Dodatne informacije

• Lični podaci

• Datum rođenja: 7.11.1974.
• Mesto rođenja: Niš

• Obrazovanje

• Fakultet: Elektronski
• Odsek / Grupa / Smer: Računarska tehnika i informatika
• Godina diplomiranja: 1999.

• Spisak publikacija

• Monografije i poglavlja u monografijama:

  S. Spolaor, M. Gribaudo, M. Iacono, T. Kadavy, Z. Oplatková, G. Mauri, S.Pllana, R. Senkerik, N. Stojanovic, E. Turunen, A. Viktorin, S. Vitabile, A.Zamuda, M. Nobile. “Towards Human Cell Simulation“, in High-Performance Modelling and Simulation for Big Data Applications, Editors: J. Kolodziej and H. Gonzalez-Velez, LNCS 11400, pp. 186–220, 2019. ISBN 978-3-030-16272-6   https://www.springer.com/gp/book/9783030162719, doi : 10.1007/978-3-030-16272-6_8.- M13

  
  

  Dragan Stojanović, Bratislav Predić, Natalija Stojanović, 2016. Mobile crowd sensing for smart urban mobility. In: Capineri, C, Haklay, M, Huang, H, Antoniou, V, Kettunen, J, Ostermann, F and Purves, R. (eds.) European Handbook of Crowdsourced Geographic Information, Pp. 371–382. London: Ubiquity Press. DOI: http://dx.doi.org/10.5334/bax. License: CC-BY 4.0. – M13

• Knjige i udžbenici:

  Natalija Stojanović, Bratislav Predić, Valentina Nejković, Miloš Bogdanović, Martin Jovanović, Nikola Davidović, Aleksandar Milenković, „Zbirka zadataka iz Uvoda u računarstvo“, Pomoćni udžbenik, Elektronski fakultet u Nišu, 2018,  ISBN: 978-86-6125-206-8.

  
  

  Suzana Stojković, Natalija Stojanović, Dragan Stojanović, „Uvod u računarstvo“, Osnovni udžbenik, Elektronski fakultet u Nišu, 2014, ISBN: 978-86-6125-112-2

  
  

  Leonid Stoimenov, Dragan Janković, Dejan Rančić, Vladimir Ćirić, Natalija Stojanović, Oliver Vojinović, Nikola Davidović, Nataša Veljković, „Algoritmi i programiranje - zbirka rešenih zadataka“, Pomoćni udžbenik, Računarstvo, Elektronski fakultet u Nišu, 2012,  ISBN: 978-86-6125-069-9.

  
  

   

• Radovi u časopisima sa IMPACT faktorom:

  Natalija Stojanovic, Dragan Stojanovic, „Parallelizing Multiple Flow Accumulation Algorithm using CUDA and OpenACC“ ISPRS Int. J. Geo-Inf. 2019, Special Issue Distributed and Parallel Architectures for Spatial Data, 8(9), 386. https://doi.org/10.3390/ijgi8090386, M22, IF2019-2.239.

  
  

  Natalija Stojanović, Dragan Stojanović, „Accelerating Multiple Flow Accumulation Algorithm using MPI on a Cluster of Computers.“, Studies in Informatics and Control, National Institute for R&D in Informatics, Vol. 29, No. 3, September 2020, pp. 307-316.    ISSN 1220-1766.     M22, IF2019 = 2.102.

  
  

  Natalija Stojanović, Emina Milovanović „Teaching Introductory Parallel Computing Course with Hands-On Experience“, International  Journal of Engineering  Education, Dublin Institute of Technology, Tempus Publications, Vol. 31, No. 5,  2015, pp. 1343-1351.    ISSN 0949-149X.–M23, IF2016=0.609. https://www.ijee.ie/latestissues/Vol31-5/17_ijee3078ns.pdf https://www.ijee.ie/contents/c310515.html

  
  

   

  
  

