{"id":15446,"date":"2025-12-24T15:00:27","date_gmt":"2025-12-24T14:00:27","guid":{"rendered":"https:\/\/newsite.finki.ukim.mk\/?page_id=15446"},"modified":"2025-12-24T15:31:35","modified_gmt":"2025-12-24T14:31:35","slug":"knid","status":"publish","type":"page","link":"https:\/\/finki.ukim.mk\/en\/studii-2\/vidovi-studii\/doktorski-studii\/knid\/","title":{"rendered":"Computer Science and Engineering"},"content":{"rendered":"

The scientific name s<\/strong>the qualification the student obtains upon completion of the study program<\/strong>Doctor of Technical and Technological Sciences, specialty in Computer Science and Engineering (PhD in technical sciences in the field of computer science and engineering)<\/p>\n

The elaboration for the doctoral studies in Computer Science and Engineering can be found at the following\u00a0link<\/strong><\/a>.<\/p>\n

Structure of the Study Program<\/strong><\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Structure of the Doctoral Study Program<\/strong><\/td>\n<\/tr>\n
semester<\/strong><\/td>\nRB or code<\/strong><\/td>\nTitle of the subject\/activity<\/strong><\/td>\nType of item \/ activity (mandatory \/ optional)<\/strong><\/td>\nNumber of ECTS credits<\/strong><\/td>\nSubject\/Activity Affiliation in accordance with the ZVO<\/strong><\/td>\n<\/tr>\n
First semester<\/td>\n<\/td>\nEthics in scientific research in the field<\/td>\nmandatory<\/td>\n3<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nMethodology of scientific research in the field<\/td>\nmandatory<\/td>\n3<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nSubject for acquiring generic knowledge and research skills (according to the regulations)<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nCourse from the study program for acquiring advanced knowledge<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nCourse from the study program for acquiring advanced knowledge<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nCourse from the study program for acquiring advanced knowledge<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
TOTAL:<\/strong><\/td>\n30<\/strong><\/td>\n<\/td>\n<\/tr>\n
Second semester<\/td>\n<\/td>\nCourse from the study program for acquiring advanced knowledge<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nCourse from the study program for acquiring advanced knowledge<\/td>\nelectoral<\/td>\n6<\/td>\nacademic training<\/td>\n<\/tr>\n
<\/td>\nResearch work under mentorship (preparation of a doctoral project proposal)<\/td>\nmandatory<\/td>\n14<\/td>\nIndependent research project under supervision (doctoral project)<\/td>\n<\/tr>\n
<\/td>\nFirst Annual Conference<\/td>\nmandatory<\/td>\n4<\/td>\nLectures and other types of communication activities<\/td>\n<\/tr>\n
TOTAL:<\/strong><\/td>\n30<\/strong><\/td>\n<\/td>\n<\/tr>\n
Third semester<\/td>\n<\/td>\nProposed Doctoral Project<\/td>\nmandatory<\/td>\n27<\/td>\nIndependent research project under supervision (doctoral project)<\/td>\n<\/tr>\n
<\/td>\nFirst Doctoral Seminar<\/td>\nmandatory<\/td>\n3<\/td>\nLectures and other types of communication activities<\/td>\n<\/tr>\n
TOTAL:<\/strong><\/td>\n30<\/strong><\/td>\n<\/td>\n<\/tr>\n
Fourth semester<\/td>\n<\/td>\nDissertation Writing<\/td>\nmandatory<\/td>\n20<\/td>\nPreparation and public defense of the doctoral dissertation based on the doctoral project.<\/td>\n<\/tr>\n
<\/td>\nInternational mobility<\/td>\nmandatory<\/td>\n6<\/td>\nInternational mobility<\/td>\n<\/tr>\n
<\/td>\nSecond Annual Conference<\/td>\nmandatory<\/td>\n4<\/td>\nLectures and other types of communication activities<\/td>\n<\/tr>\n
TOTAL:<\/strong><\/td>\n30<\/strong><\/td>\n<\/td>\n<\/tr>\n
Fifth semester<\/td>\n<\/td>\nActivities for publishing two papers in a peer-reviewed scientific journal.<\/td>\nmandatory<\/td>\n20<\/td>\nPublication in peer-reviewed scientific journals and active participation in international conferences related to the doctoral dissertation.<\/td>\n<\/tr>\n
<\/td>\nParticipation in an international gathering<\/td>\nmandatory<\/td>\n7<\/td>\nPublication in peer-reviewed scientific journals and active participation in international conferences related to the doctoral dissertation.<\/td>\n<\/tr>\n
<\/td>\nFinal doctoral thesis<\/td>\nmandatory<\/td>\n3<\/td>\nPublication of a final doctoral dissertation<\/td>\n<\/tr>\n
TOTAL:<\/strong><\/td>\n30<\/strong><\/td>\n<\/td>\n<\/tr>\n
Total credits<\/strong>\u00a0150<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

