Резултати од пребарување
Табови
Miroslav Mirchev Ph.D.
Табови
Sonja Filiposka Ph.D.
Software Engineering (3+1+1)
Software Engineering (3+1+1)
- Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
- Study programme: Software engineering
- Scientific-research field: Engineering and Technology
- Category: Information engineering
- Sub-category:Software engineering
- The master studies cycle consists of 60 ECTS.
- Study duration: 2 semesters
- One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
- The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
- Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
- Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
- First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
- Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only if this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
- 1 ECTS = 30 hours of work load.
- Contact hours per week is 4.
|
Course |
Semester |
ECTS |
Prerequisite |
|
| 1 |
Probability and statistics |
VII |
6 | - |
| 2 | Web design | VII | 6 | - |
| 3 |
Elective course 1 |
VII |
6 |
- |
| 4 |
Elective course 2 |
VII |
6 |
- |
| 5 |
Elective course 3 |
VII |
6 |
- |
| 6 | Information systems | VIII | 6 | - |
| 7 | Elective course 4 | VIII | 6 | - |
| 8 | Elective course 5 | VIII | 6 | - |
| 9 | Elective course 6 | VIII | 6 | - |
| 10 | Elective course from University list of available courses | VIII | 6 | - |
|
Course |
Semester |
ECTS |
Prerequisite |
|
| 1 |
Distributed computer systems |
VII |
6 | Computer networks and Databases |
| 2 | Artificial intelligence | VII | 6 | - |
| 3 |
Computer graphics |
VII |
6 |
- |
| 4 |
Network programming |
VII |
6 |
- |
| 5 |
Web-based systems |
VII |
6 |
Network programming |
| 6 | Software project management | VII | 6 | - |
| 7 | Advanced processor architectures | VII | 6 | - |
| 8 | Embedded computer systems | VII | 6 | Computer architectures |
| 9 | Network software | VII | 6 | - |
| 10 | Programming project | VII | 6 | - |
| 11 | Visualization | VII | 6 | - |
| 12 | Image processing | VIII | 6 | - |
| 13 | E-commerce and M-commerce | VIII | 6 | - |
| 14 | Public mobile networks | VIII | 6 | Network programming |
| 15 | Geographic information systems | VIII | 6 | - |
| 16 | Virtual reality | VIII | 6 | - |
| 17 | Computer animation | VIII | 6 | - |
| 18 | Computer security and protection | VIII | 6 | - |
| 19 | Multimedia systems | VIII | 6 | Distributed computer systems |
| 20 | Biocybernetics | VIII | 6 | Artificial intelligence |
Content-based Retrieval (3+1+1)
Content-based Retrieval (3+1+1)
- Offered by: Ss. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE
- Study programme: Content-based retrieval master studies
- Scientific-research field: Engineering and Technology
- Category: Computer engineering and informatics
- Sub-category:information processing
- The master studies cycle consists of 60 ECTS.
- Study duration: 2 semesters
- One academic year is divided into two semesters with 30 weeks each (1 semester = 15 weeks)
- The first semester is comprised of courses only, while in the second semester there are fewer courses and the rest of the time is devoted to the final project, i.e. master thesis.
- Enrollment requisites: fully completed undergraduate study cycle with a minimum of 240 ECTS with a degree in the fields of computer science and/or computer engineering. In the case of having an appropriate degree with less than 240 ECTS, the student has to enroll the introductory courses first.
- Introductory courses: only for students that have obtained less than 240 ECTS. A number of differential introductory courses are offered in order to level up the required competences. Upon successful completion of the introductory courses, the student has the right to continue with the formal master study programme courses in the second year of studies.
- First semester: 3 compulsory courses + 2 elective courses (one of the elective courses can be chosen from the courses list offered by the University)
- Second semester: 1 compulsory course + 1 elective course (can be chosen from the courses list offered by the University only in the event that this opportunity has not been used in the previous semester) + final master thesis project that equals 18 ECTS.
- 1 ECTS = 30 hours of work load.
