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Во рамки на програмата ЕРАЗМУС+ KА 103 на Европската комисија, Универзитетот „Св. Кирил и Методиј” распишува конкурс за доделување стипендии за студенти за реализирање летна студентска пракса/стажирање во програмски земји-учеснички во програмата Еразмус+.

Времетраење на мобилноста за студенти: минимум 2 - максимум 3 месеци во термин

јуни- септември 2019 година.

КРИТЕРИУМИ ЗА РЕАЛИЗИРАЊЕ ЕРАЗМУС+ СТУДЕНТСКА ПРАКСА/СТАЖИРАЊЕ:

Право на пријавување имаат редовни студенти со најмалку завршена прва година на студии. Апликации на апсолвенти и дипломирани студенти нема да бидат разгледувани.
Основен предуслов за реализирање Еразмус+ студентска пракса/стажирање е праксата да е предвидена како дел од студиската програма на соодветниот факултет.
Кандидатите можат да реализираат куса Еразмус+ студентска пракса во јавна или приватна организација, институција, компанија или претпријатие од Еразмус+ програмските држави.
Еразмус+ студентската пракса не може да се реализира на универзитети, во дипломатски претставништва, институции и специјализирани агенции на Европската комисија.
За изборот на институција или компанија, студентот може да ја користи интернет-страницата: www.erasmusintern.org или други ЕУ интернет-страници за Еразмус+ пракса.
Студентот самостојно ја контактира избраната институција со цел договарање на условите и одобрување на активностите и периодот на стажирање. Студентот до работодавачот (институцијата-домаќин) го доставува формуларот Писмо за покана (Invitation Letter) кое институцијата-домаќин го пополнува и враќа до студентот. УКИМ не посредува во комуникацијата помеѓу студентот и работодавачот (институцијата-домаќин).
Студентот самостојно ја организира постапката за добивање виза, како и трошоците за патување и сместување.
Студентот е должен да обезбеди соодветно здравствено осигурување.
Праксата/стажирањето мора да заврши пред почетокот на зимскиот семестар од учебната 2019/2020 година.

ВИСИНА НА СТИПЕНДИЈА:

Висината на стипендијата за студентска пракса/стажирање изнесува 570-620 ЕУР месечно, согласно земјата на престој (Види листа на интернет-страната на Универзитетот).

ПОТРЕБНИ ДОКУМЕНТИ ЗА АПЛИЦИРАЊЕ:

Сите документи за аплицирање се достапни на интернет-страната на Универзитетот www.ukim.edu.mk/меѓународна соработка/ЕРАЗМУС+ или интернет-страната на соодветниот факултет:

пополнет формулар за пријавување (Student Application Form);
договор за пракса/стажирање (Learning Agreement for Traineeships) во кој се утврдува програмата за стажирање, потпишана и одобрена од страна на студентот, Еразмус+ координаторот на матичниот факултет и одговорното лице кое го претставува работодавачот (институцијата-домаќин);

пополнетo Писмо за покана за реализирање студентска пракса/стажирање (Invitation Letter) од страна на институцијата-домаќин кое студентот самостојно го обезбедува;
уверение за положени испити на македонски јазик;
најмалку една препорака (на англиски јазик);
уверение/диплома за познавање на англиски јазик или јазикот на кој ќе се спроведува праксата/стажирањето издадена од признат центар/школа за странски јазици;
уверение за редовен студент- запишан семестар/година (на македонски јазик);
кратка биографија (Europass model);

ПО ЗАВРШЕНА МОБИЛНОСТ:

На крајот од мобилноста студентот до Одделението за меѓународна соработка во оригинал доставува Завршен извештај (Final Report) уредно потпишан и заверен од страна на студентот и работодавачот;

Уредно пополнета и заверена Потврда за пристигнување/заминување (Confirmation of Arrival/Departure).

Селекцијата/рангирањето на кандидатите ја прави факултетот согласно утврдените критериуми: академскиот успех, познавање на англиски јазик или јазикот на кој се изведува праксата/стажирањето, мотивација.

Кандидатите лично ја поднесуваат апликацијата до Еразмус+ координаторот на факултетот каде студираат најдоцна до 31 март 2019 година, во три примерока: еден примерок до Еразмус+ коррдинаторот, еден примерок до Ректоратот на УКИМ и еден примерок задржува студентот.

(Види листа на Еразмус координатори по факултети).

Листата на рангирани апликации факултетите ја доставуваат до Ректоратот најдоцна до

10 април 2019 година.