  Natalija Stojanović, Dragan Stojanović, „High-Performance Processing and Analysis of Geospatial Data Using CUDA on GPU“, Advances in Electrical and Computer Engineering,  Stefan cel Mare University of Suceava, Vol. 14, No. 4, 2014, pp. 109-114. ISSN: 1582-7445, DOI: 10.4316/AECE.2014.04017.   M23, IF2013=0.642 http://www.aece.ro/abstractplus.php?year=2014&number=4&article=17

  
  

  Natalija Stojanović, Dragan Stojanović, „A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data“, Studies in Informatics and Control, National Institute for R&D in Informatics, Vol. 24, No. 2, June 2015, pp. 229-236.    ISSN 1220-1766.    M23, IF2014 = 0.913   http://sic.ici.ro/?page_id=2948

  
  

  Emina Milovanović, Mile Stojčev, Natalija Novaković, Teufik Tokić, Igor Milovanović, "Matrix-Vector Multiplication on Fixed-Size Linear Systolic Array", Computers and Mathematics with Applications, Elsevier, Volume 40, Issues 10-11, pp.1189-1203, 2000, ISSN: 0898-1221. (M23)   http://dx.doi.org/10.1016/S0898-1221(00)00231-5

  
  

  Natalija Stojanović, Emina Milovanović, Ivan Stojmenović, Igor Milovanović, Teufik Tokić, "Mapping Matrix Multiplication Algorithm onto Fault-Tolerant Systolic Array", Computers and Mathematics with Applications, Elsevier, Volume 48, Issues 1-2, pp. 275-289, 2004, ISSN: 0898-1221. (M23)  http://dx.doi.org/10.1016/j.camwa.2002.12.016

• Radovi u ostalim časopisima:

  Natalija M. Stojanović,          Dragan H. Stojanović, „Big mobility data analytics for traffic monitoring and control“,  Scientific Journal Facta Universitatis Series: Automatic Control and Robotics Vol. 19, No 2, 2020, pp. 87-102. DOI: 10.22190/FUACR2002087S ,           ISSN 1820-6417 – M52 

  
  

   http://casopisi.junis.ni.ac.rs/index.php/FUAutContRob/article/view/6720

  
  

  Natalija Stojanović, Dragan Stojanović, “High-performance computing in GIS: techniques and applications”, International Journal of Reasoning-based Intelligent Systems - IJRIS, Inderscience Publishers, Vol. 5, No. 1, 2013, pp. 42-49. ISSN: 1755-0556 (Print), ISSN: 1755-0564 (Online), DOI: 10.1504/IJRIS.2013.055126  M24 http://www.inderscience.com/info/inarticle.php?artid=55126

  
  

   

  
  

  Natalija M. Stojanović,  Dragan H. Stojanović, „Processing and analysis of big trajectory data using MapReduce“,  Scientific Journal Facta Universitatis Series: Automatic Control and Robotics Vol. 14, No 1, 2015, pp. 19-27. ISSN 1820-6417 – M52

  
  

  http://casopisi.junis.ni.ac.rs/index.php/FUAutContRob/article/view/693/628

  
  

  Dragan Stojanović, Natalija Stojanović, “Indoor localization and tracking: methods, technologies and research challenges“, Scientific Journal Facta Universitatis Series: Automatic Control and Robotics Vol. 13, No 1, 2014, pp. 57 – 72. ISSN 1820-6417 – M52

  
  

  http://casopisi.junis.ni.ac.rs/index.php/FUAutContRob/article/view/208/88

  
  

  Michael Bekakos, Igor Milovanović, Emina Milovanović, Natalija Stojanović,  “Fault-tolerant linear systolic arrays for matrix-vector multiplication”, Neural parallel and scientific computations, Dynamic Publishers, Inc., Volume 14, Issues 2-3, pp. 241-258, 2006, ISSN: 1061-5369. (M52)   http://www.zentralblatt-math.org/ioport/en/?q=ut:systolic%20arrays

  
  

  Teufik Tokić, Emina Milovanović, Natalija Novaković, Igor Milovanović, Mile Stojčev, "Matrix multiplication on non-planar systolic arrays", Scientific Journal Facta Universitatis – Series Electronics and Energetics, Volume 13, Issue 2, pp.157-166 2000, ISSN: 0353-3670. (M24)  http://factaee.elfak.ni.ac.rs/fu2k02/fu02.pdf

