmentation Based on Associative Memories." Computación y Sistemas, vol. 15 No. 2, 2011 pp. 149-162 ISSN 1405-5546
  3. E. Guzmán, O. M. C. Jiménez, A. D. Pérez, O. Pogrebnyak. "Using Associative Memories for Image Segmentation." Advances in Neural Networks, ISNN 2011, Lecture Notes in Computer Science, vol. 6677, 2011, pp 388-396, DOI:10.1007/978-3-642-21111-9_44, Online ISBN: 978-3-642-21111-9
  4. D. Chi, “Self-Organizing Map-Based Color Image Segmentation with k-Means Clustering and Saliency Map,” ISRN Signal Processing, vol. 2011, Article ID 393891, 18 pages, 2011. doi:10.5402/2011/393891
  5. S.U. Indira, A.C. Ramesh.“Image Segmentation Using Artificial Neural Network and Genetic Algorithm: A Comparative Analysis,” International Conference on Process Automation, Control and Computing (PACC), pp. 1-6. DOI: 10.1109/PACC.2011.5979059

Рад:

S. Čabarkapa, G. Zajić, M. Pavlović, N. Slavković, N. Reljin, M. Kragović, “System for digitalization of medical images based on DICOM standard”, Serbian Journal of Electrical Engineering, vol. 6, iss. 3, pp. 409-418, 2009.

је цитиран у:

  1. O. M. Olaniyi, O. Adebayo, R. Jane. "Development of an Electronic Medical Image Archiving System for Health Care in Nigeria." International Journal of Computer and Information Technology (IJCIT), vol. 2, iss. 4, Paper 020425. (http://ijcit.com/archives/volume2/issue4/Paper020425.pdf)
  2. A. Sagi, A. Sabo, B. Kuljic, and T. Szakall. "Challenges of implementation of intelligent information systems in transforming the healthcare system in the Republic of Serbia." In Computational Intelligence and Informatics (CINTI), 2012 IEEE 13th International Symposium on, pp. 289-292. IEEE, 2012.