28/02/2019

Thursday, February 28, 2019

Software Engineering TEMPUS (3+1+1)

1. General information

The MSc curriculum in software engineering is committed to excellence in European-wide software education and training of engineers to deliver high quality and trustworthy software systems that meet the local industrial needs.

General competencies

Ability to work in an interdisciplinary team
Capacity for critical analysis and synthesis
Capacity for applying knowledge in practice
Capacity for generating new ideas (creativity)
Capacity to learn
Decision-making
Knowledge of a second language
Research skills

Specific learning outcomes

Show mastery and critical thinking of the software engineering (SE) knowledge and skills and professional issues necessary to begin practice/research as a software engineer.
Work as individual or as part of a team to develop and deliver high quality software artefacts, being able to analyze its level of quality.
Identify, analyse, and reconcile conflicting project objectives, finding acceptable compromises within limitations of cost, time, knowledge, existing systems and organizations.
Analyze, design and document appropriate solutions in more than one application domains using SE approaches that integrate ethical, social, legal and economic concerns.
Demonstrate an understanding of and critically analyze and apply current theories, models and techniques that provide a basis for problem identification and analysis, software design, development, implementation, verification and documentation.
Demonstrate an appreciation and understanding for the importance of negotiation, effective work habits, leadership and good communication with stakeholders in a typical, industry-strength software environment.
Learn new theories, models, techniques and technologies as they emerge and appreciate the necessity of such continuing professional development.

Offered by: Sts. Cyril and Methodius University - Skopje, Faculty of Computer Science and Engineering – FCSE in collaboration with the University of Novi Sad, Faculty of Natural Sciences and Mathematics, Department of Mathematics and Computer Science
Study programme: Joint MSc curricula in Software Engineering / Tempus JEP 18035
Scientific-research field: Computer Science
Category: Computing
Sub-category: Software and its Engineering, Theory of Computation, Information Systems
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 the second semester there 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.
First semester: 5 elective courses divided into two groups: general SE competence and specific SE competence. Student can select at most two from the general SE courses, and at leas from the specific SE courses
Second semester: Final master thesis project that equals 30 ECTS.
1 ECTS = 30 hours of work load.
Contact hours per week is 4.

Degree: Master of computer science in the area of software engineering.

2. Introductory courses

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.

Table 1: Introductory semester 1 - mandatory and elective courses from which 5 courses can be elected

	Course	Semester	ECTS	Prerequisite
1	Probability and statistics	VII	6	Calculus 2
2	Internet technologies	VII	6	Databases
3	Microprocessors and microcontrollers	VII	6	Calculus 2
4	Formal languages and automata	VII	6	Discreet structures 2
5	Analyses of software requirements	VII	6	Software engineering
6	Human computer interaction	VII	6	Software engineering
7	Software construction	VII	6	Software engineering
8	Management in ICT	VII	6	Software engineering
9	Professional ethics	VII	6	Software engineering

Table 2: Introductory semester 2 - mandatory and elective courses from which 5 courses can be elected

	Course	Semester	ECTS	Prerequisite
1	Information systems	VIII	6	Databases
2	Calculus 3	VIII	6	Discreet structures 2
3	Algorithms	VIII	6	Object oriented and visual programming
4	Software architecture and design	VIII	6	Analyses of software requirements
5	Software quality and testing	VIII	6	Software construction
6	Compilers	VIII	6	Microprocessors and microcontrollers
7	Software projects management	VIII	6	Software engineering

2.1 Studies

Courses for the Master studies for the study programme Software engineering TEMPUS can be found at this link.

Internet Technologies (3+1+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 of Information Sciences and Computer Engineering - FINKI
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 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 Internet Technologies

2. Introductory layer

The introductory layer is intended for students who study for less than four years or have earned less than 240 credits from previous studies.

Table 1: List of introductory layer items

РБ	Subject	Semester	ECTS
1	mandatory subject 1 of Table 2	VII	6
2	mandatory subject 2 of Table 2	VII	6
3	mandatory subject 3 of Table 2	VIII	6
4	mandatory subject 4 of Table 2	VIII	6
5	Elective course 1 ¹	VII	6
6	Elective 2 ¹	VII	6
7	Elective course 3 ¹	VII	6
8	Elective 4 ¹	VIII	6
9	Elective course 5 ¹	VIII	6
10	Selection from the university list of free courses	VIII	6

[1] Selection from the lists of subjects from the introductory layer of all master studies at the Faculty of Information Sciences and Computer Engineering

Elective courses can be selected from the proposed list of courses of the study program (Table 2), or from the proposed lists of courses from the introductory layer of other study programs of the Faculty of Information Sciences and Computer Engineering. The selection of courses should be made in accordance with the previous knowledge of the candidate and the necessary knowledge to continue with postgraduate studies in intelligent systems. When choosing courses, the student should coordinate with the head of the study program. A free choice of subject is also allowed, which is on the university list of subjects for the first year of two-year postgraduate studies.

