doc. dr Marko Djukanovic
docent
Nastavnik - II-4
Faculty of Natural Sciences and Mathematics
Courses
Prirodno-matematički fakultetBibliography
Journal papers
Graph protection under multiple simultaneous attacks: A heuristic approach
| DOI | https://doi.org/10.1016/j.knosys.2024.112791 |
|---|---|
| Journal | KNOWLEDGE-BASED SYSTEMS |
| Year | 2024 |
| Authors | Marko Đukanović, Stefan Kapunac, Aleksandar Kartelj, and Dragan Matić |
| Volumen | 309 |
| Page from | 1 |
| Page to | 19 |
| Web address | https://www.sciencedirect.com/science/article/abs/pii/S0950705124014254 |
A Biased Random Key Genetic Algorithm for Solving the Longest Common Square Subsequence Problem
| DOI | 10.1109/TEVC.2024.3413150 |
|---|---|
| Journal | IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION |
| Year | 2024 |
| Authors | Jaume Reixach, Christian Blum, Marko Đukanović, and Guenther Raidl |
| Web address | https://ieeexplore.ieee.org/abstract/document/10555352 |
On Double Roman Domination Problem for Several Graph Classes
| DOI | https://doi.org/10.1007/s00010-024-01071-3 |
|---|---|
| Journal | AEQUATIONES MATHEMATICAE |
| Year | 2024 |
| Authors | Tatjana Zec, Dragan Matić, and Marko Đukanović |
| Page from | 1 |
| Page to | 25 |
| Web address | https://link.springer.com/article/10.1007/s00010-024-01071-3 |
Signed double Roman domination on cubic graphs
| DOI | https://doi.org/10.1016/j.amc.2024.128612 |
|---|---|
| Journal | APPLIED MATHEMATICS AND COMPUTATION |
| Year | 2024 |
| Authors | Enrico Iurlano, Tatjana Zec, Marko Đukanović, and Guenther Raidl |
| Volumen | 471 |
| Page from | 1 |
| Page to | 15 |
| Web address | https://www.sciencedirect.com/science/article/pii/S0096300324000845?via%3Dihub |
Theoretical studies of the 𝑘-strong Roman domination problem
| DOI | 10.1016/j.kjs.2024.100283 |
|---|---|
| Journal | Kuwait Journal of Science |
| Year | 2024 |
| Authors | Bojan Nikolić, Marko Đukanović, Milana Grbić, and Dragan Matić |
| Volumen | 51 |
| Number | 4 |
| Page from | Article 100283 |
| Web address | https://www.sciencedirect.com/science/article/pii/S2307410824001081?via%3Dihub |
The signed (total) Roman domination problem on some classes of planar graphs— Convex polytopes
| DOI | https://doi.org/10.1142/S1793830923501069 |
|---|---|
| Journal | Discrete Mathematics, Algorithms and Applications |
| Year | 2024 |
| Authors | Tatjana Zec, Dragan Matić, and Marko Đukanović |
| Volumen | 16 |
| Number | 8 |
| Web address | https://www.worldscientific.com/doi/abs/10.1142/S1793830923501069 |
Variable neighborhood search for weighted total domination problem and its application in social network information spreading
| DOI | https://doi.org/10.1016/j.asoc.2023.110387 |
|---|---|
| Journal | APPLIED SOFT COMPUTING |
| Year | 2023 |
| Authors | Stefan Kapunac, Aleksandar Kartelj, and Marko Đukanović |
| Volumen | 143 |
| Number | 110387 |
| Page from | 1 |
| Page to | 26 |
| Web address | https://www.sciencedirect.com/science/article/abs/pii/S1568494623004052 |
Self-Adaptive Cmsa for Solving the Multidimensional Multi-Way Number Partitioning Problem
| DOI | https://doi.org/10.1016/j.eswa.2023.120762 |
|---|---|
| Journal | EXPERT SYSTEMS WITH APPLICATIONS |
| Year | 2023 |
| Authors | Marko Đukanović, Aleksandar Kartelj, and Christian Blum |
| Volumen | 232 |
| Number | 1 |
| Page from | 1 |
| Page to | 21 |
| Web address | https://www.sciencedirect.com/science/article/abs/pii/S0957417423012642 |
RILS-ROLS: Robust Symbolic Regression via Iterated Local Search and Ordinary Least Squares
| DOI | https://link.springer.com/article/10.1186/s40537-023-00743-2 |
|---|---|
| Journal | Journal of Big Data |
| Year | 2023 |
| Authors | Aleksandar Kartelj and Marko Đukanović |
| Volumen | 10 |
| Number | 71 |
| Page from | 1 |
| Page to | 28 |
Graph Search and Variable Neighborhood Search for Finding Constrained Longest Common Subsequences in Artificial and Real Gene Sequences
