Назад

РЕЗУЛТАТИ ПРОДУКЦИЈЕ НАУЧНО ИСТРАЖИВАЧКОГ/УМЈЕТНИЧКОГ РАДА

Marijana Ćosović

Doktor tehničkih nauka

marijana.cosovic@etf.ues.rs.ba

Чланица : Електротехнички факултет

Датум избора у звање : 23.02.2018

Ужа научна област : Računarske nauke

AGN-7373-2022

0000-0003-3398-3157

56582117800

https://scholar.google.com/citations?hl=en&user=tW7WUDEAAAAJ

 

 Научне књиге Укупно
4
  1. M. Ćosović, R. Janković, B. Ramić-Brkić, "Cultural Heritage Image Classification", Data Analytics for Cultural Heritage, Vol. 1, No. 1, pp. 25-45, ISBN 978-3-030-66776-4, DOI 10.1007/978-3-030-66777-1, 2021
  2. B. Ramić-Brkić, M. Ćosović, E. Begić, "Physical and Cognitive Therapy Enhancement Using Game-Based Learning", Advanced Technologies, Systems, and Applications V: Papers Selected by the Technical Sciences Division of the Bosnian-Herzegovinian American Academy of Arts and Sciences 2020, Vol. 142, pp. 343-359, ISBN 978-3-030-54764-6, DOI https://doi.org/10.1007/978-3-030-54765-3_24, 2021
  3. M. Ćosović, S. Obradović, E. Junuz, "Deep learning for detection of BGP anomalies", Time Series Analysis and Forecasting , pp. 95-113, ISSN 1431-1968, ISBN 978-3-319-96943-5, DOI 10.1007/978-3-319-96944-2, 2018
  4. S. Damjanović, M. Banjanin, M. Ćosović, M. Forcan, "PRAKTIKUM ZA LABORATORIJSKE VJEŽBE IZ ELEKTRIČNIH MJERENјA", No. COBISS.RS-ID 5942552, pp. 87, ISBN 978-99976-682-2-6, 2016
 Научни часописи Укупно
4
  1. M. Ćosović, S. Obradović, "BGP Anomaly Detection with Balanced Datasets", Technical gazette/Tehnicki Vijesnik, Vol. 25, No. 3, pp. 766-775, DOI https://doi.org/10.17559/TV-20170219114900, 2018
  2. M. Ćosović, E. Junuz, "BGP anomaly prediction using ensemble learning", International Journal of Machine Learning and Computing, Vol. 9, No. 4, pp. 452-457, 2019
  3. M. Ćosović, B. Ramić-Brkić, "Game Based Learning In The Museums - Cultural Heritage Applications", Information, Vol. 11, No. 1, DOI https://doi.org/10.3390/info11010022, 2020
  4. M. Ćosović, S. Obradović, "Ensemble methods for classifying BGP anomalies", Academic Journal Industrial Technologies, Vol. IV, No. 1, pp. 12-20, ISSN 13149911, 2017
 Научни скупови Укупно
23
  1. M. Ćosović, R. Janković, A. Amelio, "A Survey on Writer Identification and Recognition Methods with a Special Focus on Cultural Heritage", TPDL2022: 26th International Conference on Theory and Practice of Digital Libraries, 2022
  2. V. Kuchanskyy, O. Rubanenko, M. Ćosović, I. Hunko, "Analyzing the Еffects of Abnormal Resonance Voltages using Artificial Neural Networks ", 2022 21st International Symposium INFOTEH-JAHORINA, 2022
  3. M. Ćosović, M. Maksimović, "Application of the digital twin concept in cultural heritage", VIPERC2022: 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding, 2022
  4. B. Ramić-Brkić, M. Ćosović, "Exploring digital tourism application for medieval period reconstruction", VIPERC2022: 1st International Virtual Conference on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding, 2022
  5. M. Maksimović, M. Ćosović, "Towards the Implementation of IoT System for Preservation: the Church of Holy Archangels Michael and Gabriel Case Study", 2022 21th International Symposium INFOTEH-JAHORINA (INFOTEH), 2022
  6. M. Ćosović, O. Rubanenko, S. Gundebommu, "Analysis of the distributed power generation with focus on power plant technical conditions", 2021 20th International Symposium INFOTEH-JAHORINA (INFOTEH), 2021
  7. R. Janković, A. Amelio, M. Ćosović, "Analyzing the Еffects of Мobility and Season on COVID-19 Cases Using Negative Binomial Regression: a European Case Study", 2021 20th International Symposium INFOTEH-JAHORINA (INFOTEH), 2021
  8. O. Rubanenko, S. Gundebommu, M. Ćosović, V. Lesko, "Predicting the Power Generation from Renewable Energy Sources by using ANN", 2021 20th International Symposium INFOTEH-JAHORINA (INFOTEH), 2021
  9. M. Ćosović, B. Ramić-Brkić, "Application of game-based learning in cultural heritage", Proceedings of 2nd International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 16th Italian Research Conference on Digital Libraries (IRCDL 2020) , Vol. 2602, pp. 58-63, ISSN 1613-0073, 2020
  10. M. Ćosović, R. Janković, "CNN Classification of the Cultural Heritage Images", 2020 19th International Symposium INFOTEH-JAHORINA (INFOTEH) , 2020
  11. S. Gundebommu, O. Rubanenko, M. Ćosović, "Determination of Normative Value Power Losses in Distribution power grids with Renewable Energy Sources using Criterion Method", 2020 19th International Symposium INFOTEH-JAHORINA (INFOTEH) , 2020