Table 2: List of items

РБ	Code / Subject	Semester	ECTS	Prerequisite²
1	CSEW513 Distributed Systems	VII	6	Computer Networks, Algorithms and Data Structures
2	CSEW519 Mobile platforms and programming	VII	6	Object-Oriented Programming
3	CSEW702 Web based systems	VII	6	Network Programming
4	CSEW303 Probability and Statistics	VII	6	Calculus 1, Discrete Mathematics 2
5	CSEW504 Network Services Administration	VII	6	Computer Networks, Operating Systems
6	CSES609 Computer Network Design	VIII	6	Computer Networks
7	CSES405 Wireless mobile systems	VIII	6	Computer Networks
8	CSES618 Network Security	VIII	6	Computer Networks, Operating Systems
9	CSES633 Networking	VIII	6	Computer Networks
10	CSES612 Electronic & Mobile Commerce	VIII	6	Internet programming

[2] The titles of the courses are given according to the curricula of the undergraduate studies at the Faculty of Information Technologies and Computer Engineering, UKIM, Skopje. Students who have graduated from other institutions will have to show passed exams in subjects appropriate to the above in order to meet the prerequisites for the respective subject.

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). p>

3. Studies

Table 3: List of Postgraduate Courses

РБ	CODE / Subject	Semester	З / И	ECTS
1	IT-Z-01 Network Analysis	IX	З	6
2	IT-Z-02 Advanced mobile and web applications	IX	З	6
3	IT-Z-03 Internet Security and Privacy	IX	З	6
4	Elective	IX	И	6
5	Elective	IX	И	6
6	IT-Z-04 DevOps for networking	X	З	6
7	Elective	X	И	6
8	Master Thesis	X	З	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 < / span>	Semester	ЕКТС
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	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 .

Security, cryptography and coding (3+1+1)

1. General Information

Postgraduate studies in Security, Cryptography and Coding aim at a top European education and training staff, which after graduation will be able to meet the needs of the 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 Security, cryptography and coding
Scientific-research area: technical-technological sciences, natural-mathematical and sciences
Field: Computer Science and Informatics, Informatics
Area: Other ( Computer Security, Cryptography, and Coding)
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 consists of subjects and the final project, ie. master thesis.
Admission Requirements : Completed undergraduate studies in computer science or computer science 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 mandatorycourses and 2 electives, one of which may be from the University list.
Second semester: 1 mandatoryand 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 security, cryptography and coding

2. Introductory layer

The introductory layer is intended for students who study for less than four years or have earned less than 240 credits from previous studies. The candidate should choose 4 courses from the proposed list, while the other 5 courses can be selected from the other courses offered at the faculty and one of the courses from the university list. If it happens that the candidate has already passed 7 or more of the recommended courses, then he has the right to choose a course from the other courses offered at the faculty.

Table 1: List of introductory layer items

РБ	Subject	Semester	ECTS
1	mandatory subject 1 of Table 2	VII	6
2	mandatory subject 2 of Table 2	VII	6
3	mandatory subject 3 of Table 2	VIII	6
4	mandatory subject 4 of Table 2	VIII	6
5	Elective course 1	VIII	6
6	Elective 2	VIII	6
7	Elective course 3	VII	6
8	Elective 4	VII	6
9	Elective 5	VIII	6
10	Selection from the university list of free courses	VII	6

Elective courses can be selected from the proposed list of courses of the study program, Table 2, or from the proposed lists of courses from the introductory layer of other study programs of the Faculty of Information Sciences and Computer Engineering. The choice of courses should be made in accordance with the previous knowledge of the candidate and the necessary knowledge to continue with the postgraduate studies in Internet technologies. Only one free choice of subject is allowed which is on the university list of subjects for the first year of two-year postgraduate studies.

