doc. dr Dragana Bajović


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dr Dragana Bajović

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Dr Dragana Bajović je diplomirala na Smeru za automatiku na Elektrotehničkom fakultetu, Univerzitet u Beogradu, 2007. Doktorirala je 2013. u okviru dualnog programa između Univerziteta Karnegi Melon, Pitsburg, SAD, i Visokog tehničkog instituta u Lisabonu, Portugal. Dr. Bajović je takođe diplomirala na Fakultetu muzičke umetnosti, Univerzitet u Beogradu, na Odseku za opštu muzičku pedagogiju, 2012. Za svoju doktorsku tezu “Brzine velikih devijacija kod distribuiranog zaključivanja” dr Bajović je 2014. dobila nagradu “A. G. Milnes”, koja se dodeljuje doktorskim studentima Univerziteta Karnegi Melon za “doktorsku tezu najvišeg kvaliteta za koju se procenjuje da će imati velikog uticaja na odgovarajuću oblast istraživanja”.
Dr Bajović je zaposlena na Fakultetu tehničkih nauka od 2013., gde je od 2013. do 2015. radila kao istraživač na projektu u okviru BioSens centra, a od 2015. kao docent. Dr Bajović je zaposlena i u Institutu BioSens, Novi Sad, gde radi kao stariji istraživač. Istraživanja dr Bajović uključuju statističku obradu signala u informacionim mrežama (senzorskim, društvenim), primenu optimizacionih alata u elektrotehnici, proizvode slučajnih matrica i primenu alata velikih devijacija u detekciji i estimaciji.

Docent
01.12.2015.
Radno mestoOdDoOrganizaciona jedinica
Stručni saradnik na projektu01.10.2013.01.10.2015.Departman za energetiku, elektroniku i telekomunikacije
NazivU Ustanovi
"Large deviations rates for distributed inference", Carnegie Mellon University, Pittsburgh, PA, USA

Doktorat

Elektrotehničko i računarsko inženjerstvo

Carnegie Mellon University

2013

"Izračunavanje vrednosti evropske “call” opcije za Hestonov model metodom Gaus-Lagerove i Gaus-Hermitove integracije"

Osnovne studije (po starom)

