asst. MA Predrag Obradović, electrical and computer engineer
Paviljon Rašović, kancelarija P-24
| pedjao@etf.bg.ac.rs |
| Title | electrical and computer science engineer, MSc |
|---|---|
| Scientific Area | Computer engineering and information technology |
| Promotion Date | December 05, 2023 |
Subjects
Subjects from the curriculum 2013
Bibliography
Papers in journals with SCI list
Fast Parallel CPU-GPU Approximate Spectral Clustering for Transcriptomics Data
S. Branković, L. Smiljković, P. Obradović, M. Radonjić, M. Mišić, Fast Parallel CPU-GPU Approximate Spectral Clustering for Transcriptomics Data, INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING, Vol. 53, No. 5, pp. 1 - 25, Jan, 2025
| Authors | Stefan Branković, Lazar Smiljković, Predrag Obradović, Miloš Radonjić, and Marko Mišić |
|---|---|
| Year | 2025 |
| DOI | https://doi.org/10.1007/s10766-025-00783-6 |
| Journal | INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING |
| Impact factor | 0.9 (M23) |
| Volumen | 53 |
| Number | 5 |
| Page from | 1 |
| Page to | 25 |
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
| Authors | 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, and Michael T Lewis |
|---|---|
| Year | 2023 |
| DOI | 10.1016/j.isci.2022.105799 |
| Journal | iScience |
| Impact factor | 6.107 (M21) |
| Volumen | 26 |
| Number | 1 |
| Page from | 1 |
| Page to | 30 |
Smart Variant Filtering
V. Kovačević, P. Obradović, Smart Variant Filtering, INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, pp. 151 - 165, Sep, 2022
| Authors | Vladimir Kovačević and Predrag Obradović |
|---|---|
| Year | 2022 |
| DOI | 10.1504/IJDMB.2021.10050546 |
| Journal | INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS |
| Impact factor | 0.667 (M23) |
| Page from | 151 |
| Page to | 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
| Authors | Predrag Obradović, Vladimir Kovačević, Xiqi Li, and Aleksandar Milosavljević |
|---|---|
| Year | 2022 |
| DOI | https://doi.org/10.3390/e24101329 |
| Journal | ENTROPY |
| Impact factor | 2.738 (M22) |
| Volumen | 24 |
| Number | 10 |
| Page from | 1 |
| Page to | 12 |
Papers from international conferences
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
| Authors | Lazar Smiljković, Predrag Obradović, Marko Mišić, and Vladimir Kovačević |
|---|---|
| Year | 2024 |
| Publisher | 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
| Authors | Iva Potkonjak, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2024 |
| Publisher | Univerzitet u Kragujevcu |
| ISSN/ISBN | 978-86-81037-79-9 |
| Page from | 68 |
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
| Authors | Marko Mišić, Lazar Smiljković, and Predrag Obradović |
|---|---|
| Year | 2024 |
| Publisher | Institute of Molecular Genetics and Genetic Engineering, University of Belgrade |
| ISSN/ISBN | 978-86-82679-16-5 |
| Page from | 23 |
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
| Authors | Ana Đajić, Luka Raketić, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2024 |
| Publisher | Information Society of Serbia - ISOS |
| ISSN/ISBN | 978-86-85525-32-2 |
| Page from | 303 |
| Page to | 318 |
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
| Authors | Iva Veljković, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2023 |
| Publisher | 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
| Authors | Komnen Knežević, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2023 |
| Publisher | Information Society of Serbia – ISOS |
| ISSN/ISBN | 978-86-85525-24-7 |
| Page from | 31 |
| Page to | 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
| Authors | Nikola Aleksić, Ema Pajić, Predrag Obradović, William Power, Marko Mišić, and Zoran Obradović |
|---|---|
| Year | 2022 |
| Publisher | 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
| Authors | Predrag Obradović and Marko Mišić |
|---|---|
| Year | 2022 |
| Publisher | Society for Information Systems and Computer Networks |
| Page from | 236 |
| Page to | 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
| Authors | Pavle Divović, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2021 |
| Publisher | Društvo za telekomunikacije |
| ISSN/ISBN | 978-1-6654-2585-8 |
| Page from | 516 |
| Page to | 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
| Authors | Balša Knežević, Miloš Obradović, Predrag Obradović, and Marko Mišić |
|---|---|
| Year | 2021 |
| Publisher | ETRAN Society, Belgrade, Academic Mind, Belgrade |
| ISSN/ISBN | 978-86-7466-894-8 |
| Page from | 490 |
| Page to | 494 |
Papers from domestic conferences
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
| Authors | Jana Stojanović, Predrag Obradović, Marko Mišić, and Jelica Protić |
|---|---|
| Year | 2023 |
| Publisher | Informaciono društvo Srbije |
| ISSN/ISBN | 978-86-85525-25-4 |
| Page from | 205 |
| Page to | 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
| Authors | Aleksandar Paripović, Predrag Obradović, and Jelica Protić |
|---|---|
| Year | 2020 |
Projects
International
Razvoj novih algoritama za OMICS podatke (ETF-OMICS)
| Type of project | Ostali međunarodni komercijalni projekti |
|---|---|
| Head | professor PhD Marko Mišić |
| Business Partner | COMPLETE GENOMICS Inc. |
| Beginning of realization | 2022-12-29 |
Scientific
Master 4.0 Bioinformatika
| Type of project | Projekti-Razvoj visokog obrazovanja |
|---|---|
| Head | professor PhD Marko Mišić |
| Business Partner | MINISTARSTVO PROSVETE REPUBLIKA SRBIJA |
| Beginning of realization | 2024-11-14 |
Razvoj hardverske, softverske i telekomunikacione infrastrukture e-sistema za kontrolu prometa i poreza-NASTAVAK
| Type of project | Nauka- Projekti NIO |
|---|---|
| Head | professor PhD Dragan Bojić |
| Business Partner | MINISTARSTVO PROSVETE REPUBLIKA SRBIJA |
| Beginning of realization | 2020-02-24 |