- Contact hours per week is 4.
|
Course |
Semester |
ECTS |
Prerequisite |
|
| 1 | Linear transforms | VII | 6 | Mathematics 2 |
| 2 |
Probability and statistics |
VII |
6 | Discrete mathematics |
| 3 | Artificial intelligence | VII | 6 | - |
| 4 | Elective course 1 | VII | 6 | - |
| 5 | Elective course 2 | VII | 6 | - |
| 6 |
WAN networks |
VIII |
6 |
Computer networks |
| 7 |
Information systems |
VIII |
6 |
Databases |
| 8 | Elective course 3 | VIII | 6 | - |
| 9 | Elective course 4 | VIII | 6 | - |
| 10 | Elective course from University list of available courses | VIII | 6 | - |
|
Course |
Semester |
ECTS |
Prerequisite |
|
| 1 |
Modelling and simulation |
VII |
6 | Mathematics 2 |
| 2 | Computer graphics | VII | 6 | Object-oriented programming |
| 3 |
Introduction to robotics |
VII |
6 |
- |
| 4 |
Web-based systems |
VII |
6 |
Network programming |
| 5 | Web design | VII | 6 | - |
| 6 | Visualization | VII | 6 | Object-oriented programming |
| 7 | Geographic information systems | VIII | 6 | Databases |
| 8 | Virtual reality | VIII | 6 | Human computer interaction |
| 9 | Mobile information systems | VIII | 6 | Databases and Distributed computer systems |
| 10 | Computer animation | VIII | 6 | Computer graphics |
| 11 | Intelligent information systems | VIII | 6 | Databases |
| 12 | Biocybernetics | VIII | 6 | Artificial intelligence |
Табови
Andrej Risteski Ph.D.
Bioinformatics (4+1)
1. General Information
Postgraduate studies in Bioinformatics will enable students to understand, develop and use advanced algorithms and techniques for analyzing, indexing, searching and using data from biological databases, as well as modeling events and processes that occur at the level cell, organ or organism, including the latest developments in the fields of databases, molecular biology, genetics, machine learning and data science.
- Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
- Name of the study program: Second cycle academic studies in Bioinformatics
- Scientific-research area: technical-technological / natural mathematical
- Field: Computer Science and Informatics / Informatics
- Areas: Artificial Intelligence, Intelligent Systems, Programming Languages and Systems, Databases, Numerical Analysis, Algorithms, Simulation, Information Processing, Data Processing, Other .
- The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
- Duration of studies: 2 or 4 semesters .
- One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
- In the first and the second semester, subjects are performed, while in the second semester, the final project is additionally prepared, ie. master thesis.
- Admission Requirements : Completed undergraduate studies in Computer or Biological-Medical Sciences with a minimum of 240 or 180 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
- Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the first semester of postgraduate studies.
- First semester : 2 compulsory courses and 2 electives, one of which may be from the University list.
- Second semester : 1 compulsory and 1 elective, one of which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and the final project - master's thesis of 18 ECTS
- 1 ECTS credit corresponds to 30 hours of total work engagement
- The number of contact hours is 4
- The academic title or degree obtained upon completion of studies is:
- Master in Information Science and Computer Engineering in Bioinformatics
2. Studies
Table 3: Course structure in IX and X semesters
| РБ | Course | Semester | M / E | Credits |
| 1 | Introduction to Molecular Biology | IX | M | 6 |
| 2 | Basics of Bioinformatics | IX | M | 6 |
| 3 | Selected from Table 4 | IX | E | 6 |
| 4 | Selected from Table 4 | IX | E | 6 |
| 5 | Selected from Table 4 | IX | E | 6 |
| 6 | Advanced Mathematical and Statistical Techniques | X | M | 6 |
| 7 | Selected from Table 4 | X | E | 6 |
| 8 | Master Thesis | X | M | 18 |
Table 4 shows the elective courses from the Bioinformatics study program. In addition to these courses, the student can choose from all elective courses defined for all study programs of the second cycle that are serviced by the faculty. One elective course can be chosen from the university list of free elective courses. Table 4: Electives
Table 4: Electives
| РБ | Course | Semester | Credits | Fund hours |
| 1 | Structural Bioinformatics and Proteomics | IX | 6 | 4 + 0 + 0 + 0 |
| 2 | Scientific computing in bioinformatics | IX | 6 | 4 + 0 + 0 + 0 |
| 3 | Wavelets in Numerical Simulations | IX | 6 | 4 + 0 + 0 + 0 |
| 4 | Information processing in biological systems | IX | 6 | 4 + 0 + 0 + 0 |
| 5 | Introduction to Computational Neuroscience | IX | 6 | 4 + 0 + 0 + 0 |
| 6 | Introduction to genetic Engineering | X | 6 | 4 + 0 + 0 + 0 |
| 7 | Mathematical Biology | X | 6 | 4 + 0 + 0 + 0 |
| 8 | Biological Sequence Analysis | X | 6 | 4 + 0 + 0 + 0 |
The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this link .