Table 2: List of electives

РБ	New Code / Subject	Semester	ECTS	Prerequisite
1	CSEW516 Cryptography	VII	6	Discrete Mathematics 2
2	CSES602 Computer Systems Security	VIII	6	Operating Systems
3	CSEW303 Probability and Statistics	VII	6	Calculus 1 (Mathematics 1), Discrete Mathematics 2
4	CSES404 Information Theory with Digital Communications	VIII	6	Probability and Statistics
5	CSEW702 Web based systems	VII	6	no
6	CSEW515 Computer Ethics	VIII	6	realized a minimum of 90 ECTS credits
7	CSEW703 Introduction to Pattern Recognition	VII	6	Artificial Intelligence
8	CSES618 Network Security	VIII	6	Data and Computer Communications, Operating Systems
9	CSES405 Wireless & Multimedia Systems	VIII	6	Data Computer Communications
10	CSES620 Non-relational databases	VIII	6	Databases

3. Studies

Table 3: List of Postgraduate Courses

РБ	New Code / Subject	Semester	З / И	ECTS
1	BK-Z-01 Advanced Information Security	IX	З	6
2	BK-Z-02 Applied cryptography	IX	З	6
3	BK-Z-03 Coding Theory	IX	З	6
4	Elective 2	IX	И	6
5	Elective 2	IX	И	6
6	BK-Z-04 Computer Security	X	З	6
7	Elective course 3	X	И	6
8	Master Thesis	X	З	18

When choosing the courses, at least one elective course should be chosen from the offered elective courses in Table 4. The remaining elective courses can be selected from courses offered in all directions of the second cycle of studies at the Faculty of Information Sciences and Computer Engineering, and one of the electives can be chosen from the University list of courses of the second cycle of studies.

Table 4: Electives

РБ	New code / Subject	Semester	ЕКТС	Fund hours П \| В
1	BK-I-01 Security for mobile and web applications	X	6	30 30
2	BK-I-02 Biometric systems	IX	6	30 30
3	БК-И-03 Provable security	X	6	30 30
4	БК-И-04 Cryptanalysis	X	6	30 30
5	БК-И-05 Cryptographic Engineering	IX	6	30 30
6	БК-И-06 Cryptographic Protocols	X	6	30 30
7	БК-И-07 Mathematical Logic for Computer Science	IX	6	30 30
8	БК-И-08 Advanced Algebraic Structures	X	6	30 30
9	БК-И-09 Advanced communication channel coding algorithms	X	6	30 30
10	БК-И-10 Applied Information Theory	IX	6	30 30
11	БК-И-11 Stochastic Processes	IX	6	30 30
12	БК-И-12 Change and Risk Management	IX	6	30 30
	Selection from University List of Free Courses		6	30 30

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 .

Smart connected systems (3+1+1)

1. General Information

Postgraduate studies in smart connected systems aim to provide quality and top European education and training to ICT engineers with in-depth knowledge of smart systems connected via the Internet of Things (IoT). Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, design, programming, management, testing and monitoring of smart IoT systems and work with various types of the latest embedded technologies, including new IoT business aspects. >

Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
Study Program Name: Academic Second Cycle Studies in Smart Connected Systems
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 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 smart connected systems

2. Introductory layer

The introductory layer is intended for students who study for less than four years or have earned less than 240 credits from previous studies.

Table 1: List of introductory layer items

РБ	Subject	Semester	ECTS
1	Mandatory subject 1 of Table 2	VII	6
2	Mandatory subject 2 of Table 2	VII	6
3	Mandatory subject 3 of Table 2	VIII	6
4	Mandatory subject 4 of Table 2	VIII	6
5	Elective course 1 ¹	VII	6
6	Elective 2 ¹	VII	6
7	Elective course 3 ¹	VII	6
8	Elective 4 ¹	VIII	6
9	Elective course 5 ¹	VIII	6
10	Selection from the university list of free courses	VIII	6

[1] Selection from the lists of subjects from the introductory layer of all master studies at the Faculty of Information Sciences and Computer Engineering

Table 2: List of items

РБ	New Code / Subject	Semester	ECTS	Prerequisite²
1	CSEW705 Innovation in ICT	V	6
2	CSEW502 Microprocessor Systems	V	6
3	CSES627 Sensor Systems	VI	6
4	CSEW525 Personal and Ad Hoc networks	V	6
5	CSES813 ARM architecture	VIII	6
6	CSES604 Embedded Computer Systems	VI	6
7	CSES608 Digital Signal Processing	IV	6
8	CSES405 Wireless mobile systems	VI	6
9	CSEW702 Web based systems	VII	6
10	CSEW519 Mobile platforms and programming	VII	6

3. Studies

Table 3: List of Postgraduate Courses

РБ	Subject	Semester	З / И	ECTS
1	Building the Internet of Things and Security	IX	З	6
2	Acquisition and data processing systems	IX	З	6
3	Smart City	IX	З	6
4	Elective	IX	И	6
5	Elective	IX	И	6
6	Developing IoT applications and IoT platforms	X	З	6
7	Elective	X	И	6
8	Master Thesis	X	З	18