 <\/p>\n

Elective courses for acquiring generic knowledge and research skills from the university's list of elective courses for third-cycle studies.<\/p>\n\n\n\n\n\n\n
Right-back<\/th>\nCode<\/th>\nSubject Title<\/th>\nSemester<\/th>\nECTS<\/th>\nAcademic field to which the elective course belongs<\/th>\n<\/tr>\n<\/thead>\n
1<\/td>\nKNI-G2<\/td>\nManagement of scientific research projects<\/td>\nI<\/td>\n6<\/td>\nComputer Science and Engineering<\/td>\n<\/tr>\n
2<\/td>\nKNI-G3<\/td>\nWriting a scientific research paper<\/td>\nI<\/td>\n6<\/td>\nComputer Science and Engineering<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
<\/div>\n

Elective courses for the Computer Science and Engineering degree program.<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\n

Right-back<\/strong><\/p>\n<\/td>\n

\n

Code<\/strong><\/p>\n<\/td>\n

\n

Title<\/strong>\u00a0on the subject<\/strong><\/p>\n<\/td>\n

\n

Sam<\/strong>ester<\/strong><\/p>\n<\/td>\n

\n

ECTS<\/strong><\/p>\n<\/td>\n

\n

Academic field to which the elective course belongs<\/strong><\/p>\n<\/td>\n<\/tr>\n

\n

1<\/p>\n<\/td>\n

\n

KNI-S40<\/p>\n<\/td>\n

Adaptive and Interactive Web Information Systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

2<\/p>\n<\/td>\n

\n

KNI-S25<\/p>\n<\/td>\n

Bayesian Data Analysis<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

3<\/p>\n<\/td>\n

\n

KNI-S1<\/p>\n<\/td>\n

Visualization of information<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

4<\/p>\n<\/td>\n

\n

KNI-S28<\/p>\n<\/td>\n

Introduction to Dynamic Systems and Control<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

5<\/p>\n<\/td>\n

\n

KNI-S7<\/p>\n<\/td>\n

Business intelligence<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

6<\/p>\n<\/td>\n

\n

KNI-S23<\/p>\n<\/td>\n

Ecological Modelling<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

7<\/p>\n<\/td>\n

\n

KNI-S22<\/p>\n<\/td>\n

Intelligent software algorithms<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

8<\/p>\n<\/td>\n

\n

KNI-S8<\/p>\n<\/td>\n

Cognitive robotics<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

9<\/p>\n<\/td>\n

\n

KNI-S19<\/p>\n<\/td>\n

Computer vision<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

10<\/p>\n<\/td>\n

\n

KNI-S4<\/p>\n<\/td>\n

Mathematical biology<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

11<\/p>\n<\/td>\n

\n

KNI-S20<\/p>\n<\/td>\n

Soft calculation<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

12<\/p>\n<\/td>\n

\n

KNI-S5<\/p>\n<\/td>\n

Networks<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

13<\/p>\n<\/td>\n

\n

KNI-S32<\/p>\n<\/td>\n

Network Science<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

14<\/p>\n<\/td>\n

\n

KNI-S12<\/p>\n<\/td>\n

Advanced wireless networks<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

15<\/p>\n<\/td>\n

\n

KNI-S38<\/p>\n<\/td>\n

Advanced concepts in smart financial systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