| DOI | https://doi.org/10.1016/j.asoc.2022.108844 |
|---|---|
| Journal | APPLIED SOFT COMPUTING |
| Year | 2022 |
| Authors | Marko Đukanović, Aleksandar Kartelj, Dragan Matić, Milana Grbić, Christian Blum, and Guenther Raidl |
| Page from | 108844 |
| Page to | 108844 |
| Web address | https://www.sciencedirect.com/science/article/abs/pii/S156849462200237X |
New mixed-integer linear programming model for solving the multidimensional multi-way number partitioning problem
| DOI | 10.1007/s40314-022-01825-2 |
|---|---|
| Journal | Computational and Applied Mathematics |
| Year | 2022 |
| Authors | Bojan Nikolić, Marko Đukanović, and Dragan Matić |
| Volumen | 41 |
| Number | 3 |
| Page from | članak 119 |
| Page to | članak 119 |
| Web address | https://link.springer.com/article/10.1007/s40314-022-01825-2 |
Solving the Longest Common Subsequence Problem Concerning Non-Uniform Distributions of Letters in Input Strings
| DOI | 10.3390/math9131515 |
|---|---|
| Journal | Mathematics |
| Year | 2021 |
| Authors | Bojan Nikolić, Aleksandar Kartelj, Marko Đukanović, Milana Grbić, Christian Blum, and Günther Raidl |
| Volumen | 9 |
| Number | 13 |
| Page from | e-časopis |
| Page to | broj članka 1515 |
| Web address | https://www.mdpi.com/2227-7390/9/13/1515 |
An A* search algorithm for the constrained longest common subsequence problem
| DOI | https://doi.org/10.1016/j.ipl.2020.106041 |
|---|---|
| Journal | INFORMATION PROCESSING LETTERS |
| Year | 2021 |
| Authors | Marko Đukanović, Christoph Berger, Guenther Raidl, and Christian Blum |
| Volumen | 166 |
| Page from | Article |
| Page to | 106041 |
Solving longest common subsequence problems via a transformation to the maximum clique problem
| Journal | COMPUTERS & OPERATIONS RESEARCH |
|---|---|
| Year | 2021 |
| Authors | Christian Blum, Marko Đukanović, Alberto Santini, Hua Jiang, Chu-Min Li, Felip Manya, and Guenther Raidl |
| Volumen | 125 |
| Page from | Article |
| Page to | 105089 |
Can Greedy-like Heuristics Be Useful for Solving the Weighted Orthogonal Art Gallery Problem Under Regular Grid Discretization?
| DOI | DOI 10.7251/IJEEC2102077P |
|---|---|
| Journal | International Journal of Electrical Engineering and Computing |
| Year | 2021 |
| Authors | Milan Predojević, Marko Đukanović, Milana Grbić, and Dragan Matić |
| Volumen | 5 |
| Number | 2 |
| Page from | 77 |
| Page to | 85 |
| Web address | https://ijeec.etf.ues.rs.ba/index.php/ijeec/article/view/113 |
Anytime algorithms for the longest common palindromic subsequence problem
| DOI | https://doi.org/10.1016/j.cor.2019.104827 |
|---|---|
| Journal | COMPUTERS & OPERATIONS RESEARCH |
| Year | 2020 |
| Authors | Marko Đukanović, Guenther Raidl, and Christian Blum |
| Volumen | 114 |
| Page from | Article |
| Page to | 104827 |
Finding Longest Common Subsequences: New anytime A∗ search results
| Journal | APPLIED SOFT COMPUTING |
|---|---|
| Year | 2020 |
| Authors | Marko Đukanović, Guenther Raidl, and Christian Blum |
| Volumen | 95 |
| Page from | Article |
| Page to | 106499 |
PRIMJENA USMJERENIH HIPERGRAFOVA ZA PREDSTAVLJANJE FUNKCIONALNIH ZAVISNOSTI U RELACIONIM MODELIMA
| Journal | MAT-KOL |
|---|---|
| Year | 2016 |
| Authors | Marko Đukanović and Dejan Radic |
| Volumen | XXII (1)(2016) |
| Page from | 61 |
| Page to | 69 |
| Web address | http://www.imvibl.org/dmbl/meso/mat_kol_22_1_2016/mat_kol_22_1_2016_61_69.pdf |
Kombinatorne igre sa završnicom tipa (poraz, pobjeda) na konačnim or-grafovima
| Journal | MAT-KOL |
|---|---|
| Year | 2015 |
| Authors | Slavko Brdar, Marko Đukanović, and Ilija Lalović |
| Volumen | XXI (3)(2015) |
| Page from | 179 |
| Page to | 203 |
| Web address | http://www.imvibl.org/dmbl/meso/mat_kol_21_3_2015/mat_kol_2_2015_179_203.pdf |
Rješavanje lokacijskog problema ograničenih kapaciteta pomoću algoritma promjenjivih okolina i algoritma roja čestica