The following table shows the electives from the study program

Table 4: Electives

РБ	New code / Subject	Semester	ЕКТС
1	PS-I-01 Data Analysis from Related Systems	X	6
2	PS-I-02 Sensory data fusion	IX	6
3	ПС-И-03 Smart mobility	X	6
4	ПС-И-04 Smart contracts in IoT	IX	6
5	PS-I-05 Smart Energy Networks	IX	6
6	ПС-И-06 Smart and connected healthcare	X	6
7	PS-I-07 IoT for Environmental Systems	IX	6
8	PS-I-08 Open & Related Data	X	6
9	ПС-И-09 Smart production and monitoring systems	X	6
10	PS-I-01 Smart Financial Systems and Stock Exchange	IX	6
11	IT-I-01 5G: Fifth Generation Wireless Mobile Systems	IX	6
12	ИТ-И-04 E-business	IX	6
13	ИТ-И-11 Smart Sensor Networks	X	6
14	IT-I-13 Network Virtualization and Cloud Computing	X	6
15	ИТ-И-18 Data Science	IX	6
16	ИС-И-21 Sensor-robotic systems	X	6
17	СИ-И-01 Time series analysis and forecasting	IX	6
18	EI-Z-03 Implementation of Geographic Information Systems	X	6

The student can choose a course 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 .

Табови

Summary

verica.bakeva@finki.ukim.mk

Summary

Родена е 1969 година во Кавадарци, каде што завршила основно и средно образование со континуиран одличен успех. Во учебната 1988/89, се запишала на студиите по математика-информатика на ПМФ и ги завршила во 1992, стекнувајќи се со звањето дипломиран инженер по математика-информатика. Во 1993 година запишала постдипломски студии на ИИ при ПМФ. Во 1998 година ги завршила со одбрана на магистерскиот труд “Едноканални системи за масовно опслужување со квазигеометриски влезен поток и дискретно распределено време на опслужување” и се здобила со звањето магистер по математичко-информатички науки. Во 2003 година, со одбрана на докторската дисертација под наслов “Прилог кон примената на веројатносни модели во системите за масовно опслужување, криптографијата и кодирањето”, се стекнала со титулата доктор на информатички науки.

Верица Бакева е примена за стручен соработник на ИИ при ПМФ во 1993, во 1996 била избрана за помлад асистент, во 1998 за асистент во Заводот за теориски основи на информатиката на ИИ, во 2003 година за доцент, а од 2008 е вонреден професор.

Како асистент изведувала вежби од следниве предмети од областа на математиката и информатиката: Теорија на веројатноста, Математичка статистика, Теорија на информациите, Теорија и методи на линеарното програмирање, Аналитичка геометрија (на студиите по информатика), Векторски простори, Веројатност, Веројатност и статистика (на студиите по математика), Математички методи во хемијата (на студиите по хемија), како и Информатика на Земјоделскиот и на Филозофскиот факултет. Како наставник изведува/ла настава по предметите: Теорија на веројатност, Веројатност, Теорија на информации, Калкулус 1, Калкулус 2, Диференцијално сметање, Интегрално сметање, Математичка анализа, Операциони истражувања (на студиите по информатика), Случајни процеси (на студиите по математика), Информатика (на студиите по математика-физика, по биологија, биологија-хемија и по историја и социологија на Филозофскиот факултет). На постдипломските студии била задолжена за предметите Теорија на информации, Случајни процеси и Теорија на кодирање, а изведувала вежби по Теорија на веројатноста и математичка статистика со примена во градежната техника за постдипломците од Градежниот факултет.

Научна област на нејзин интерес се веројатносните модели и нивните примени, пред се, во теорија на кодирање и криптографија. Има објавено триесетина научни труда. Учествувала на повеќе конференции во земјата и странство со презентирање на свои трудови. Како помлад истражувач, учествувала во два, а како истражувач во пет проекти финансирани од Министерството за наука на Р.Македонија и во три меѓународни проекти. Автор е на пет учебници и на една збирка задачи за гимназиско и средно-стручно образование. Во периодот 1995-97 била секретар на Советот на Математичко-информатичката школа за талентирани ученици, а во 1997 и нејзин предавач. Член е на Здружението на информатичарите на Македонија.