Elektrotehničko i računarsko inženjerstvo

Elektrotehnički fakultet

2007

Kriterijum produkcijeOpis
(M21) Rad u vrhunskom međunarodnom časopisuKrejić N., Bajović D., Jakovetić D., Krklec Jerinkić N.: Distributed Gradient Methods with Variable Number of Working Nodes, IEEE Transactions on Signal Processing, 2016, Vol. 64, No 15, pp. 4080-4095, ISSN 1053-587X
(M21) Rad u vrhunskom međunarodnom časopisuJakovetić D., Bajović D., Vukobratović D., Crnojević V.: Cooperative Slotted ALOHA for Multi Base Station Systems, IEEE Transactions on Communications, 2015, Vol. 63, No 4, pp. 1443-1456, ISSN 0090-6778, UDK: 10.1109/TCOMM.2015.2403855
(M21) Rad u vrhunskom međunarodnom časopisuJakovetić D., Bajović D., Vukobratović D., Crnojević V.: Cooperative Slotted ALOHA for Multi Base Station Systems, IEEE Transactions on Communications, 2015, Vol. 63, No 4, pp. 1443-1456, ISSN 0090-6778, UDK: 10.1109/TCOMM.2015.2403855
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, J. Xavier, J. M. F. Moura, and B. Sinopoli, “Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability,” IEEE Transactions on Signal Processing, vol. 61 (10), pp. 2557 — 2571, May 2013
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, D. Jakovetic, J. M. F. Moura, J. Xavier, and B. Sinopoli, “Large Deviations Performance of Consensus + Innovations Distributed Detection with non-Gaussian Observations,” IEEE Transactions on Signal Processing, vol. 60 (11), pp. 5987 – 6002, November 2012
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, B. Sinopoli, and J. Xavier, “Sensor Selection for Event Detection in Wireless Sensor Networks,” IEEE Transactions on Signal Processing, vol. 59 (10), pp. 4938 – 4953, October 2011
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, D. Jakovetic, J. Xavier, B. Sinopoli and J. M. F. Moura, “Distributed Detection via Gaussian Running Consensus: Large Deviations Asymptotic Analysis,” IEEE Transactions on Signal Processing, vol. 59 (9), pp. 4381 – 4396, September 2011
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, J. M. F. Moura, J. M. F. Xavier, B. Sinopoli: “Distributed Inference Over Directed Networks: Performance Limits and Optimal Design,” IEEE Trans. Signal Processing, vol. 64, no. 13, pp. 3308-3323, 2016
(M21) Rad u vrhunskom međunarodnom časopisuD. Bajovic, K. He, L. Stankovic, D. Vukobratovic, and V. Stankovic, “Optimal detection and error exponents for hidden semi-Markov models,” IEEE Journal on Selected Topics in Signal Processing, special issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing, October 2018
(M22) Rad u istaknutom međunarodnom časopisuA. Sahu, D. Jakovetic, D. Bajovic, S. Kar, “Communication efficient distributed weighted non-linear least squares estimation,” EURASIP Journal on Advances in Signal Processing, Special issue on Optimization, Learning and Adaptation over Networks, 2018
(M22) Rad u istaknutom međunarodnom časopisuJakovetić D., Vukobratovic D., Skachek V., Bajović D., Sejdinovic D., Karabulut-Kurt G., Hollanti C., Fischer I.: CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT, IEEE Access 4: 3360-3378 (2016), IEEE Access, 2016, ISSN 2169-3536
(M31) Predavanje po pozivu sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Krejić N., Krklec Jerinkić N.: Distributed first and second order methods with increasing number of working nodes - GlobalSIP 2016, 4. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, 7-9 Decembar, 2016
(M31) Predavanje po pozivu sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Moura J., Xavier J., Sinopoli B.: Large Deviations Analysis of Consensus + Innovations Detection in Random Networks , 49. Allerton Conference on Communication, Control, and Computing, Montičelo, 1-5 Oktobar, 2011, pp. 151-155, ISBN 978-1-4577-1817-5, UDK: 10.1109/Allerton.2011.6120162
(M33) Saopštenje sa međunarodnog skupa štampano u celiniJakovetić D., Minja A., Bajović D., Vukobratović D.: Distributed Storage Allocation for Neighborhood-based Data Access, 3. IEEE Information Theory Workshop ITW, Jerusalem, 26-1 April, 2015
(M33) Saopštenje sa međunarodnog skupa štampano u celiniJakovetić D., Bajović D., Vukobratović D.: Distributed Estimation of Sparse User Activity for Multi-base Station On-Off Random Access, 15. IEEE International Conference on Communications (ICC), London, 8-12 Jun, 2015, pp. 2080-2085, UDK: 10.1109/ICCW.2015.7247488
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Vukobratović D., Crnojević V.: Slotted ALOHA for Networked Base Stations: Algorithms and Performance, 20. European Wireless, Barcelona: IEEE, 14-16 Maj, 2014, ISBN 978-3-8007-3621-8
(M33) Saopštenje sa međunarodnog skupa štampano u celiniJakovetić D., Bajović D., Vukobratović D., Crnojević V.: Slotted ALOHA for Networked Base Stations with Spatial and Temporal Diversity, 4. IEEE International Symposium on Information Theory ISIT, Honolulu: IEEE, 29-4 Jun, 2014
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Vukobratović D., Crnojević V.: Slotted ALOHA for Networked Base Stations, 14. IEEE International Conference on Communications (ICC), Sydney: IEEE, 10-14 Jun, 2014