| Journal | MAT-KOL |
|---|---|
| Year | 2014 |
| Authors | Marko Đukanović |
| Volumen | XXI (2)(2015) |
| Page from | 117 |
| Page to | 129 |
| Web address | http://www.imvibl.org/dmbl/meso/mat_kol_21_2_2015/mat_kol_2_2015_117_129.pdf |
Conference papers
The Graph Burning Problem under Constrained Diffusion
| Scientific Conference | Optimization and Wildfire Conference |
|---|---|
| Publikacija | Book of Abstracts of Optimization and Wildfire Conference, Luso, Portugal |
| Year | 2024 |
| Authors | Enrico Iurlano, Guenther Raidl, and Marko Đukanović |
| Page from | 58 |
| Page to | 58 |
| Web address | https://ow.dps.uminho.pt/wp-content/uploads/2024/10/Book_of_Abstracts_OW_final.pdf |
Efficient Search Algorithms for the Restricted Longest Common Subsequence Problem
| Scientific Conference | 24th International Conference on Computational Science |
|---|---|
| DOI | https://doi.org/10.1007/978-3-031-63775-9_5 |
| Publikacija | LNCS |
| Year | 2024 |
| Authors | Marko Đukanović, Aleksandar Kartelj, Tome Eftimov, Jaume Reixach, and Christian Blum |
| Page from | 58 |
| Page to | 73 |
| Web address | https://link.springer.com/chapter/10.1007/978-3-031-63775-9_5 |
A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem
| Scientific Conference | European Conference on Evolutionary Computation in Combinatorial Optimization (Part of EvoStar) |
|---|---|
| DOI | volume 14632 |
| Publikacija | LNCS |
| Year | 2024 |
| Authors | Jaume Reixach, Christian Blum, Marko Đukanović, and Guenther Raidl |
| Page from | 1 |
| Page to | 15 |
| Web address | https://link.springer.com/chapter/10.1007/978-3-031-57712-3_1 |
Variable neighborhood search for solving the k-domination problem
| Scientific Conference | GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation |
|---|---|
| DOI | https://doi.org/10.1145/3583133.3590607 |
| Publikacija | Proceedings of the Companion Conference on Genetic and Evolutionary Computation |
| Year | 2023 |
| Authors | Milan Predojević, Aleksandar Kartelj, and Marko Đukanović |
| Page from | 239 |
| Page to | 242 |
| Web address | https://dl.acm.org/doi/abs/10.1145/3583133.3590607 |
Application of A* to the Generalized Constrained Longest Common Subsequence Problem with Many Pattern Strings
| Scientific Conference | International Conference on Pattern Recognition and Artificial Intelligence |
|---|---|
| DOI | https://doi.org/10.1007/978-3-031-09282-4_5 |
| Publikacija | Proceedings of the Third International Conference, ICPRAI 2022 |
| Year | 2022 |
| Authors | Marko Đukanović, Dragan Matić, Aleksandar Kartelj, and Christian Blum |
| Page from | 53 |
| Page to | 64 |
| Web address | https://link.springer.com/chapter/10.1007/978-3-031-09282-4_5 |
Identification of protein complexes by overlapping community detection algorithms: A comparative study
| Scientific Conference | 21th International Symposium INFOTEH-JAHORINA (INFOTEH) |
|---|---|
| DOI | 10.1109/INFOTEH53737.2022.9751314 |
| Year | 2022 |
| Authors | Milica Jaguzović, Milana Grbić, Marko Đukanović, and Dragan Matić |
| Web address | https://ieeexplore.ieee.org/abstract/document/9751314 |
On the Use of Decision Diagrams for Finding Repetition-Free Longest Common Subsequences
| Scientific Conference | The 11th International Conference Optimization and Applications |
|---|---|
| DOI | https://doi.org/10.1007/978-3-030-62867-3_11 |
| Publikacija | Lecture Notes in Computer Science |
| Year | 2021 |
| Authors | Matthias Horn, Marko Đukanović, Guenther Raidl, and Christian Blum |
| Page from | 134 |
| Page to | 149 |
On Solving a Generalized Constrained Longest Common Subsequence Problem
| Scientific Conference | The 11th International Conference Optimization and Applications |
|---|---|
| DOI | https://doi.org/10.1007/978-3-030-62867-3_5 |
| Publikacija | Lecture Notes in Computer Science |
| Year | 2021 |
| Authors | Marko Đukanović, Christoph Berger, Guenther Raidl, and Christian Blum |