Рецензија - ЛИНК
Одлука за избор - ЛИНК

Presentations

Презентација за	На конференцијата	Од тип
Програмска поддршка за испитување на својствата на хаш функциите	Conference on Informatics and Information Technology
Minimization of the Waiting Times in M^X(l_i)/ M(m_i)/1 and Geo^X(p_i)/Geo(b_i)/1 Systems with Input Streams Constructed in a Series	International Seminar on Stability Problems for Stochastic Models
A generalization of Quasigroup Error-Detecting Codes using Bit Combinations	CONGRESS OF MATHEMATICIANS OF MACEDONIA

Associations

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
http://cs.org.mk	Здружение на информатичарите на Македонија

Publications

Име на трудот	Место	Држава
Some Characteristics of Geo/GD/1 and Geo^X/G_D/1 Queueing Systems	Proceedings of I Congress of the Mathematicians and Informaticians of Macedonia	Macedonia
Series of Geo^X(p_i)/Geo(b)/1 queueing systems generated in the waiting process	Proceedings of I Congress of the Mathematicians and Informaticians of Macedonia	Macedonia
Дефинирање на границата на средноморското климатско влијание во Р.Македонија со посебен осврт на резултатите добиени со кластер анализа	Географски разгледи 31	Македонија
Примена на статистички методи во изучувањето на метеоролошко-климатските карактеристики на просторот на Р.Македонија, Влијание на Средоземното Море врз климата во Р. Македонија	Македонска ризница
Characterizations of the Geometric Distribution Related to the Unreliable Geo/GD/1 Systems	Simulation Engineering
Some Characteristics of Systems with Geometrically Distributed Interarrival Times and Discrete Service Times	Proceedings of the 7th International Conference on Operational Research KOI’98	Croatia
Едноканални системи за масовно опслужување на квазигеометриски влезен поток и дискретно распределено време на опслужување	магистерска работа	Македонија
Minimization of the Blocking Time of the Unreliable Geo/G_D/1 Queueing Systems	Mathematical Communications, Vol. 4, No.1	Croatia
Busy period and Number of Customers Served during the Busy Period in a Geo^X/G_D/1 Queueing System	Matematichki Bilten	Macedonia
Some Characteristics of Output Stream of Unserved Customers in G^X/G/1 and G_D^X/G_D/1 System	Matematichki Bilten	Macedonia
Quasigroup string processing: Part 1	Contributions, Section of Mathematucal and Technical Sciences, MANU, XX 1-2	Macedonia
Random walk tests for pseudo random number generators	Mathematical Communications, Vol. 6, No.2	Croatia
Quasigroup Hash Functions	Proceedings of Workshop of Education of Informaticians and Industrial Mathematicians: New Challenges and Needs	Macedonia
Quasigroup and Hash Function	Discrete Mathematics and Applications: Proceedings of Sixth International Conference, South-West University	Bulgaria
On a Stream Error Correcting Codes	Proceedings of the 2nd Conference of Informatics and Information Technologies	Macedonia
Флуктуации и осцилации на врнежите во Скопје за периодот од 1925 до 2000 година	Географски разгледи 36	Македонија
Примена на кластер анализата во лозарските единици во Република Македонија	Прв Симпозиум по хортикултура	Македонија
On infinite Class of Strongly Collision Resistant Hash Functions EDON-F with Variable Length of Output	, Proceedings of 1st International Conference on Mathematics and Informatics for Industry	Greece
Прилог кон примената на веројатносни модели во системите за масовно опслужување, криптографијата и кодирањето	докторска дисертација	Македонија
Примена на кластер анализата во класификацијата на лозарските единици според активните и ефективни температурни суми	I Балкански и III Македонски симпозиум по лозарство и винарство, Зборник на научни трудови	Македонија
On Error-Detecting Codes Based On Quasigroup Operations	Proceedings of the 4th Conference of Informatics and Information Technologies	Macedonia
Probabilistic models in cryptography and coding theory	Pliska Studia Mathematica Bulgarica, Vol.16	Bulgaria
Error-Detecting Codes with Cyclically Defined Redundancy	Зборник на трудови од III Конгрес на математичарите и информатичарите на Македонија	Македонија
Quasigroup String Processing: Part 4	Contributions, Section of Mathematucal and Technical Sciences, MANU, XX 1-2	Macedonia
Phillometric Study of Some Wine Grapevine (Vitis Vinifera L.) from the Balkan Subgroup (Subconvarietas Balcanica Negr.)	Comptes Rendus Proceedings, 15th GESCO	Croatia
A Model of Error-Detecting Codes Based on Quasigroups of order 4	Proceedings of the Sixth International Conference for Informatics and Information Technology	Macedonia
A probabilistic model of error-detecting codes based on quasigroups	Quasigroups and Related Systems 17
Performances of Error-Correcting Codes based on Quasigroups	D. Dancev, J.M.Gomez (Eds.): ICT-Innovations 2009, Springer
Some Probabilistic Properties of Quasigroup Processed Strings useful in Cryptanalysis	M.Gushev, P.Mitreski (Eds.): ICT-Innovations 2010, Springer