16<\/p>\n<\/td>\n

\n

KNI-S2<\/p>\n<\/td>\n

Advanced User Interfaces<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

17<\/p>\n<\/td>\n

\n

KNI-S35<\/p>\n<\/td>\n

Advanced methods based on approximate computation<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

18<\/p>\n<\/td>\n

\n

KNI-S15<\/p>\n<\/td>\n

Advanced Mobile Information Systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

19<\/p>\n<\/td>\n

\n

KNI-S16<\/p>\n<\/td>\n

Advanced Multimedia Information Systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

20<\/p>\n<\/td>\n

\n

KNI-S14<\/p>\n<\/td>\n

Advanced Chapters on Distance Learning Support Systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

21<\/p>\n<\/td>\n

\n

KNI-S30<\/p>\n<\/td>\n

Advanced techniques for mining massive datasets<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

22<\/p>\n<\/td>\n

\n

KNI-S27<\/p>\n<\/td>\n

Advanced Topics in Data Science<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

23<\/p>\n<\/td>\n

\n

KNI-S33<\/p>\n<\/td>\n

Advanced Cloud Techniques<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

24<\/p>\n<\/td>\n

\n

KNI-S18<\/p>\n<\/td>\n

New trends in internet technology<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

25<\/p>\n<\/td>\n

\n

KNI-S6<\/p>\n<\/td>\n

Discovering knowledge in data<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

26<\/p>\n<\/td>\n

\n

KNI-S3<\/p>\n<\/td>\n

Computational paradigms in bioinformatics<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

27<\/p>\n<\/td>\n

\n

KNI-S37<\/p>\n<\/td>\n

Data collection, preprocessing, and fusion<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

28<\/p>\n<\/td>\n

\n

KNI-S24<\/p>\n<\/td>\n

Spatiotemporal analyses with GIS<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

29<\/p>\n<\/td>\n

\n

KNI-S26<\/p>\n<\/td>\n

Processing and recognition of image and video content<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

30<\/p>\n<\/td>\n

\n

KNI-S9<\/p>\n<\/td>\n

Semantic Web and Semantic Web Services<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

31<\/p>\n<\/td>\n

\n

KNI-S13<\/p>\n<\/td>\n

Service-Oriented Architectures<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

32<\/p>\n<\/td>\n

\n

KNI-S29<\/p>\n<\/td>\n

Scalable search and classification of images and videos<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

33<\/p>\n<\/td>\n

\n

KNI-S10<\/p>\n<\/td>\n

Modern Methods for Parallel Processing<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

34<\/p>\n<\/td>\n

\n

KNI-S36<\/p>\n<\/td>\n

Modern Machine Learning Methods<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

35<\/p>\n<\/td>\n

\n

KNI-S34<\/p>\n<\/td>\n

Statistical techniques in robotics<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

36<\/p>\n<\/td>\n

\n

KNI-S21<\/p>\n<\/td>\n

Software Development Topics<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

37<\/p>\n<\/td>\n

\n

KNI-S11<\/p>\n<\/td>\n

E-business technologies<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

38<\/p>\n<\/td>\n

\n

KNI-S39<\/p>\n<\/td>\n

Transparent, interpretable, and explainable artificial intelligence<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

39<\/p>\n<\/td>\n

\n

KNI-S17<\/p>\n<\/td>\n

Learning and Interaction in Multi-Agent Systems<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

40<\/p>\n<\/td>\n

\n

KNI-S31<\/p>\n<\/td>\n

Learning with structured data<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n

\n

41<\/p>\n<\/td>\n

\n

KNI-S41<\/p>\n<\/td>\n

Federated machine learning<\/td>\n\n

I or II<\/p>\n<\/td>\n

\n

6<\/p>\n<\/td>\n

\n

Computer Science and Engineering<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

<\/div>\n

By agreement with the mentor, the student may also select courses from the Informatics doctoral program.<\/p>\n

For more information, please contact the head of the study program, Prof. Dr. Slobodan Kajaldjiski, at e-mail.\u00a0slobodan.kalajdziski@finki.ukim.mk<\/a><\/p>","protected":false},"excerpt":{"rendered":"

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