as. ms Predrag Obradović, dipl. inž. el. i rač.

Asistent

Katedra za računarsku tehniku i informatiku

Paviljon Rašović, kancelarija P-24

Stručni naziv	master inženjer elektrotehnike i računarstva
Naučna oblast	Računarska tehnika i informatika
Datum izbora	5. decembar 2023.

Predmeti

13E113AOR1 - Arhitektura i organizacija računara 1
13E113KDP - Konkurentno i distribuirano programiranje
13E114PRS - Performanse računarskih sistema
13E114PS - Projektovanje softvera
13M111ASM - Analiza socijalnih mreža
13M111GI - Genomska informatika
13M111FP - Funkcionalno programiranje
13M114PS - Modelovanje i projektovanje softvera
13S113AOR1 - Arhitektura i organizacija računara 1
13S113AOR1 - Arhitektura i organizacija računara 1
13S113PS - Projektovanje softvera
13S113PS - Projektovanje softvera
13S114PRS - Performanse računarskih sistema
13S114PRS - Performanse računarskih sistema

Predmeti iz nastavnog plana i programa 2013

13E113AOR1 - Arhitektura i organizacija računara 1
13E113KDP - Konkurentno i distribuirano programiranje
13E114PRS - Performanse računarskih sistema
13E114PS - Projektovanje softvera
13M111ASM - Analiza socijalnih mreža
13M111GI - Genomska informatika
13M111FP - Funkcionalno programiranje
13S113AOR1 - Arhitektura i organizacija računara 1
13S113PS - Projektovanje softvera
13S114PRS - Performanse računarskih sistema

Bibliografija

Radovi u časopisima sa SCI liste

Identifying biomarkers of differential chemotherapy response in TNBC patient-derived xenografts with a CTD/WGCNA approach

V. Petrosyan, L. Dobrolecki, L. Thistlethwaite, A. Lewis, C. Sallas, R. Srinivasan, J. Lei, V. Kovačević, P. Obradović, M. Ellis, CK. Osborne, M. Rimawi, A. Pavlick, MN. Shafaee, H. Dowst, A. Jain, A. Saltzman, A. Malovannaya, E. Marangoni, A. Welm, B. Welm, S. Li, G. Wulf, O. Sonzogni, C. Huang, S. Vasaikar, S. Hilsenbeck, B. Zhang, A. Milosavljevic, M. Lewis, Identifying biomarkers of differential chemotherapy response in TNBC patient-derived xenografts with a CTD/WGCNA approach, iScience, Vol. 26, No. 1, pp. 1 - 30, Jan, 2023

Autori	Varduhi Petrosyan, Lacey Elizabeth Dobrolecki, Lillian Thistlethwaite, Alaina Lewis, Christina Sallas, Ramakrishnan Srinivasan, Jonathan Lei, Vladimir Kovačević, Predrag Obradović, Matthew Ellis, C. Kent Osborne, Mothaffar Rimawi, Anne Pavlick, Maryam Nemati Shafaee, Heidi Dowst, Antrix Jain, Alexander B Saltzman, Anna Malovannaya, Elisabetta Marangoni, Alana L Welm, Bryan E Welm, Shunqiang Li, Gerburg M Wulf, Olmo Sonzogni, Chen Huang, Suhas Vasaikar, Susan G Hilsenbeck, Bing Zhang, Aleksandar Milosavljevic i Michael T Lewis
Godina	2023
DOI	10.1016/j.isci.2022.105799
Časopis	iScience
Impakt faktor	6.107 (M21)
Volumen	26
Broj	1
Strana od	1
Strana do	30

Smart Variant Filtering

V. Kovačević, P. Obradović, Smart Variant Filtering, INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, pp. 151 - 165, Sep, 2022

Autori	Vladimir Kovačević i Predrag Obradović
Godina	2022
DOI	10.1504/IJDMB.2021.10050546
Časopis	INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
Impakt faktor	0.667 (M23)
Strana od	151
Strana do	165

An Information-Theoretic Bound on p-Values for Detecting Communities Shared between Weighted Labeled Graphs

P. Obradovic, V. Kovačević, X. Li, A. Milosavljevic, An Information-Theoretic Bound on p-Values for Detecting Communities Shared between Weighted Labeled Graphs, ENTROPY, Vol. 24, No. 10, pp. 1 - 12, Sep, 2022