Conferences

Назив на конференцијата	Име на конференцијата	Град	Држава
Conference on Informatics and Information Technology	CIIT	Битола	Македонија
CONGRESS OF MATHEMATICIANS OF MACEDONIA	CONGRESS OF MATHEMATICIANS OF MACEDONIA	Струга	Македонија
International Seminar on Stability Problems for Stochastic Models	International Seminar on Stability Problems for Stochastic Models	Варна	Бугарија

Projects

Име на проектот	Финансирано од
Развој и примена на математички модели и статистички методи во истражувања од областа на природните и општествените науки	Министерство за образование и наука
Математичко моделирање и оптимирање	Министерство за наука
Алгебарски структури и нивна примена во криптографија и други процеси	МОН
Корелирани веројатносни модели и примена во теорија на масовното опслужување, теорија на ризик и осигурување	Министерство за наука
Алгебарски структури и нивни примени во комуникациски и други процеси	МОН
Примена на случајните процеси во моделирање на системи за масовно опслужување и и решавање на проблеми од математичката статистика	Министерство за наука

д-р Верица Бакева

Табови

Summary

marjan.gushev@finki.ukim.mk

Summary

Марјан Гушев, д-р на науки, работи како професор на Универзитетот Св. Кирил и Методиј (УКИМ), при факултетот за Информатички науки и компјутерско инженерство (Финки).

Тој е искусен научник, професор и иноватор, менаџер и експерт, со големо знаење и длабоко разбирање на научните концепти од компјутерските науки и нивната примена во голем дел од проекти, вклучувајќи био-инженеринг на медицински сигнали, теле-медицина, решенија од ерата на пресметување на работ, пресметување во облак и роса, паралелно процесирање, имплементација на електронски сервиси, менаџмент на Универзитет, развој на ИТ стратегија и управување итн.

Има објавено 875 научни и стручни трудови, од кои 194 со фактор на влијание според извештајот на Web of Science JCR 2020, со 572 цитати и постигнат H-индекс од 10, (според Scopus има индексирано 238 статии, 1120 цитати и H-индекс 14, а според Scholar Google 506 статии, 2800 цитати и H-индекс 24). Два од неговите трудови од 2018 и 2017 достигаат висока цитираност од 50 и 37 цитати соодветно, според Web of Science и се наоѓаат во 98-миот персентил од сите можни статии. Според анализата на УКИМ, тој е автор со најмногу објавени статии од професори на УКИМ индексирани според Web of Science, со просечно една статија месечно за последните десет години (просекот на професори од УКИМ изнесува 0.16 годишно). Има објавено 3 патенти кај светската организација за интелектуална сопственост.

Неговото огромно искуство во работата вклучува крос-функционални меѓународни од голем број на дивергентни области, потврдено како проектен раководител на 18 и учесник на други 18 проекти од Европската Комисија, како што е H2020, FP7, FP6, COIN, и TEMPUS со тотален буџет повеќе од 7 милиони евра, а воедно е раководител на 11 национални проекти, од кои два од Фондот за иновации и технолошки развој, како и и учесник на други 3 национални проекти. Реализирал повеќе проекти од областа на Е-Влада, Е-Бизнис, што вклучуваат развој на национална стратегија и акциски план, односно реализација на триаголна платформа универзитет (знаење) - влада (управување) - индустрија (примена).

Во својата 30-годишна наставна активност, одржува настава по 235 курсеви на додипломски, после-дипломски и докторски студии, публикувал 23 книги, и 30 учебни помагала, а воедно бил ментор на 11 докторанди и 14 магистранти, од кои 12 се денеска актуелни универзитетски професори во земјава и светот.

Организирал 8 меѓународни конференции и 30 работилници, иницирал и раководи со повеќе лаборатории и специјализирани академии, член е на повеќе меѓународни здруженија од областа на информатика, вклучувајќи и основање на IEEE Dew Computing Special Technical Society. Добитник е на многу награди и признанија, како што се повеќе награди најдобра статија на меѓународни конференции, печат на одличност од Европската комисија за H2020, награда за најдобар научник на УКИМ во 2012, како и наградата „Св. Кирил и Методиј“ во знак на признание за достигнувањата во наставно-образовната дејност, како и за неговите заслуги во развојот и унапредувањето на високото образование и афирмација на Универзитетот во државата и пошироко во 2016.

