Biography

 

Mitrović Katarina was born in 1991 in Čačak. She finished primary school „Dr Dragiša Mišović“ and high school „Filip Filipović“ in Čačak.

 

In 2010, she enrolled in undergraduate studies at the Faculty of Organizational Sciences in Belgrade, in the Department of Information Systems and Technologies, and finished her studies in 2014, with an average score of 9.16. She wrote a BSc thesis on the topic of „Bayesian Games and Strategic Moves with Examples from the Cinematography“ based on the Game Theory course and received a grade of 10.00. By completing undergraduate studies, she obtained the Engineer of Organizational Sciences title.

 

In 2014, she enrolled in master studies at the Faculty of Organizational Sciences in Belgrade, in the Department of Information Systems and Technology - Information Systems module, and finished her studies in 2015, with an average score of 10.00. She wrote a master's thesis on the topic of „Development of Web Applications Using a Combination of Two Programming Languages“ and received a grade of 10.00. By completing her master's studies, she obtained the Master Engineer of Organizational Sciences title.

 

In 2016, she enrolled in doctoral studies at the University of Belgrade, in the Intelligent Systems study program. She passed all exams with a grade of 10.00.

 

In 2010, Katarina received a reward from the municipality of the city of Čačak, for the success achieved at the entrance exam for faculty. In 2011, 2012, 2013, and 2014, she received a reward from the Faculty of Organizational Sciences, for achieving an average score. In 2011, she received a republic student scholarship, and in 2012, 2013, and 2014, a municipal student scholarship.

 

Work engagement

 

In November 2013, Katarina completed a professional practice in the course Legal Fundamentals of Information Systems at the Faculty of Organizational Sciences, which was carried out in cooperation with the Ministry of Internal Affairs of the Republic of Serbia.

 

In August 2015, she completed an internship in the company „Sloboda A.D. Čačak“, in the sector of Economics, organization, and information systems.

 

From October 2015 to February 2016, she was trained at the firm CBS Systems in the field of ERP system development.

 

From March 2016 to August 2017, she was working as a teaching assistant trainee at the Faculty of Technical Sciences in Čačak. In August 2017, she was elected to the position of teaching assistant. 

Courses: Data Warehouse and Knowledge Discovery, Artificial Intelligence, Database Programming, Object-oriented Programming, Information Technologies, Computer Applications, and Introduction to Information Systems.

 

Publications

 

Chapter in the monograph – M14:

1. Mitrović K, Milošević D. Pose Estimation and Joint Angle Detection Using Mediapipe Machine Learning Solution. In: Filipovic, N. (eds) Applied Artificial Intelligence: Medicine, Biology, Chemistry, Financial, Games, Engineering. AAI 2022. Lecture Notes in Networks and Systems. 2023; 659. Springer, Cham. doi: 10.1007/978-3-031-29717-5_8

Papers in an international journal of exceptional value – М21а:

1. Mitrović K, Savić AM, Radojičić A, Daković M, Petrušić I. Machine learning approach for Migraine Aura Complexity Score prediction based on magnetic resonance imaging data. Journal of Headache and Pain. 2023; 24:169. (IF2022=7.4) doi: 10.1186/s10194-023-01704-z

Papers in a prominent international journal – М22:

1. Mitrović K, Petrušić I, Radojičić A, Daković M, Savić A. Migraine with aura detection and subtype classification using machine learning algorithms and morphometric magnetic resonance imaging data. Frontiers in neurology. 2023; 14. (IF2023=4.086) doi: 10.3389/fneur.2023.1106612

Papers presented at conferences of international importance, full text – M33:

1. Mitrović K, Milošević D, Stefanović N. Web Applications Development Using a Combination of Java and Groovy Programming Languages. 6th Informational Conference on Information Society and Technology – ICIST2016. Kopaonik, Serbia. 2016; 2: 359-364.
2. Mitrović K, Milošević D, Stefanović N, Milošević M. Grails Application in Entrepreneurship. Technics and Informatics in Education – TIO2016, Part II – Information and Educational Technologies. Čačak, Serbia. 2016; 2(18):237-242.
3. Šošić S, Ristić O, Mitrović K, Milošević D. Software Testing Course in IT Undergraduate Education in Serbia. 7th International Scientific Conference Technics and Informatics in Education – TIE 2018. Čačak, Serbia. 2018; 224-229.
4. Damnjanović Đ, Mitrović K. Usability Testing in Human-Computer Interaction Classroom. 7th International Scientific Conference Technics and Informatics in Education – TIE 2018. Čačak, Serbia. 2018; 179-186.
5. Bursać M, Milošević D, Mitrović K. Proposed Model for Automatic Learning Style Detecting Based on Artificial Intelligence. 11th International Scientific Conference Science and Higher Education in Function of Sustainable Development – SED 2019. Mećavnik – Drvengrad, Užice, Serbia. 2019; 47-54.
6. Mitrović K, Milošević D, Greconici M. Comparison of Machine Learning Algorithms for Shelter Animal Classification. IEEE 13th International Symposium on Applied Computational Intelligence and Informatics – SACI 2019. Timisoara, Romania. 2019.
7. Mitrović K, Milošević D. Flower Classification with Convolutional Neural Networks. 23rd International Conference on System Theory, Control and Computing – ICSTCC 2019. Sinaia, Romania. 2019; 845-850.
8. Ružičić V, Mitrović K. Knowledge Innovation Trends in the Standardization Field „Road Vehicles Engineering” and „Railway Engineering”. 7th International Symposium NEW HORIZONS of transports and communications 2019. Doboj, Bosna i Hercegovina. 2019.
9. Karić K, Radović M, Mitrović K. Development and Evaluation of CATAPEX Tutorial for the Database Practice Course. 8th Scientific International Conference Technics and Informatics in Education – TIЕ2020. Čačak, Serbia. 2020; 183-188.
10. Mitrović K, Milošević D. Classification of Malaria-Infected Cells using Convolutional Neural Networks. IEEE 15th International Symposium on Applied Computational Intelligence and Informatics – SACI21. Timisoara, Romania. 2021. 
11. Blagojević M, Milošević D, Mitrović K, Kostić M, Paripović D. Predicting the Ideal Weight in the Process of Hemodialysis in Children Using Artificial Neural Networks. 1st International Conference „Conference on Advances in Science and Technology“ – COAST2022. Herceg Novi, Montenegro. 2022.
12. Karić K, Gaborović A, Blagojević M, Milošević D, Mitrović K, Plašić J. Comparison of regression methods and tools using the example of predicting the success of graduate master’s students in different fields of education. 9th International scientific conference Technics and Informatics in Education – TIE 2022. Čačak, Serbia. 2022.
13. Blagojević M, Milošević D, Mitrović K, Kostić M, Paripović D. Predicting the ideal weight in the process of dialysis in children using regression algorithms. XI international conference of social and technological development – STED 2022. Trebinje, Bosna i Hercegovina. 2022.
14. Milošević D, Mladenović V, Blagojević M, Mitrović K. Application оf Neural Network Model in Pediatric Hemodialysis for Overhydration Prediction: A Case Study of Artificial Intelligence in Healthcare. 2nd International Conference „Conference on Advances in Science and Technology“ – COAST2023.  Herceg Novi, Montenegro. 2023.
15. Karić K, Stefanović N, Mitrović K. Prediction of Hotel Reservation Cancellation Based on Machine Learning Models. 2nd International Conference „Conference on Advances in Science and Technology“ – COAST2023. Herceg Novi, Montenegro. 2023.
16. Đorđević S, Milošević D, Mitrović K, Kostić M, Cvetković M, Mladenović V. Prediction of Overhydration in the Process of Pediatric Hemodialysis using Artificial Neural Network. IEEE 12th Mediterranean Conference on Embedded Computing – MECO’2023. Budva, Montenegro. 2023.

Papers presented at conferences of national significance, full text – M63:

1. Ристић О, Митровић К, Урошевић В. Мобилне апликације у учењу алгоритама и структура података. Информационе технологије, образовање и предузетништво – ИТОП2017. Чачaк, Србија. 2017; 259-265.
2. Ружичић В, Митровић К. Значај иновирања знања у стандардизованој области квалитета. 22. међународна DQM конференција Управљање квалитетом и поузданошћу – ICDQM-2019. Пријевор, Србија. 2019; 149-154.
3. Митровић К, Ружичић В, Yigang C, Ming L. Утицај ИоТ на побољшање безбедности учесника у саобраћају применом вештачке интелигенције и детекције аномалних догађаја. YU INFO 2022. Копаоник, Србија. 2022.
4. Карић К, Митровић К. Преглед литературе из области паметних, адаптивних и персонализованих окружења за е-учење и технологија учења. YU INFO 2022. Копаоник, Србија. 2022.