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Xavier J., Sinopoli B.: Products of Stochastic Matrices: Large Deviation Rate for Markov Chain Temporal Dependencies , 50. Allerton Conference on Communication, Control, and Computing, Montičelo, 1-5 Oktobar, 2012, pp. 724-729, ISBN 978-1-4673-4537-8, UDK: 10.1109/Allerton.2012.6483290
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Xavier J., Sinopoli B.: Products of Stochastic Matrices: Exact Rate for Convergence in Probability for Directed Networks , 20. Telekomunikacioni forum TELFOR, Beograd, 20-22 Novembar, 2012, pp. 883-886, ISBN 978-1-4673-2983-5, UDK: 10.1109/TELFOR.2012.6419349
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Xavier J., Moura J., Sinopoli B.: Exact Rate for Convergence in Probability of Averaging Processes via Generalized Min-Cut, 51. IEEE Conference on Decision and Control, Maui, 10-13 Decembar, 2012, pp. 2718-2725, ISBN 978-1-4673-2065-8, UDK: 10.1109/CDC.2012.6425877
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Xavier J., Sinopoli B., Moura J.: Asymptotic Performance of Distributed Detection over Random Networks, 36. IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP, Prague, 22-27 Maj, 2011, pp. 3008-3011, ISBN 978-1-4577-0538-0, UDK: 10.1109/ICASSP.2011.5946291
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Jakovetić D., Xavier J., Sinopoli B., Moura J.: Distributed Detection over Time Varying Networks: a Large Deviations Analysis, 48. Allerton Conference on Communication, Control, and Computing, Montičelo, 1-5 Oktobar, 2010, pp. 302-309, ISBN 978-1-4244-8215-3, UDK: 10.1109/ALLERTON.2010.5706921
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Sinopoli B., Xavier J.: Robust Linear Dimensionality Reduction for Hypothesis Testing with Application to Sensor Selection, 47. Allerton Conference on Communication, Control, and Computing, Montičelo, 1-5 Oktobar, 2009, pp. 363-370, ISBN 978-1-4244-5870-7, UDK: 10.1109/ALLERTON.2009.5394788
(M33) Saopštenje sa međunarodnog skupa štampano u celiniBajović D., Sinopoli B., Xavier J.: Sensor Selection for Hypothesis Testing in Wireless Sensor Networks: a Kullback-Leibler Based Approach , 48. IEEE Conference on Decision and Control, Šangaj, 15-18 Decembar, 2009, pp. 1659-1664, ISBN 978-1-4244-3871-6, UDK: 10.1109/CDC.2009.5400743
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduKrklec Jerinkić N., Bajović D., Jakovetić D., Krejić N.: Distributed Newton-like method with variable number of working nodes http://hdoi.hr/koi2016/wp-content/uploads/2015/09/BookOfAbstracts2016-web.pdf, 16. International Conference on Operational Research, Osijek: Croatian Operational Research Society, 27-29 Septembar, 2016, pp. 69-69
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduJakovetić D., Krejić N., Krklec Jerinkić N., Bajović D.: Parallel stochastic line search methods with feedback for minimizing finite sums, ECMI 2016, Santiago de Compostela, Spain, 2016http://www.usc.es/congresos/ecmi2016/wp-content/uploads/2016/05/144.pdf, 19. European Conference on Mathematics for Industry ECMI, Santiago de Compostela, 13-17 Jun, 2016
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduJakovetić D., Bajović D., Krejić N., Krklec Jerinkić N.: Distributed optimization with increasing number of active compute machines, ECMI 2016, Santiago de Compostela, Spain, http://www.usc.es/congresos/ecmi2016/wp-content/uploads/2016/05/244.pdf, 19. European Conference on Mathematics for Industry ECMI, Santiago de Compostela, 13-17 Jun, 2016
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduKrejić N., Jakovetić D., Bajović D., Krklec Jerinkić N.: A Newton-Like Method for Distributed Optimization http://www.ismp2015.org/wp-content/uploads/2015/07/ismpWed.pdf, 22. International Symposium on Mathematical Programming ISMP, Pitzburg, 12-17 Jul, 2015
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduJakovetić D., Bajović D., Krejić N., Krklec Jerinkić N.: Distributed Gradient Methods with Variable Number of Working Nodes http://www.ismp2015.org/wp-content/uploads/2015/07/ismpMon.pdf, 22. International Symposium on Mathematical Programming ISMP, Pitzburg, 12-17 Jul, 2015
(M34) Saopštenje sa međunarodnog skupa štampano u izvoduKrklec Jerinkić N., Krejić N., Bajović D., Jakovetić D.: Variable Sample Line Search Method for Distributed Optimization http://www.ismp2015.org/wp-content/uploads/2015/07/ismpMon.pdf, 22. International Symposium on Mathematical Programming ISMP, Pitzburg, 12-17 Jul, 2015
(M70) Magistarske i doktorske tezeD. Bajovic, "Large deviations rates for distributed inference", Carnegie Mellon University, Pittsburgh, PA, USA, 2013
(M71) Odbranjena doktorska disertacijaBajović D.: Large Deviations Rates for Distributed Inference, 2013
ZvanjeUža naučna oblastVisokoškolska ustanovaDatum izbora
DocentTelekomunikacije i obrada signalaUniverzitet u Novom Sadu01.04.2017.
DocentTelekomunikacije i obrada signalaUniverzitet u Novom Sadu01.12.2015.