Ecoinformatics (4+1)
1. General Information
Postgraduate studies in Ecoinformatics strive for top European education and training of staff, who after graduation will be able to meet the needs of industry.
- Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
- Name of the study program: academic second cycle studies in Ecoinformatics
- Scientific-research area: technical-technological
- Field: Computer Engineering & Informatics
- Area: eco-informatics
- The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
- Duration of studies: 2 or 4 semesters .
- One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
- The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
- Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
- Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
- First semester: 3 Mandatory courses and 2 electives, one of which may be from the University list.
- Second semester: 1 Mandatory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
- 1 ECTS credit corresponds to 30 hours of total work engagement
- The number of contact hours is 4
- The academic title or degree obtained after graduation is
- Master in Information Science and Computer Engineering in the field of Ecoinformatics
2. Studies
Table 3: List of Postgraduate Courses
| РБ | CODE / Subject | Semester | M / E | ECTS |
| 1 | EI-Z-01 Concepts in Eco-informatics | IX | M | 6 |
| 2 | EI-02 Ecological modeling | IX | M | 6 |
| 3 | EI-Z-03 Implementation of Geographic Information Systems | IX | M | 6 |
| 4 | Elective course 1 | IX | E | 6 |
| 5 | Elective 2 | IX | E | 6 |
| 6 | EI-Z-04 Knowledge Discovery in Environmental data | X | M | 6 |
| 7 | Elective course 3 | X | E | 6 |
| 8 | Master Thesis | X | M | 18 |
At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two electives can be selected from the courses offered at the other postgraduate studies at the Faculty of Information Sciences and Computer Engineering.
Table 4: Electives
| РБ | New Code / Subject | Semester | ECTS | |
| 1 | EI-I-01 Requirements Analysis in Ecosystem informatics | IX | 6 | |
| 2 | EI-I-02 Monitoring and data processing in environmental engineering | IX | 6 | |
| 3 | ЕE-E-03 Remote sensing | X | 6 | |
| 4 | ЕE-E-04 E-business | IX | 6 | |
| 5 | ЕE-E-05 Data visualization | IX | 6 | |
| 6 | ЕE-E-06 Digital Marketing | X | 6 | |
| 7 | EI-I-07 Advanced Distributed and Parallel Systems | IX | 6 | |
| 8 | EI-I-08 Internet Infrastructure Management | IX | 6 | |
| 9 | ЕE-E-09 Smart Sensor Networks | X | 6 | |
| 10 | IT-I-10 Network Virtualization and Cloud Computing | X | 6 | |
| 11 | IT-I-11 Data Science | IX | 6 | |
| 12 | IS-I-04 Mobile web services | IX | 6 | |
| 13 | ПС-E-08 Linked Open Data | X | 6 | |
| 14 | PS-I-07 IoT for Environmental Systems | IX | 6 | |
The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this link .
Bioinformatics (3+1+1)
1. General Information
Postgraduate studies in Bioinformatics will enable students to understand, develop and use advanced algorithms and techniques for analyzing, indexing, searching and using data from biological databases, as well as modeling events and processes that occur at the level cell, organ or organism, including the latest developments in the fields of databases, molecular biology, genetics, machine learning and data science.
- Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
- Name of the study program: Second cycle academic studies in Bioinformatics
- Scientific-research area: technical-technological / natural mathematical
- Field: Computer Science and Informatics / Informatics
- Areas: Artificial Intelligence, Intelligent Systems, Programming Languages and Systems, Databases, Numerical Analysis, Algorithms, Simulation, Information Processing, Data Processing, Other .
- The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
- Duration of studies: 2 or 4 semesters .
- One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
- In the first and the second semester, subjects are performed, while in the second semester, the final project is additionally prepared, ie. master thesis.