  
  

  Emina Milovanović, Natalija Stojanović, “Teaching tools for parallel processing”, Scientific Journal Facta Universitatis – Series Electronics and Energetics, Volume 18, Issue 2, pp. 219-224, 2005, ISSN: 0353-3670. (M24)  http://factaee.elfak.ni.ac.rs/fu2k52/Ema.pdf

  
  

  Natalija Novaković, Emina Milovanović, Mile Stojčev, Teufik Tokić, Igor Milovanović, “Optimization of Bidirectional Systolic Array for Matrix-Vector Multiplication”, Journal of Electrotechnics and Mathematics, Volume 4, Issue 1, pp. 35-40, 1999, ISSN: 0354-9399. (M52)

  
  

  Michael Bekakos, Emina Milovanović, Natalija Stojanović, Teufik Tokić, Igor Milovanović, Ivan Milentijević, "Transformation matrices for systolic array synthesis", Journal of Electrotechnics and Mathematics, Volume 7, Issue 1, pp. 9-15, 2002, ISSN: 0354-9399. (M52)

  
  

  Emina Milovanović, Branislav Randjelović, Igor Milovanović, Natalija Novaković, “Systolic Array Synthesis Under Predefined Constraints”, Journal of Electrotechnics and Mathematics, Volume 8, Issue 1, pp. 31-38, 2003, ISSN: 0354-9399. (M52)

  
  

  Emina Milovanović, Natalija Stojanović, Igor Milovanović, Diana Doličanin, “Fault-tolerant unidirectional systolic array for matrix-vector multiplication”, Journal of Electrotechnics and Mathematics, Volume 10, Issue 1, pp. 13-23, 2005, ISSN: 0354-9399. (M52)

  
  

   

  
  

   

• Radovi na naučnim skupovima međunarodnog značaja:

  Dragan Stojanovic, Natalija Stojanovic, Igor Djordjevic, Aleksandra Stojnev Ilic, “Sensor Fusion and Big Mobility Data Analytics for Activity Recognition”, 14^th Telsiks Conference, Nis, Serbia, 23-25. October 2019, pp. 66-.69.-M33

  
  

  Natalija Stojanovic, Dragan Stojanovic, Vladimir Ciric, “Processing of Big DNA sequence alignment on Hadoop cluster”, 14th TELSIKS Conference, Nis, Serbia, 23-25. October 2019, pp. 62 -65. -M33

  
  

  Natalija Stojanovic, Dragan Stojanovic “ A Hybrid Approach for Parallelization of Watershed Analysis Algorithm ”, 13th SAUM Conference, Nis, Serbia, 9-11. November 2016, pp. 163 -166. -M33

  
  

  Vladimir Ćirić, Filip Živanović, Natalija Stojanović, Emina Milovanović, Ivan Milentijević, "Dataflow of Matrix Multiplication Algorithm through Distributed Hadoop Environment", Proceedings on 6th International Conference on Information Society and Technology (ICIST 2016), Vol.1, pp.46-49, 2016. -M33

  
  

  Dragan Stojanovic, Natalija Stojanovic, Jovan Turanjanin, “Processing Big Trajectory and Twitter Data Streams using Apache STORM”, 12^th Telsiks Conference (IEEE), Nis, Serbia, Oct 14-17, 2015, pp. 322-325.

  
  

  Dragan Stojanovic, Natalija Stojanovic, “Processing of big spatio-temporal data using MapReduce”, ICEST 2014, Vol. 1, pp. 101-104.

  
  

  Natalija Stojanovic, Dragan Stojanovic, “Performance Improvement of Viewshed Analysis Using GPU”, Proc.: 11^th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, TELSIKS 2013, (B. Milovanović, ed.), Niš, IEEE & FEE , Vol.2, pp. 397-400.

  
  

  Filip Živanović, Vladimir Ćirić, Natalija Stojanović, Ivan Milentijević, “Optimized one iteration MapReduce algorithm for matrix multiplication”, IcEtran  2015.