| Page from | 55 |
| Page to | 70 |
Statistical analysis of correlation between weather parameters and new COVID-19 cases: a case study of Bosnia and Herzegovina
| Scientific Conference | 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA) |
|---|---|
| DOI | 10.1109/INISTA52262.2021.9548391 |
| Publikacija | 2021 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA) - Proceedings |
| Year | 2021 |
| Authors | Tatjana Zec, Aleksandar Kartelj, Marko Đukanović, Milana Grbić, and Dragan Matić |
| Web address | https://ieeexplore.ieee.org/abstract/document/9548391 |
Exact and Heuristic Approaches for the Longest Common Palindromic Subsequence Problem
| Scientific Conference | The 12th Conference Learning and Intelligent Optimization |
|---|---|
| DOI | https://doi.org/10.1007/978-3-030-05348-2_18 |
| Publikacija | Lecture Notes in Computer Science |
| Year | 2021 |
| Authors | Marko Đukanović, Guenther Raidl, and Christian Blum |
| Page from | 199 |
| Page to | 214 |
Clustering of European countries and territories based on cumulative relative number of COVID 19 patients in 2020
| Scientific Conference | 20th International Symposium INFOTEH-JAHORINA (INFOTEH) |
|---|---|
| DOI | 10.1109/INFOTEH51037.2021.9400670 |
| Year | 2021 |
| Authors | Vukašin Crnogorac, Milana Grbić, Marko Đukanović, and Dragan Matić |
| Web address | https://ieeexplore.ieee.org/document/9400670 |
On the Use of Decision Diagrams for the Repetition-Free Longest Common Subsequence
| Scientific Conference | 17th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research |
|---|---|
| DOI | https://cpaior2020.dbai.tuwien.ac.at/files/abstracts/CPAIOR_2020_paper_97.pdf |
| Publikacija | The Book of Extended Abstracts of CPAIOR 2020. Paper 97. |
| Year | 2021 |
| Authors | Matthias Horn, Marko Đukanović, Guenther Raidl, and Christian Blum |
| Page from | 1 |
| Page to | 2 |
A Beam Search for the Longest Common Subsequence Problem Guided by a Novel Approximate Expected Length Calculation
| Scientific Conference | The 5th Conference on Machine Learning, Optimization and Data science |
|---|---|
| DOI | https://doi.org/10.1007/978-3-030-37599-7_14 |
| Publikacija | LNCS |
| Year | 2020 |
| Authors | Marko Đukanović, Guenther Raidl, and Christian Blum |
| Page from | 154 |
| Page to | 167 |
A Heuristic Approach for Solving the Longest Common Square Subsequence Problem
| Scientific Conference | The 17th Computer Aided Systems Theory |
|---|---|
| DOI | https://doi.org/10.1007/978-3-030-45093-9_52 |
| Publikacija | Lecture Notes in Computer Science |
| Year | 2019 |
| Authors | Marko Đukanović, Guenther Raidl, and Christian Blum |
| Page from | 429 |
| Page to | 437 |
VARIJACIONE ANTI - GAUS KVADRATURE
| Scientific Conference | VI Matematička konferencija Republike Srpske |
|---|---|
| Year | 2016 |
| Authors | Marko Đukanović |
| Page from | 28 |
| Page to | 28 |
| Web address | http://www.mk.rs.ba/wp-content/uploads/2014/01/Knjiga-apstrakata.pdf |
Neke geometrijske interpretacije jedinične kugle
| Scientific Conference | VI Matematička konferencija Republike Srpske |
|---|---|
| Year | 2016 |
| Authors | Marko Đukanović and Tatjana Zec |
| Page from | 5 |
| Page to | 5 |
| Web address | http://www.mk.rs.ba/wp-content/uploads/2015/06/Program-konferencije.pdf |
Jedan algoritam za konstrukciju generalizovanih anti- Gaus kvadratura
| Scientific Conference | V Matematička konferencija Republike Srpske |
|---|---|
| Year | 2015 |
| Authors | Marko Đukanović |
| Page from | 10 |
| Page to | 10 |
| Web address | http://www.mk.rs.ba/wp-content/uploads/2015/06/PROGRAM-RADA-2015-A5-PDF.pdf |
Books and bibiliographies
Uvod u operaciona istraživanja
| Publisher | Prirodno-matematički fakultet |
|---|---|
| ISBN | 9789997686053 |
| Year | 2022 |
| Authors | Marko Đukanović and Dragan Matić |
| Type | osnovni udžbenik |
| Page count | 286 |
