Assoc. Prof. Jelena Slivka


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Jelena Slivka

Associate Professor


Telephone021/485-2426
E-mail
Academic titleAssociate Professor
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Associate Professor
10.07.2020.
PositionFromToOrganizational unit
Assistant Professor10.07.2015.Chair of Informatics
Assistant with PhD24.12.2014.01.06.2015.Sub-department for Applied Computer Science and Informatics
Assistant - Master01.01.2014.01.12.2014.Sub-department for Applied Computer Science and Informatics
Professional Associate on Project01.11.2013.01.12.2013.Sub-department for Applied Computer Science and Informatics
Professional Associate on Project01.11.2012.01.10.2013.Sub-department for Applied Computer Science and Informatics
Assistant - Master01.10.2011.01.10.2012.Sub-department for Applied Computer Science and Informatics
TitleIn institution
Editor modela elektroenergetskih objekata za DMS softver

Bachelor's thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2008

Adaptivni sistem za automatsku polu-nadgledanu klasifikaciju podataka Adaptive System for Automated Semi-supervised Data Classification

PhD thesis

Electrical and Computer Engineering

Faculty of Technical Sciences

2014

Criterium of productionDescription
() Researches published in the journals of the international importanceŠkipina M., Slivka J., Luburić N., Kovačević A.: Automatic detection of Feature Envy and Data Class code smells using machine learning, Expert Systems with Applications, 2023, ISSN 0957-4174
() Researches published in the journals of the international importanceKovačević A., Slivka J., Vidaković D., Grujić K., Luburić N., Prokić S., Sladić G.: Automatic detection of Long Method and God Class code smells through neural source code embeddings, Expert Systems with Applications, 2022, Vol. 204, pp. 99999-99999, ISSN 0957-4174
() Research published in the top international journalKovačević A., Luburić N., Slivka J., Prokić S., Grujić K., Vidaković D., Sladić G.: Automatic detection of code smells using metrics and CodeT5 embeddings: a case study in C#, Neural Computing and Applications, 2024, ISSN 0941-0643
() Research published in the top international journalLuburić N., Slivka J., Dorić L., Prokić S., Kovačević A.: A framework for designing software engineering project-based learning experiences based on the 4C/ID model, Education and Information Technologies, 2024, Vol. 29, No. 9, ISSN 1360-2357
() Research published in the top international journalSlivka J., Sladić G., Milosavljević B., Kovačević A.: RSSalg software: a tool for flexible experimenting with co-training based semi-supervised algorithms, Knowledge-Based Systems, 2017, Vol. 121, pp. 4-6, ISSN 0950-7051
() Research published in the top international journalSlivka J., Sladić G., Milosavljević B., Kovačević A.: RSSalg software: a tool for flexible experimenting with co-training based semi-supervised algorithms, Knowledge-Based Systems, 2017, ISSN 0950-7051
() Research published in the prominent international journalSegedinac M., Savić G., Zeljković I., Slivka J., Konjović Z.: Assessing code readability in Python programming courses using eye-tracking, Computer Applications in Engineering Education, 2023, ISSN 1061-3773, UDK: 1099-0542
() Research published in the prominent international journalLuburić N., Slivka J., Sladić G., Milosavljević G.: The challenges of migrating an active learning classroom online in a crisis, Computer Applications in Engineering Education, 2021, Vol. 2021, pp. 1-25, ISSN 1061-3773
() Research published in the prominent international journalLuburić N., Sladić G., Slivka J., Milosavljević B.: A Framework for Teaching Security Design Analysis Using Case Studies and the Hybrid Flipped Classroom, ACM Transactions on Computing Education (TOCE), 2019, Vol. 19, No. 3, ISSN 1946-6226
() Research published in the prominent international journalSlivka J., Kovačević A., Konjović Z.: Combining Co-Training with Ensemble Learning for Application on Single-View Natural Language Datasets, Acta Polytechnica Hungarica, Journal of Applied Sciences, 2013, Vol. 10, No. 2, pp. 133-152, ISSN 1785-8860
() Research published in the international journalProkić S., Luburić N., Slivka J., Kovačević A.: Prescriptive procedure for manual code smell annotation, Science of Computer Programming, 2024, ISSN 0167-6423
() Research published in the international journalSlivka J., Luburić N., Prokić S., Grujić K., Kovačević A., Sladić G., Vidaković D.: Towards a systematic approach to manual annotation of code smells, Science of Computer Programming, 2023, ISSN 0167-6423