- Admission Requirements : Completed undergraduate studies in Computer or Biological-Medical Sciences with a minimum of 240 or 180 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
- Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the first semester of postgraduate studies.
- First semester : 2 Mandatory courses and 2 electives, one of which may be from the University list.
- Second semester : 1 Mandatory and 1 elective, one of which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and the final project - master's thesis of 18 ECTS
- 1 ECTS credit corresponds to 30 hours of total work engagement
- The number of contact hours is 4
- The academic title or degree obtained upon completion of studies is:
- Master in Information Science and Computer Engineering in Bioinformatics
2. Introductory layer
The introductory layer is intended for students who have completed studies lasting less than four years or have earned less than 240 credits from previous studies. Students should pass differential exams that will allow them to enter the basics of bioinformatics. Table 1 shows the structure of items from the introductory layer. Table 2 lists the courses from the introductory layer, which are offered in the first cycle of studies at the Faculty of Information Sciences and Computer Engineering and which are required as prior knowledge. Students in the introductory layer choose the Mandatory courses from the list in Table 2. Students who in their previous education have heard the same or similar courses as those offered in the list in Table 2, can choose from the other courses offered in the first cycle of studies at The Faculty of Information Sciences and Computer Engineering, in coordination with the Head of the Department.
Table 1: Introductory layer structure
| РБ | Subject | Semester | ECTS |
| 1 | Mandatory subject 1 * | VII | 6 |
| 2 | Mandatory subject 2 * | VII | 6 |
| 3 | Elective 1 ** | VII | 6 |
| 4 | Elective course 2 ** | VII | 6 |
| 5 | Elective course 3 ** | VII | 6 |
| 6 | Mandatory subject 3 * | VIII | 6 |
| 7 | Mandatory subject 4 * | VIII | 6 |
| 8 | Elective course 4 ** | VIII | 6 |
| 9 | Elective course 5 ** | VIII | 6 |
| 10 | Elective course 6 *** | VIII | 6 |
* The course should be chosen from Table 2. ** The course is recommended to be selected from Table 2, but can be chosen from the other courses offered in the first cycle of studies at the Faculty of Information Sciences and Computer Engineering, in coordination with the head of the department. *** The course can be selected from Table 2 or from the university list of free electives.
Table 2: List of recommended items for the introductory layer
| РБ | Subject | Semester | ECTS |
| 1 | Databases | VII | 6 |
| 2 | Machine learning | VII | 6 |
| 3 | Research methodology in ICT | VII | 6 |
| 4 | Processing of natural languages | VII | 6 |
| 5 | Parallel and distributed processing | VII | 6 |
| 6 | Artificial Intelligence | VIII | 6 |
| 7 | Intelligent systems | VIII | 6 |
| 8 | Non-relational databases | VIII | 6 |
| 9 | Intelligent Information Systems | VIII | 6 |
| 10 | Introduction to Bioinformatics | VIII | 6 |
After the successful completion of all ten courses and 60 credits, the student with previously acquired 180 ECTS credits (or completed three-year studies) continues with the courses from the second academic year of postgraduate studies - Table 3 (IX and X semester).
3. Studies
Table 3: Course structure in IX and X semesters
| РБ | Subject | Semester | З / И | ECTS |
| 1 | Introduction to Molecular Biology | IX | З | 6 |
| 2 | Basics of Bioinformatics | IX | З | 6 |
| 3 | Selected from Table 4 | IX | И | 6 |
| 4 | Selected from Table 4 | IX | И | 6 |
| 5 | Selected from Table 4 | IX | И | 6 |
| 6 | Advanced Mathematical and Statistical Techniques | IX | З | 6 |
| 7 | Selected from Table 4 | X | И | 6 |
| 8 | Master Thesis | X | З | 18 |
Table 4 shows the elective courses from the Bioinformatics study program. In addition to these courses, the student can choose from all elective courses defined for all study programs of the second cycle that are serviced by the faculty. One elective course can be chosen from the university list of free elective courses. Table 4: Electives
Table 4: Electives
| РБ | Subject | Semester | ЕКТС | Fund hours |
| 1 | Structural Bioinformatics and Proteomics | IX | 6 | 4 + 0 + 0 + 0 |
| 2 | Scientific computing in bioinformatics | IX | 6 | 4 + 0 + 0 + 0 |
| 3 | Wavelets in Numerical Simulations | IX | 6 | 4 + 0 + 0 + 0 |
| 4 | Information processing in biological systems | IX | 6 | 4 + 0 + 0 + 0 |
| 5 | Introduction to Computational Neuroscience | IX | 6 | 4 + 0 + 0 + 0 |
| 6 | Introduction to genetic Engineering | X | 6 | 4 + 0 + 0 + 0 |
| 7 | Mathematical Biology | X | 6 | 4 + 0 + 0 + 0 |
| 8 | Biological Sequence Analysis | X | 6 | 4 + 0 + 0 + 0 |
The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found at this link .