  
  

  Natalija Stojanovic, Dragan Stojanovic, “Improving performance of geospatial data processing using OpenMP”, ICEST 2013, Vol.1, pp. 203-206.

  
  

  Natalija Stojanovic, Dragan Stojanovic,” Parallel Processing of Geospatial Data on Many-core GPU Processors”, XI International SAUM Conference on Systems, Automatic Control and Measurements Niš, Serbia, November 14th-16th, 2012, Vol.1, pp. 52-55.

  
  

  Natalija Stojanovic, Dragan Stojanovic, “High-performance processing of geospatial data on network of workstations”, Proc.: 10^th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, TELSIKS 2011, (B. Milovanović, ed.), Niš, IEEE & FEE , October 5-8, 2011, Vol.1, pp. 200-203.

  
  

  Igor Milovanović, Emina Milovanović, Mile Stojčev, Natalija Novaković, “Matrix-vector Multiplication on Fixed-size Systolic Arrays”, Proc.: 4^th Hellenic European Conference on Computer Mathematics and Applications, HERCMA’98, Athens’98, LEA, Volume 1, 1999, pp. 291-297, ISBN: 960-85176-7-2. 

  
  

   Teufik Tokić, Emina Milovanović, Natalija Novaković, Igor Milovanović, Mile Stojčev, “Matrix Multiplication on Non-planar Systolic Arrays”, Proc.: 4^th  International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, TELSIKS’99, (B. Milovanović, ed.), Niš ’99, IEEE & FEE, Volume 1, 1999, pp. 514-517, ISBN: 0-7803-5768-X.

  
  

  Igor Milovanović, Emina Milovanović,  Teufik Tokić, Natalija Stojanović, Mile Stojčev, "A Family of Bidirectional Systolic Arrays for Matrix-Vector Multiplication", Proc. International Conference  TCSET' 2002, (I. Prudiys, ed.), Lviv-Slavsko, Ukraine, 2002, pp. 90-92.

  
  

  Emina Milovanović, Natalija Stojanović, Igor Milovanović, Teufik Tokić, Mile Stojčev, "Optimizing AT² Maesure of Hexagonal Systolic Arrays", Proc.: 23^nd International Conference on Microelectronics, MIEL 2002, Niš, IEEE, Volume 2, 2002, pp. 629-632, ISBN:0-7803-7235-2.

  
  

  Emina Milovanović, Igor Milovanović, Natalija Stojanović, Teufik Tokić, Mile Stojčev, "Fault-tolerant Systolic Array for Matrix Multiplication", Proc.: XXXVII International Scientific Conference on Information, Communication and Energy Systems and Technologies, ICEST 2002, Niš, FEE, Volume 1, 2002, pp. 275-278, ISBN:86-80135-69-0.

  
  

  Igor Milovanović, Emina Milovanović, Teufik Tokić, Ivan Milentijević, Natalija Stojanović, “A problem of Optimizing Space Parameters in Systolic Array Designs”, Proc.: Second Conference of Informatics and Information Technology, CiiT’01, Univ. Skopje, Institute of Informatics (PMF Skopje), 2001, pp. 273-281, ISBN:9989-668-28-0.

  
  

  Emina Milovanović, Igor Milovanović, Natalija Stojanović, Teufik Tokić, Mile Stojčev, “Fault-Tolerant Array for Matrix Multiplication”, Proc.: Second Conference of Informatics and Information Technology, CiiT’01, Univ. Skopje, Institute of Informatics (PMF Skopje), 2001, pp. 260-272, ISBN:9989-668-28-0.

  
  

  Emina Milovanović, Igor Milovanović, Branislav Randjelović, Natalija Stojanović, “A Problem of Selecting Systolic Algorithm for a Given Mathematical Model”, Proc.: First Balkan Conference in Informatics, Thessaloniki’03, (Y. Manolopulos, P. Spirakis, eds.), Publishimg Centre T.E.I. of Thessaloniki, 2003, pp. 413-425.