() Research published in the international journalMilosavljević G., Sladić G., Milosavljević B., Zarić M., Gostojić S., Slivka J.: Context-sensitive Constraints for Access Control of Business Processes, Computer Science and Information Sistems, 2018, Vol. 15, No. 1, pp. 1-30, ISSN 1820-0214
() Research published in the international journalSlivka J., Kovačević A., Konjović Z.: Combining Co-Training with Ensemble Learning for Application on Single-View Natural Language Datasets, Acta Polytechnica Hungarica, Journal of Applied Sciences, 2013, Vol. 10, No 2, pp. 133-152, ISSN 1785-8860
() Research published in the international journalMilosavljević G., Sladić G., Milosavljević B., Zarić M., Gostojić S., Slivka J.: Context-sensitive Constraints for Access Control of Business Processes, Computer Science and Information Sistems, 2018, Vol. 15, No 1, pp. 1-30, ISSN 1820-0214
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Co-training based algorithm for datasets without the natural feature split, 8. IEEE International Symposium on Intelligent Systems and Informatics (SISY), Subotica, 2010, pp. 279-284, ISBN 978-1-4244-7394-6
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Addressing the cold-start new-user Problem for Recommendation with Co-training, 4. International Conference on Information Science and Technology (ICIST), Kopaonik, 9-13 Mart, 2014, pp. 204-209, ISBN 978-86-85525-14-8
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Co-training based-algorithms applied to subjectivity detection task, 2. International Conference on Information Society Technology and Management, Kopaonik: Informaciono društvo Srbije, 29-3 Februar, 2012, pp. 100-105, ISBN 978-86-85525-10-0
() Report from the international meeting printed in its entiretySlivka J., Kovačević A.: Co-training based algorithm for gender detection from emotional speech, 6. International Conference on Information Science and Technology (ICIST), Kopaonik, 29-2 Februar, 2016
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Multi-label classification experiments with co-training algorithm, 1. International Conference on Information Society Technology and Management, Kopaonik: Informaciono društvo Srbije, 7-8 Mart, 2011, ISBN 9788685525070
() Report from the international meeting printed in its entiretyVujanović A., Gojić G., Turović R., Slivka J., Kovačević A.: The Influence of Nearby Geographical Objects on the Popularity of Bicycle-Sharing Stations, 7. International Conference on Information Science and Technology (ICIST), Kopaonik: Society for Information Systems and Computer Networks, 12-15 Mart, 2017, pp. 9-12, ISBN 978-86-85525-19-3
() Report from the international meeting printed in its entiretySlivka J., Ping Z., Kovačević A., Konjović Z., Obradović Z.: Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers, 11. International Conference on Machine Learning and Applications, Boca Raton: The Institute of Electrical and Electronics Engineers, Inc., 12-15 Decembar, 2012, pp. 458-464, ISBN 978-0-7695-4913-2
() Report from the international meeting printed in its entiretySlivka J., Nikolić M., Ristovski K., Radosavljević V., Obradović Z.: Distributed Gaussian Conditional Random Fields Based Regression for Large Evolving Graphs, 1. SIAM International Conference on Data Mining, Philadelphia, 24-26 April, 2014
() Report from the international meeting printed in its entiretySlivka, J., Kovačević, A.; Konjović, Z."Co-training based algorithm for datasets without the natural feature split". Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on, 2010., Pages 279-284, 10.09.2010. http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=5598965
() Report from the international meeting printed in its entiretyLuburić N., Savić G., Milosavljević G., Segedinac M., Slivka J.: A code generator for building front-end tier of REST-based rich client web applications, 6. International Conference on Information Science and Technology (ICIST), Kopaonik: Society for Information Systems and Computer Networks, 29-2 Februar, 2016, pp. 28-33, ISBN 978-86-85525-18-6
() Report from the international meeting printed in its entiretyLuburić N., Dorić L., Slivka J.: Elephants in the Amphitheater, 30. Skup "Trendovi razvoja" - TREND, Vrnjačka Banja: Univerziteta u Novom Sadu, Fakultet tehničkih nauka, 7-10 February, 2024, pp. 76-81, ISBN 978-86-6022-635-0