  12. M. Ćosović, A. Amelio, E. Junuz, "Classification Methods in Cultural Heritage ", Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), Vol. 2320, pp. 13-24, ISSN 1613-0073, URL http://ceur-ws.org/Vol-2320/, 2019
  13. B. Ramić-Brkić, M. Ćosović, S. Rizvić, "Cultural Heritage Digitalization in BiH: State-of-the-Art Review and Future Trends ", Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), Vol. 2320, pp. 39-49, ISSN 1613-0073, URL http://ceur-ws.org/Vol-2320/, 2019
  14. M. Ćosović, E. Junuz, "Neural network approaches for air pollution prediction", ITISE 2019 - International conference on Time Series and Forecasting, ISBN 978-84-17970-79-6 , 2019
  15. M. Maksimović, M. Ćosović, "Preservation of Cultural Heritage Sites using IoT", 2019 18th International Symposium INFOTEH-JAHORINA (INFOTEH), pp. 1-4, ISBN 978-1-5386-7072-9 , 2019
  16. R. Janković, M. Ćosović, A. Amelio, "Time Series Prediction of Air Pollutants A Case Study for Serbia, Bosnia and Herzegovina and Italy", 2019 18th International Symposium INFOTEH-JAHORINA (INFOTEH) , ISBN 978-1-5386-7073-6 , 2019
  17. M. Ćosović, E. Junuz, "Air Pollution Forecasting using Machine Learning Techniques", ITISE 2018 - International conference on Time Series and Forecasting, Vol. 1, pp. 264-273, ISBN 978-84-17293-57-4, 2018
  18. M. Ćosović, S. Obradović, "Metodologija detekcije anomalija u BGP-u", 2018 17th International Symposium INFOTEH-JAHORINA (INFOTEH), 2018
  19. M. Ćosović, S. Obradović, E. Junuz, "Deep learning for detection of BGP anomalies", ITISE 2017 - International work-conference on Time Series Analysis, Vol. 1, pp. 487–498, ISBN 978-84-17293-01-7, 2017
  20. M. Ćosović, S. Obradović, L. Trajkovic, "Classifying anomalous events in BGP datasets", The 29th Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2016), 2016
  21. E. Becirovic, M. Ćosović, "Machine learning techniques for short-term load forecasting", 4th International Symposium on Environmental Friendly Energies and Applications (EFEA), 2016
  22. M. Ćosović, E. Junuz, "Methods for Air Pollution Prediction based on Machine Learning Algorithms", 12th International Conference on Computer and Electrical Engineering (ICCEE 2019), 2019
  23. M. Ćosović, S. Obradović, "Application of Supervised Machine Learning in BGP Anomaly Detection", INTERNATIONAL CONFERENCE ON THEORETICAL AND APPLIED COMPUTER SCIENCE AND ENGINEERING, ISBN 978-605-9546-08-9, 2017
 Остало Укупно
13
  1. M. Ćosović, S. Obradović, L. Trajkovic, "Performance Evaluation of BGP Anomaly Classifiers", The Third International Conference on Digital Information, Networking and Wireless Communications, pp. 115-120, ISBN 987-1-4799-6375-1, DOI 10.1109/DINWC.2015.7054228, 2015
  2. M. Ćosović, S. Obradović, "Sigurnost u BGP protokolu", INFOTEH-JAHORINA, ISBN 978-99955-763-3-2, 2014
  3. M. Ćosović, S. Obradović, L. Trajkovic, "Using databases for BGP data analysis", International Scientific Conference UNITECH, Vol. 2, pp. 367-370, ISSN 1313-230X, 2014
  4. M. Ćosović, L. Trajkovic, S. Obradović, "Algorithms for investigation of abnormal BGP events", International Conference UNITECH, Vol. 2, pp. 253-257, ISSN 1313-230X, 2013
  5. M. Ćosović, L. Trajkovic, S. Obradović, "Feature selection techniques for machine learning", International Scientific Conference UNITECH, Vol. 1, pp. 85-89, ISSN ISSN 1313-230X, 2013
  6. M. Ćosović, M. Maksimović, S. Obradović, "Role of Data Mining techniques in Wireless Sensor Networks", XI International Conference ETAI , 2013
  7. M. Ćosović, M. Maksimović, "Sensor Networks Energy Efficiency in Subthreshold Voltage Domain", INFOTEH-JAHORINA, Vol. 12, pp. 445-449, 2013
  8. M. Ćosović, Z. Babić, "Energy efficiency comparative analysis of modular reduction modules based on Barrett and Montgomery algorithms", X International Conference ETAI, ISBN 978-9989 -2175-9-3, 2011
  9. M. Ćosović, A. Akagić, Z. Babić, "Usporedna energetska analiza FPGA realizacija modularnih množača", INFOTEH-JAHORINA, Vol. 10, No. E-VI -6, pp. 869-873, ISBN 978-99938-624-6-8, 2011
  10. M. Ćosović, Z. Babić, "Mogućnosti implementacije RSA i ECC algoritama u RFID sistemima primjenom Montgomery množača", INFOTEH-JAHORINA, Vol. 9, No. E-VI -7, pp. 847-851, ISBN 99938-624-2-8, 2010
  11. M. Ćosović, Z. Babić, "Realizacija modularnih množača ", VIII Simpozijum Energetska Elektronika, INDEL 2010, pp. 96-100, ISBN 978-99955-46-03-8, 2010
  12. M. Maksimović, M. Ćosović, "BER performanse digitalnih šema baziranih na PSK modulacijama", Indel, 2008
  13. M. Ćosović, V. Litovski, "O jednom konceptu implementacije AES algoritma šifrovanja na FPGA čipu", VII Simpozij Energetska Elektronika, INDEL 2008, pp. 82-86, ISBN 978-99955-46-01-4, 2008