Autori	Predrag Obradović, Vladimir Kovačević, Xiqi Li i Aleksandar Milosavljević
Godina	2022
DOI	https://doi.org/10.3390/e24101329
Časopis	ENTROPY
Impakt faktor	2.738 (M22)
Volumen	24
Broj	10
Strana od	1
Strana do	12

Radovi sa međunarodnih konferencija

Incorporating Practical Single Cell and Spatial Transcriptomics Analysis in a Bioinformatics Course

L. Smiljković, P. Obradović, M. Mišić, V. Kovačević, Incorporating Practical Single Cell and Spatial Transcriptomics Analysis in a Bioinformatics Course, 2024 11th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), IEEE, Nis, Serbia, Jun, 2024

Autori	Lazar Smiljković, Predrag Obradović, Marko Mišić i Vladimir Kovačević
Godina	2024
Izdavač	IEEE
ISSN/ISBN	979-8-3503-8699-8
DOI	https://doi.org/10.1109/IcETRAN62308.2024.10645128

Scientific production and collaboration patterns of medical researchers: a case study in epidemiology and infectious diseases

I. Potkonjak, P. Obradović, M. Mišić, Scientific production and collaboration patterns of medical researchers: a case study in epidemiology and infectious diseases, 3rd Serbian International Conference on Applied Artificial Intelligence (SICAAI), Univerzitet u Kragujevcu, Kragujevac, May, 2024

Autori	Iva Potkonjak, Predrag Obradović i Marko Mišić
Godina	2024
Izdavač	Univerzitet u Kragujevcu
ISSN/ISBN	978-86-81037-79-9
Strana od	68

SCANA: a Spatial Coordinate-based Agglomerative Node Aggregation Algorithm for Public Transport Networks

A. Đajić, L. Raketić, P. Obradović, M. Mišić, SCANA: a Spatial Coordinate-based Agglomerative Node Aggregation Algorithm for Public Transport Networks, Proceedings of the 14th International Conference on Information Society and Technology, pp. 303 - 318, Information Society of Serbia - ISOS, Belgrade, Serbia, Feb, 2024

Autori	Ana Đajić, Luka Raketić, Predrag Obradović i Marko Mišić
Godina	2024
Izdavač	Information Society of Serbia - ISOS
ISSN/ISBN	978-86-85525-32-2
Strana od	303
Strana do	318

Spectral Clustering for Transcriptomics Data: an Approximate Column Sampling Approach on the GPU

M. Mišić, L. Smiljković, P. Obradović, Spectral Clustering for Transcriptomics Data: an Approximate Column Sampling Approach on the GPU, 5th Belgrade Bioinformatics Conference – BelBi 2024, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Belgrade, Serbia, Jun, 2024

Autori	Marko Mišić, Lazar Smiljković i Predrag Obradović
Godina	2024
Izdavač	Institute of Molecular Genetics and Genetic Engineering, University of Belgrade
ISSN/ISBN	978-86-82679-16-5
Strana od	23

Network metrics enhanced real estate price prediction using machine learning techniques

I. Veljković, P. Obradović, M. Mišić, Network metrics enhanced real estate price prediction using machine learning techniques, 2nd Serbian International Conference on Applied Artificial Intelligence (SICAAI), Univerzitet u Kragujevcu, Kragujevac, May, 2023

Autori	Iva Veljković, Predrag Obradović i Marko Mišić
Godina	2023
Izdavač	Univerzitet u Kragujevcu

Evaluation of algorithms for solving the edge coloring problem in bipartite graphs

K. Knežević, P. Obradović, M. Mišić, Evaluation of algorithms for solving the edge coloring problem in bipartite graphs, ICIST 2023 Proceedings, pp. 31 - 42, Information Society of Serbia – ISOS, Kopaonik, Serbia, Mar, 2023

Autori	Komnen Knežević, Predrag Obradović i Marko Mišić
Godina	2023
Izdavač	Information Society of Serbia – ISOS
ISSN/ISBN	978-86-85525-24-7
Strana od	31
Strana do	42

Modelling subreddit interactions by activity overlap

N. Aleksić, E. Pajić, P. Obradović, W. Power, M. Mišić, Z. Obradović, Modelling subreddit interactions by activity overlap, 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI), Univerzitet u Kragujevcu, Kragujevac, May, 2022