() Report from the international meeting printed in its entiretyProkić S., Luburić N., Slivka J., Kovačević A.: Identification of Code Properties that Support Code Smell Analysis, 46. MIPRO, Opatija, 22-26 May, 2023
() Report from the international meeting printed in its entiretyVidaković D., Slivka J., Luburić N., Savić G., Kovačević A.: A case study in combining project-based learning and autograding in Machine Learning education, 13. International conference on information society and technology, Kopaonik: Information Society of Serbia - ISOS, 12-15 March, 2023, pp. 20-30, ISBN 978-86-85525-24-7
() Report from the international meeting printed in its entiretyDorić L., Luburić N., Slivka J., Kovačević A.: Understanding the Teamwork Challenges of Software Engineering Students, 46. MIPRO, Opatija, 22-26 May, 2023
() Report from the international meeting printed in its entiretyIlija B., Jelena V., Slivka J., Grujić K., Kovačević A.: Semi-supervised detection of Long Method and God Class code smells, 20. 2022 IEEE 20th Jubilee International Symposium on Intelligent Systems and Informatics (SISY), Subotica: IEEE, 15-17 September, 2022, pp. 403-408, ISBN 978-1-6654-8988-1
() Report from the international meeting printed in its entiretyLuburić N., Vidaković D., Slivka J., Prokić S., Grujić K., Kovačević A., Sladić G.: Clean Code Tutoring: Makings of a Foundation, 14. International Conference on Computer Supported Education, Online: SCITEPRESS – Science and Technology Publications, Lda, 22-24 April, 2022, pp. 137-148, ISBN 978-989-758-562-3
() Report from the international meeting printed in its entiretyAleksić A., Savić F., Kaplar A., Vidaković J., Slivka J., Vidaković M.: Integration of Mainflux platform into a MultiAgent based HEMS framework , 11. International Conference on Information Science and Technology (ICIST), Kopaonik, 7-10 March, 2021
() Report from the international meeting printed in its entiretyProkić S., Grujić K., Luburić N., Slivka J., Kovačević A., Vidaković D., Sladić G.: Clean Code and Design Educational Tool, 44. MIPRO - International convention on information and communication technology, electronics and microelectronics - Savjetovanje o mikroračunalima u telekomunikacijama, Opatija, 27-1 September, 2021, pp. 1601-1606, ISBN 978-953-233-101-1
() Report from the international meeting printed in its entiretyAleksić A., Vidaković M., Slivka J., Milosavljević B., Kaplar A.: Multi-Agent based HEMS framework, 10. International Conference on Information Science and Technology (ICIST), Kopaonik, 8-11 March, 2020, pp. 84-88, ISBN 978-86-85525-24-7
() Report from the international meeting printed in its entiretyZeljković I., Slivka J., Savić G., Segedinac M.: The model of code readability features: visual, structural and textual, 9. International Conference on Information Science and Technology (ICIST), Kopaonik, 10-13 March, 2019, pp. 160-164, ISBN 978-86-85525-24-7
() Report from the international meeting printed in its entiretyPavlić M., Francuski O., Jovin I., Slivka J., Kovačević A.: Predicting different types of dementia using structured data, 9. International Conference on Information Science and Technology (ICIST), Kopaonik, 10-13 March, 2019, pp. 155-159
() Report from the international meeting printed in its entiretyDobrički T., Vlajić O., Vidaković D., Slivka J.: Generating images to fool trained neural networks using a simple search algorithm, 9. International Conference on Information Science and Technology (ICIST), Kopaonik, 10-13 March, 2019, pp. 15-18, ISBN 978-86-85525-24-7
() Report from the international meeting printed in its entiretyVujanović A., Gojić G., Turović R., Slivka J., Kovačević A.: The Influence of Nearby Geographical Objects on the Popularity of Bicycle-Sharing Stations, 7. International Conference on Information Science and Technology (ICIST), Kopaonik: Society for Information Systems and Computer Networks, 12-15 March, 2017, pp. 9-12, ISBN 978-86-85525-19-3
() Report from the international meeting printed in its entiretyLuburić N., Savić G., Milosavljević G., Segedinac M., Slivka J.: A code generator for building front-end tier of REST-based rich client web applications, 6. International Conference on Information Science and Technology (ICIST), Kopaonik: Society for Information Systems and Computer Networks, 29-2 February, 2016, pp. 28-33, ISBN 978-86-85525-18-6
() Report from the international meeting printed in its entiretySlivka J., Kovačević A.: Co-training based algorithm for gender detection from emotional speech, 6. International Conference on Information Science and Technology (ICIST), Kopaonik, 29-2 February, 2016