Zbirka urađenih zadataka sa prijemnih ispita iz matematike
| Publisher | Prirodno-matematički fakultet, Banja Luka |
|---|---|
| ISBN | 978-99955-21-45-5 |
| Year | 2016 |
| Authors | Bojan Nikolić, Boris Petković, Marko Đukanović, Milana Grbić, and Tatjana Zec |
| Type | pomoćni udžbenik |
| Page count | 173 |
Projects
International
Teorijski i računski aspekti nekih problema na grafovima sa primjenama u širenju informacija kroz mreže
U okviru ovog projekta, bavimo se razmatranjem teorijskih i računskih aspektima nekoliko grafovskih problema ...
| Project Number | 1259084 |
|---|---|
| Status | Not archived |
| Type of project | Međunarodni naučnoistraživački - Ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Marko Djukanovic |
| Participants |
Milan Predojevic, ma doc. dr Bojan Nikolic mr Tatjana Zec prof. dr Dragan Matic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2024-01-01 |
| End of the project | 2025-12-31 |
| Project value | 3600.0 BAM |
Nilpotentne orbite i komutativnost matrica
Koncepti teorije matrica i linearne algebre su neophodni za razumijevanje teoretskih konstrukcija koje se nalaze u samoj srži modernih naučnih disciplina kao što su mašinsko učenje i obrada velikih podataka. Analiza velikih podataka je postala neizostavan dio današnje industrije i primjene metoda ove grane se mogu naći svugdje, od očuvanja životne okoline i proizvodnje hrane (npr. koriste se za određivanje idealne vrste...
| Project Number | 1259030 |
|---|---|
| Status | Archived |
| Type of project | Međunarodni naučnoistraživački - Ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dusko Bogdanic |
| Participants |
doc. dr Marko Djukanovic mr Tatjana Zec Sara Koljancic, ma |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2019-01-01 |
| End of the project | 2024-03-05 |
| Project value | 4000.0 BAM |
Teorijski i algoritamski aspekti za rješavanje problema rimske dominacije
Dominacijski problemi igraju važnu ulogu u računarstvu sa teorijskog i praktičnog aspekta. Jedan od takvih tipova problema su dominacijski problemi rimske dominacije. U ovom projektu razmatramo rješavanje više specifičnih problema ovog tipa. Sa teorijskog ugla, proučavaćemo donje i gornje granice ovih problema raznih klasa grafova kao što su hararijevi, točkovi, latice, konveksni politopi itd...
| Project Number | 1259074 |
|---|---|
| Status | Not archived |
| Type of project | Međunarodni naučnoistraživački - Ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Marko Djukanovic |
| Participants |
prof. dr Dragan Matic doc. dr Bojan Nikolic doc. dr Milana Grbic mr Tatjana Zec |
| Business Partner | Ministarstvo civilnih poslova BiH |
| Beginning of realization | 2023-01-01 |
| End of the project | 2024-12-31 |
| Project value | 10000.0 BAM |
Other
Realizacija COST akcije Information, Coding, and Biological Function: The Dynamics of Life
Cilj projekta je podrška realizaciji COST akcije Information, Coding, and Biological Function: The Dynamics of Life i realizacija pratećih aktivnosti
| Project Number | 1259078 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni - ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dragan Matic |
| Participants |
doc. dr Milana Grbic Milan Predojevic, ma doc. dr Marko Djukanovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2023-03-01 |
| End of the project | 2024-08-13 |
| Project value | 2000.0 BAM |
Razvoj modela i algoritama vještačke inteligencije za rješavanje teških problema kombinatorne optimizacije
Ovaj projekat razmatra dizajniranje novih, efikasnih modela i metoda vještačke inteligencije (VI) u svrhu rješavanja NP-teških, praktično zasnovanih problema kombinatorne optimizacije. Hibridne metode su u posljednjoj deceniji postale dominantne u rješavanju ovakvih problema, uveliko su prevazišle rezultate do tada dominantnih klasičnih meta-heuristika ostvarujući značajne uštede u materijalnim resursima u proizvodnji...