Autori	Nikola Aleksić, Ema Pajić, Predrag Obradović, William Power, Marko Mišić i Zoran Obradović
Godina	2022
Izdavač	Univerzitet u Kragujevcu

Network dynamics of the online chess platform Lichess: A social network analysis case study

P. Obradović, M. Mišić, Network dynamics of the online chess platform Lichess: A social network analysis case study, Proceedings of the 12th International Conference on Information Society and Technology, pp. 236 - 239, Society for Information Systems and Computer Networks, Kopaonik, 2022

Autori	Predrag Obradović i Marko Mišić
Godina	2022
Izdavač	Society for Information Systems and Computer Networks
Strana od	236
Strana do	239

Balancing Imbalanced Datasets Using Generative Adversarial Neural Networks

P. Divović, P. Obradović, M. Mišić, Balancing Imbalanced Datasets Using Generative Adversarial Neural Networks, XXIX Telecommunications forum Telfor 2021, pp. 516 - 519, Društvo za telekomunikacije, Belgrade, Nov, 2021

Autori	Pavle Divović, Predrag Obradović i Marko Mišić
Godina	2021
Izdavač	Društvo za telekomunikacije
ISSN/ISBN	978-1-6654-2585-8
Strana od	516
Strana do	519

Modeling The ATP Tour Matches: A Social Networks Analysis Approach

B. Knežević, M. Obradović, P. Obradović, M. Mišić, Modeling The ATP Tour Matches: A Social Networks Analysis Approach, 8th International Conference on Electrical, Electronic and Computing Engineering IcETRAN 2021, pp. 490 - 494, ETRAN Society, Belgrade, Academic Mind, Belgrade, Etno willage Stanišići, Republic of Srpska, Bosnia and Herzegovina, Sep, 2021

Autori	Balša Knežević, Miloš Obradović, Predrag Obradović i Marko Mišić
Godina	2021
Izdavač	ETRAN Society, Belgrade, Academic Mind, Belgrade
ISSN/ISBN	978-86-7466-894-8
Strana od	490
Strana do	494

Radovi sa domaćih konferencija

Softverski alat za generisanje kompleksne mreže zadatih karakteristika

J. Stojanović, P. Obradović, M. Mišić, J. Protić, Softverski alat za generisanje kompleksne mreže zadatih karakteristika, Zbornik radova konferencije "JU INFO 2021", pp. 205 - 208, Informaciono društvo Srbije, Kopaonik, Srbija, Mar, 2023

Autori	Jana Stojanović, Predrag Obradović, Marko Mišić i Jelica Protić
Godina	2023
Izdavač	Informaciono društvo Srbije
ISSN/ISBN	978-86-85525-25-4
Strana od	205
Strana do	208

Simulacija terminalne pouzdanosti neusmerene mreže korišćenjem polinoma pouzdanosti

Aleksandar Paripović, Predrag Obradović, Jelica Protić, Simulacija terminalne pouzdanosti neusmerene mreže korišćenjem polinoma pouzdanosti, XXVIII Telekomunikacioni forum Telfor 2020, Beograd, Nov, 2020

Autori	Aleksandar Paripović, Predrag Obradović i Jelica Protić
Godina	2020

Projekti

Međunarodni

Razvoj novih algoritama za OMICS podatke (ETF-OMICS)

Tip projekta	Ostali međunarodni komercijalni projekti
Rukovodilac	prof. dr Marko Mišić
Finansijer	COMPLETE GENOMICS Inc.
Početak realizacije	29.12.2022.

Naučni

Master 4.0 Bioinformatika

Tip projekta	Projekti-Razvoj visokog obrazovanja
Rukovodilac	prof. dr Marko Mišić
Finansijer	MINISTARSTVO PROSVETE REPUBLIKA SRBIJA
Početak realizacije	14.11.2024.

Razvoj hardverske, softverske i telekomunikacione infrastrukture e-sistema za kontrolu prometa i poreza-NASTAVAK

Tip projekta	Nauka- Projekti NIO
Rukovodilac	prof. dr Dragan Bojić
Finansijer	MINISTARSTVO PROSVETE REPUBLIKA SRBIJA
Početak realizacije	24.02.2020.