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Addressing the cold-start new-user Problem for Recommendation with Co-training, 4. International Conference on Information Science and Technology (ICIST), Kopaonik, 9-13 March, 2014, pp. 204-209, ISBN 978-86-85525-14-8
() Report from the international meeting printed in its entiretySlivka J., Nikolić M., Ristovski K., Radosavljević V., Obradović Z.: Distributed Gaussian Conditional Random Fields Based Regression for Large Evolving Graphs, 1. SIAM International Conference on Data Mining, Philadelphia, 24-26 April, 2014
() Report from the international meeting printed in its entiretySlivka J., Ping Z., Kovačević A., Konjović Z., Obradović Z.: Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers, 11. International Conference on Machine Learning and Applications, Boca Raton: The Institute of Electrical and Electronics Engineers, Inc., 12-15 December, 2012, pp. 458-464, ISBN 978-0-7695-4913-2
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Co-training based-algorithms applied to subjectivity detection task, 2. International Conference on Information Society Technology and Management, Kopaonik: Informaciono društvo Srbije, 29-3 February, 2012, pp. 100-105, ISBN 978-86-85525-10-0
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Multi-label classification experiments with co-training algorithm, 1. International Conference on Information Society Technology and Management, Kopaonik: Informaciono društvo Srbije, 7-8 March, 2011, ISBN 9788685525070
() Report from the international meeting printed in its entiretySlivka J., Kovačević A., Konjović Z.: Co-training based algorithm for datasets without the natural feature split, 8. IEEE International Symposium on Intelligent Systems and Informatics (SISY), Subotica, 2010, pp. 279-284, ISBN 978-1-4244-7394-6
() Research published in the scientific journalSlivka J., Kovačević A.: Semi-Supervised News Genre Classification, The IPSI BgD Transactions on Internet Research, New York-Frankfurt-Tokio-Belgrade, 2013, Vol. 9, No. 1, pp. 32-37, ISSN 1820-4503
() Research published in the scientific journalSlivka J., Kovačević A., Konjović Z.: Multi-Label Classification Experiments with Co-Training Based-Algorithm, E-society journal, 2012, Vol. 2, No. 1, pp. 77-87, ISSN 2217-3269
() Research published in the scientific journalSlivka J., Kovačević A.: Semi-Supervised News Genre Classification, The IPSI BgD Transactions on Internet Research, New York-Frankfurt-Tokio-Belgrade, 2013, Vol. 9, No 1, pp. 32-37, ISSN 1820-4503
() Research published in the scientific journalSlivka J., Kovačević A., Konjović Z.: Multi-Label Classification Experiments with Co-Training Based-Algorithm, E-society journal, 2012, Vol. 2, No 1, pp. 77-87, ISSN 2217-3269
() Report from the meeting of the national importance printed in its entiretySlivka J., Kovačević A., Segedinac M.: Implementacija co-training operatora u sistemu otvorenog koda Rapidminer, 16. YU INFO, Kopaonik, 1-8 Mart, 2010, ISBN 978-86-85525-05-6
() Report from the meeting of the national importance printed in its entiretySegedinac M., Savić G., Slivka J.: Identifikovanje stanja znanja pomoću neuronske mreže, 16. YU INFO, Kopaonik, 1-8 Mart, 2010
() Report from the meeting of the national importance printed in its entiretySlivka J., Kovačević A., Segedinac M.: Implementacija co-training operatora u sistemu otvorenog koda Rapidminer, 16. YU INFO, Kopaonik, 1-8 Mart, 2010, ISBN 978-86-85525-05-6
() Report from the meeting of the national importance printed in its entiretySegedinac M., Savić G., Slivka J.: Identifikovanje stanja znanja pomoću neuronske mreže, 16. YU INFO, Kopaonik, 1-8 Mart, 2010
() Defended Doctoral dissertationSlivka J.: Adaptivni sistem za automatsku polu-nadgledanu klasifikaciju podataka, Novi Sad, Fakultet tehničkih nauka, 2014
() Defended Doctoral dissertationSlivka J.: Adaptivni sistem za automatsku polu-nadgledanu klasifikaciju podataka, Novi Sad, Fakultet tehničkih nauka, 2014
TitleScientific areaHigher education institutionElection date
Associate ProfessorApplied Computer Science and InformaticsUniversity of Novi Sad10.07.2020.
Assistant ProfessorApplied Computer Science and InformaticsUniversity of Novi Sad10.07.2015.
Assistant - MasterApplied Computer Science and Informatics01.01.2014.
Teaching AssociateApplied Computer Science and InformaticsFaculty of Technical Sciences01.10.2011.
Ministry of Science Scollar on PhD StudiesApplied Computer Science and Informatics02.03.2011.