| Project Number | 1259086 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Marko Djukanovic |
| Participants |
doc. dr Dimitrije Cvokic Milan Predojevic, ma Nenad Vilendecic doc. dr Milana Grbic prof. dr Dragan Matic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2024-01-01 |
| End of the project | 2024-12-19 |
| Project value | 3500.0 BAM |
Metode bazirane na racionalnim Krilovljevim potprostorima
Metode bazirane na racionalnim Krilovljevim potprostorima su popularne metode za izračunavanje svojstvenih vrijednosti iz ciljanog dijela spektra matrice velikih dimenzija. Osnovna ideja je konstruisati manju matricu H čije svojstvene vrijednosti se poklapaju sa traženim svojstvenim vrijednostima polazne matrice A...
| Project Number | 0830904 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Miroslav Pranic |
| Participants |
mr Tatjana Zec doc. dr Marko Djukanovic prof. dr Vladimir Jovanovic Miroslav Treml prof. dr Dragan Matic |
| Business Partner | Ministarstvo nauke i tehnologije Republike Srpske |
| Beginning of realization | 2016-10-01 |
| End of the project | 2018-12-18 |
| Project value | 12000.0 BAM |
Razvoj i primjena metoda kombinatorne optimizacije i metoda mašinskog učenja u bioinformatici
U okviru ovog projekta predviđena su istraživanja koja se odnose na razvoj i primjenu matematičkih i računarskih metoda u istraživanju podataka u bioinformatici. Bioinformatika je interdisciplinarna nauka tumačenja bioloških podataka pomoću informacionih tehnologija i računaraskih nauka, čiji značaj raste iz dana u dan. Razlozi za to su enorman rast količine podataka koji se svakodnevno pronalaze i čuvaju u raznim bazama podataka...
| Project Number | 1259015 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni - ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dragan Matic |
| Participants |
Sara Koljancic, ma prof. dr Vladimir Jovanovic doc. dr Marko Djukanovic Milan Predojevic, ma doc. dr Milana Grbic prof. dr Dusko Bogdanic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2019-01-01 |
| End of the project | 2020-10-06 |
| Project value | 12410.0 BAM |
Razvoj metoda vještačke inteligencije za rješavanje problema računarske biologije
U okviru projekta predviđena su istraživanja koja se odnose na razvoj metoda vještačke inteligencije za rješavanje problema u računarskoj biologiji i posebno u biološkim mrežama. Računarska biologija je jedno od intenzivno istraživanih interdisciplinarnih područja, koje uključuje razvoj računarskih alata koji pomažu otkrivanju i boljoj interpretaciji bioloških podataka. S obzirom da se biološke mreže mogu posmatrati kao matematičke grafovske strukture, problemi definisani nad ...
| Project Number | 1259052 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dragan Matic |
| Participants |
Sara Koljancic, ma prof. dr Dusko Bogdanic doc. dr Milana Grbic Milan Predojevic, ma doc. dr Marko Djukanovic prof. dr Vladimir Jovanovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2020-01-01 |
| End of the project | 2022-10-30 |
| Project value | 22000.0 BAM |
Randomizirani algoritmi: primjena u rješavanju problema kombinatorne optimizacije
Cilj ovog projekta, koji poržava dodatne aktivnosti na realizaciji COST akcije ROAR-NET (CA22137), je razvoj stohastičkih algoritama raznog tipa za rješavanje praktično zasnovanih problema kombinatorne optimizacije. Neki od tih tipova algoritama uključuju hibridne tehnike bazirane na solidnim ILP modelima, zatim anytime hibride poznati iz domena robitike, te popularne konstruktivne pristupe poput stohastičke pretrage bima...