  
  

  Emina Milovanović, Natalija Stojanović, Igor Milovanović, “Mapping Matrix-Vector Multiplication Algorithm onto Fault-Tolerant Unidirectional Systolic Array”, Proc.:7^th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, TELSIKS 2005, (B. Milovanović, ed.), Niš, IEEE & FEE, Volume 1, 2005, pp. 65-68, ISBN:07803-9164-0.

  
  

  Natalija Stojanović, Igor Milovanović, Mile Stojčev, Emina Milovanović, . “Matrix-vector Multiplication on a Fixed Size Unidirectional Systolic Array“, Proc.: 8^th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, TELSIKS 2007, (B. Milovanović, ed.), Niš, IEEE & FEE ,Volume 2, 2007, pp. 457-460, ISBN:1-4244-1467-9.

• Radovi na domaćim naučnim skupovima:

  Strahinja Djurkovic, Vladimir Ciric, Natalija Stojanovic, "Evaluation and comparison of homogeneous and heterogeneous Hadoop clusters using TeraSort algorithm", Proceedings on 62nd ETRAN conference, Palic, Serbia, June 2018, pp. 457-460.-M63

  
  

  Natalija Stojanovic, Dragan Stojanovic, “Obrada prostorno-vremenskih podataka korišćenjem paralelnih i distribuiranih računarskih tehnika”, YUINFO 2012, pp. 107-111.

  
  

  E. I. Milovanović, N. M. Novaković, M. K. Stojčev, T. I. Tokić, I. Z. Milovanović, “Optimizacija heksagonalnih sistoličkih polja za množenje matrica”, ETRAN ’99, Zlatibor '99. pp. 74-77.

  
  

  T. I. Tokić, N. M. Novaković, E. I. Milovanović, I. Z. Milovanović, I. Z. Milentijević, “Optimizacija bidirekcionih sistoličkih polja za množenje matrice i vektora", YU INFO '99, Kopaonik '99. 

• Tehnička rešenja:

  Mobilni GIS-KP-Prototip, 2014.

  
  

  Autori: Dejan Rančić, Dragan Stojanović, Bratislav Predić, Marko Kovačević, Miloš Bogdanović, Nikola Jajac, Nikola Davidović, Aleksandar Milosavljević, Aleksandar Dimitrijević, Vladan Mihajlović, Igor Antolović i Natalija Stojanović - M85 - prototip

  
  

  http://www.elfak.ni.ac.rs/rs/nauka/projekti/tehnicka-resenja/2252-mobilni-gis-kp-prototip

  
  

  Dektop GIS-KP-Prototip, 2013. - M85 – prototip

  
  

  Autori: Dejan Rančić, Aleksandar Milosavljević, Marko Kovačević, Aleksandar Dimitrijević, Vladan Mihajlović, Bratislav Predić, Igor Antolović, Miloš Roganović, Nikola Jajac, Natalija Stojanović i Branislav Ranđelović

  
  

  http://www.elfak.ni.ac.rs/rs/nauka/projekti/tehnicka-resenja/1285-desktop-gis-kp-prototip

  
  

  Mobilni GIS-KP-Proširenje za prikupljanje podataka, 2014.- M85 – prototip

  
  

  Autori: Dejan Rančić, Dragan Stojanović, Igor Antolović, Aleksandar Milosavljević, Marko Kovačević, Aleksandar Dimitrijević, Vladan Mihajlović, Bratislav Predić, Miloš Roganović, Nikola Jajac, Nikola Davidović,  Predrag Eferica, Branislav Ranđelović i Natalija Stojanović

  
  

  http://www.elfak.ni.ac.rs/rs/nauka/projekti/tehnicka-resenja/3087-mobilni-gis-kp-prosirenje-za-prikupljanje-podataka

  
  

  Dektop GIS-KP-Meteo-statistika- M85, 2014. – M85 – prototip

  
  

  Autori: Dejan Rančić, Aleksandar Milosavljević, Marko Kovačević, Aleksandar Dimitrijević, Vladan Mihajlović, Bratislav Predić, Igor Antolović, Predrag Eferica i Natalija Stojanović

  
  

  http://www.elfak.ni.ac.rs/rs/nauka/projekti/tehnicka-resenja/3081-desktop-gis-kp-meteo-statistika