Papers presented at conferences of national significance, abstract – М64:

1. Mladenović V, Milošević D, Blagojević M, Mitrović K. Razvoj sistema za praćenje adekvatnosti procesa hemodijalize sa predikcijom balansa telesne tečnosti kod dece. Konferencija veštačka inteligencija: Knjiga apstrakata. Beograd: Matematički institut SANU. 2023.
2. Mitrović K, Milošević M. Detekcija požara u ruralnim predelima primenom dubokog učenja. Konferencija veštačka inteligencija: Knjiga apstrakata. Beograd: Matematički institut SANU. 2023.

 

Projects

 

Project duration: 2021 -
Project name: Enhancing digital and psychological resilience through peer networking in the online environment in times of crises (DigiPsyRes)
Project number: 2021-1-RS01-KA220-HED-000032204
Program: Erasmus+
Project manager: prof. Dr. Darko Hinić

 

Project duration: 2020 -
Project name: Adaptive methods for channel and RF front-end equalization in NOMA systems
Project number: 451-02-697 /2022-09/17
Program: India-Serbia Program of Cooperation in Science and Technology
Project manager: prof. Dr. Vladimir Mladenović

 

Project duration: 2020 -
Project name: Anomaly detection in video surveillance based on 5G edge
Project number: 337-00-426/2021-09
Program: Scientific and technological cooperation between the Republic of Serbia and the Republic of China, bilateral
Project manager: prof. Dr. Vladimir Mladenović

 

Duration of the project: 2020 – 2023.
Project name: Youth new personal & employable skills development
Project number: 2019-3-RO01-KA205-077982
Program: Erasmus+
Project manager: prof. Dr. Vladan Devedžić

 

Duration of the project: 2020 – 2024.
Project name: Advanced development of hemodialysis system with predictive fluid balance in body for kids
Program: Eureka
Project manager: prof. Dr. Vladimir Mladenović

 

Project duration: January 2018 - October 2019, December 2019 - April 2020, December 2020 - February 2022.
Project name: Serbia at your fingertips - Digital transformation for development, IT retraining program, JAVA programming
Program: United Nations Development Program (UNDP)
Project manager: prof. Danijela Milošević, Ph.D

 

Duration of the project: 2017 - 2018.
Project name: Curriculum development and teacher competencies for courses in basic academic studies of Information Technology accredited in 2017
Program: Ministry of Education, Science and Technological Development of the Republic of Serbia within the program activity "Development of higher education"
Project manager: prof. Danijela Milošević, Ph.D

 

Duration of the project: 2011 – 2024.
Project name: Infrastructure for electronically supported learning in Serbia
Project number: 47003
Program: Ministry of Education, Science and Technological Development of the Republic of Serbia
Project manager: prof. Dr. Vladan Devedžić

 

Other information

 

- Completed the Ethics and Integrity course, 2022.

- Organization committee member of the TIE 2022 conference, Čačak, Serbia, 2022.

- Participated in Training source for youth workers, Nicosia, Cyprus, 2022.

- Member of the Career Guidance Team since March 2022.

- Completed Huawei HCIA AI course, 2021.

- Organization committee member of the TIE 2020 conference, Čačak, Serbia, 2020.

- Attended Oracle OpenWorld Middle East event, Dubai, United Arab Emirates, 2020.

- Attended the World Future Energy Summit, Abu Dhabi, United Arab Emirates, 2020.

- Co-Chair at IEEE conference ICSTCC 2019, Sinaia, Romania, 2019.

- Completed the courses Academic Integrity 1 and Academic Integrity 2, 2019.

- Completed Oracle Database Programming with PL/SQL course, 2019.

- Participated in the International Fair of Techniques and Technical Achievements, Belgrade, Serbia, 2019.

- Secretary of the Department of Information Technologies at the Faculty of Technical Sciences in Čačak, March 2019 – November 2022.

- Completed IT and business training organized by Science and Technology Park, Čačak, 2018.

- Organization committee member of the TIE 2018 conference, Čačak, Serbia, 2018.

- Member of the commission for reaccreditation of basic academic studies in Information Technology, 2017.

- Completed the Oracle Database Design and Programming with SQL course, 2016.

- Attended the Mobile Monday event, Belgrade, Serbia, 2014.

- Attended the SportBizz conference, Belgrade, Serbia, 2013.