| Project Number | 1259106 |
|---|---|
| Status | Not archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Marko Djukanovic |
| Participants |
Milan Predojevic, ma |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2025-01-01 |
| End of the project | 2025-10-31 |
| Project value | 1500.0 BAM |
Sufinansiranje pripremnih aktivnosti za izradu projektnog prijedloga - COST akcija
Cilj projekta je priprema projektnog prijedloga COST akcije Dark Proteome - Function, Evolution and TeCHnology i priprema pratećih promotivnih aktivnosti...
| Project Number | 1259037 |
|---|---|
| Status | Archived |
| Type of project | Nacionalni - ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dragan Matic |
| Participants |
mr Tatjana Zec doc. dr Milana Grbic doc. dr Marko Djukanovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj, visoko obrazovanje i informaciono društvo |
| Beginning of realization | 2020-01-01 |
| End of the project | 2021-07-08 |
| Project value | 1500.0 BAM |
Analiza bioloških mreža metodama mašinskog učenja
Projekat "Analiza bioloških mreža metodama mašinskog učenja" ima za cilj istraživanje i razvoj novih metoda za analizu bioloških mreža korišćenjem tehnika mašinskog učenja. Istraživanje je fokusirano na probleme u oblasti bioinformatike i računarske biologije, a poseban akcenat će biti stavljen na razvoj i primjenu algoritama koji mogu efikasno da obrade i analiziraju kompleksne biološke podatke predstavljene biološkim mrežama. ..
| Project Number | 1259087 |
|---|---|
| Status | Not archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Milana Grbic |
| Participants |
prof. dr Dragan Matic Milan Predojevic, ma mr Tatjana Zec Milica Jaguzovic Nenad Vilendecic prof. dr Dusko Bogdanic doc. dr Marko Djukanovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2024-04-01 |
| End of the project | 2025-04-01 |
| Project value | 5500.0 BAM |
Primjena dubokog učenja u poboljšanju efikasnosti algoritama optimizacije
Tradicionalne optimizacione tehnike su se pokazale krucijalnim u rješavanju ogromnog broja praktičnih problema od raspoređivanja do bioinformatike. U posljednjih pola vijeka, mnogi algoritmi, ka što su Genetski, Metod promjenljivih okolina, A* pretraga itd,, su uspješno rješavali probleme iz raznovrsnih domena. U ovom milenijumu, one su dodatno poboljšavane raznim hibridizacijama sa (komplementarnim) tehnikama direktno...
| Project Number | 1259114 |
|---|---|
| Status | Not archived |
| Type of project | Nacionalni - ostali |
| Organizational unit | Prirodno-matematički fakultet |
| Head | doc. dr Marko Djukanovic |
| Participants |
doc. dr Milana Grbic Milan Predojevic, ma doc. dr Dimitrije Cvokic doc. dr Bojan Nikolic Nenad Vilendecic prof. dr Dusko Bogdanic mr Tatjana Zec Milica Jaguzovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2025-03-01 |
| End of the project | 2025-12-31 |
| Project value | 6500.0 BAM |
Savremene računarske metode u analizi bioloških podataka
1. Publikovanje naučnih radova: Priprema i objavljivanje rezultata istraživanja u naučnim časopisima i konferencijskim zbornicima. 2. Diseminacija rezultata: Učešće na konferencijama, seminarima ili radionicama radi diskusije i razmjene iskustva sa naučnom zajednicom, kako u regionalnim tako i u međunarodnim okvirima. 3. Edukacija: Obuka i uključivanje mladih istraživača u naučno –istraživački rad, te stvaranje uslova za unapređenje ...
| Project Number | 1259115 |
|---|---|
| Status | Not archived |
| Type of project | Nacionalni naučnoistraživački |
| Organizational unit | Prirodno-matematički fakultet |
| Head | prof. dr Dragan Matic |
| Participants |
Vladan Jaguzovic, ma Milan Predojevic, ma doc. dr Milana Grbic Nenad Vilendecic prof. dr Dusko Bogdanic doc. dr Bojan Nikolic doc. dr Marko Djukanovic Milica Jaguzovic |
| Business Partner | Ministarstvo za naučnotehnološki razvoj i visoko obarzovanje Republike Srpske |
| Beginning of realization | 2025-04-01 |
| End of the project | 2026-04-30 |
| Project value | 6500.0 BAM |
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