Internet Technologies (4+1)
1. General Information
Postgraduate studies in Internet technologies aim to provide quality and top European education and training of ICT engineers with deep knowledge of Internet networks, technologies and security. Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, design, management and security of Internet networks and work with various types of the latest technologies, including their business aspects.
- Name of the proposer: University "Ss. Cyril and Methodius" University in Skopje, Faculty Computer Scienses and Engineering - FCSE
- Name of the study program: academic second cycle studies in Internet technologies
- Scientific-research area: technical-technological
- Field: Computer Engineering & Informatics
- Area: Information Systems and Networks
- The value of postgraduate studies is 60 ECTS or 120 ECTS credits
- Duration of studies: 2 or 4 semesters.
- One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
- The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
- Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
- Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
- First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
- Second semester: 1 compulsory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
- 1 ECTS credit corresponds to 30 hours of total work engagement
- The number of contact hours is 4
- The academic title or degree obtained after graduation is
- Master in Information Science and Computer Engineering in the field of Internet Technologies
2. Studies
Table 3: List of Postgraduate Courses
| РБ | CODE / Course | Semester | M / E | ECTS |
| 1 | IT-Z-01 Network Analysis | IX | M | 6 |
| 2 | IT-Z-02 Advanced mobile and web applications | IX | M | 6 |
| 3 | IT-Z-03 Internet Security and Privacy | IX | M | 6 |
| 4 | Elective | IX | E | 6 |
| 5 | Elective | IX | E | 6 |
| 6 | IT-Z-04 DevOps for networking | X | M | 6 |
| 7 | Elective | X | E | 6 |
| 8 | Master Thesis | X | M | 18 |
At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two courses can be selected from the courses offered at the other postgraduate studies at the Faculty of Computer Scienses and Engineering.
Table 4: Electives
| РБ | New code / Course | Semester | ECTS | |
| 1 | IT-I-01 5G communication networks | IX | 6 | |
| 2 | IT-I-02 Parallel processing | IX | 6 | |
| 3 | IT-I-03 ICT Management | IX | 6 | |
| 4 | IT-I-04 E-business | IX | 6 | |
| 5 | IT-I-05 Data visualization | IX | 6 | |
| 6 | IT-I-06 Network penetration testing | IX | 6 | |
| 7 | EI-I-07 Client server programming paradigms | X | 6 | |
| 8 | IT-I-08 Digital Marketing | X | 6 | |
| 9 | IT-I-09 Advanced Distributed and Parallel Systems | IX | 6 | |
| 10 | IT-I-10 Internet Infrastructure Management | IX | 6 | |
| 11 | IT-I-11 Smart Sensor Networks | X | 6 | |
| 12 | IT-I-12 Architectures and services for distribution of video contents | X | 6 | |
| 13 | IT-I-13 Network Virtualization and Cloud Computing | X | 6 | |
| 14 | IT-I-14 Network Optimization | IX | 6 | |
| 15 | IT-I-15 Advanced Topics in Computer Architecture | X | 6 | |
| 16 | IT-I-16 Security incident and response management | IX | 6 | |
| 17 | IT-I-17 Cyber threat intelligence | X | 6 | |
| 18 | IT-I-18 Data Science | IX | 6 | |
| 19 | IS-I-04 Mobile web services | IX | 6 | |
| 20 | IS-I-17 Collaborative computer systems | X | 6 | |
| 21 | PS-I-08 Linked Open Data | X | 6 | |
| 22 | PS-I-05 Smart grid | IX | 6 | |
The student can choose a subject from the list of offered elective courses from all study programs of the second cycle of studies. The list of offered electives can be found on this link .