Во 2020-та е избран за дописен член на Словенечката Академија за инженери.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Books

Наслов на книгата	Издавач
Wireless and Mobile Technologies	Институт за Информатика,ПМФ,Скопје
Proceedings of the 3rd Conference on Informatics and Information Technology	Институт за Информатика, ПМФ, Скопје
e-Bussines and Mobile Internet Technologies	Институт за Информатика, ПМФ, Скопје
Информатичка технологија за 1-ва година средно образование
Информатичка технологија за 2-ра година средно образование
Информатика за студенти
Концепти за Интернет
Современи компјутерски системи
Proceedings of the 2nd Conference on Informatics and Information Technology	Институт за Информатика, ПМФ, Скопје
Simulation of the matrix multiplication systolic algorithm using occam and transputer array	Loughborough University of Technology, PARC, Dept. of Computer Studies
Some nonlinear transformations of the matrix multiplication algorithm	Loughborough University of Technology, PARC, Dept. of Computer Studies
Systolic array for conjugate gradient method	Loughborough University of Technology, PARC, Dept. of Computer Studies

Publications

Име на трудот	Место	Држава
New Analytical Model of Value Prediction	Proceedings of 8th ICC CSCC Int. Conf. of Computers, on CSCC Circuit Systems, Communication and Computers	Greece
Grid Communication Simulator	Proceedings of Workshops on Computer Science Education, ISBN 86-80135-80-1
N-tier E-deposit Infrastructure at University	Proceedings of the 36th International Scientific Conference on Information, Communication and Energy Systems and Technologies ICEST 2002	Yugoslavia
E-Deposit in Academic Use	Proceedings of the 24th International Conference ITI 2002	Croatia
Multimedia Messaging Service - A Tool for New Kind of Messaging	Proceedings of 1st Conference for Mathematics and Informatics in Industry, MII 2003	Greece
E-Commerce for Students	Proceedings of the 6th Multi Conference SCI 2002	Florida, USA
Microcontroler Lab Practicing	Proceedings of Workshops on Computer Science Education, ISBN 86-80135-80-1

Conferences

Назив на конференцијата	Име на конференцијата	Град	Држава
Education of Informaticians and Industrial Mathematicians – New Challenges and Needs	Education of Informaticians and Industrial Mathematicians – New Challenges and Needs	Охрид	Македонија
DEKUS 2002	DEKUS	Охрид	Македонија
Workshop on Lab Practicing in Computer Science Education	Workshop on Lab Practicing in Computer Science Education	Nis	Yugoslavia
DECUS 2004	DECUS	Охрид	Македонија
2nd Balcan Conference in Informatics	BCI 2005	Охрид	Македонија

Specializations

Престој	Држава	Цел
Algorithms for Processor Arrays, Faculty of Electronic Engineering	Македонија
Fast Systolic Designs, University of Florida	USA
Advanced Algorithm Mapping Techniques, George Washington Universitу	USA
Advanced Algorithm Design,Loughborough University of Technology	UK
eGovernment Priorities in Europe	Македонија	Priorities foe ICT strategy
VLSI Array Processors, Faculty of Natural Sciences	Македонија
Wireless Application Development Project	Македонија	1st SEEITA Conf, MASIT
Nomad republic	Македонија	DEKUS Conference
Parallelism on Low Granularity Level	Македонија	Workshop on Parallel Processing, SCOPES
New trends in Internet Technologies and Mobile Computing	Македонија	2nd Conference on Informatics and Information Technology
Performance evaluation of branch and value prediction using discrete-event simulation of fluid stochastic petri nets	Македонија	2nd Conference on Informatics and Information Technology
Exploring the register renaming design space using the supersim simulator	Македонија	2nd Conference on Informatics and Information Technology
eLearning realised by eTesting	Македонија	2nd Conference on Informatics and Information Technology
Computer based testing - A tool for efficient learning	Srbija	SEE Workshop Computation Intelligence and Information Technologies
Tools for digital age	Македонија	SEE Conference on Digital Economy
New frontiers for testing in e-Education	Italy	SSGRR Advances in Infrastructure for Electronic Bussiness, Science and Education
Electronic Testing System	Македонија	36th Scientific Conference on Energetic and Information Systems and Technologies
Modeling the dynamic behavior of and ILP processor	Croatia	Proceedings ITI-2001
EPIC (Explicitly Parallel Instruction Computing)	Македонија	DEKUS Conference
ILP processors and their future	Bulgaria	XXXV nauchna sesija "Komunkacionni, elektronni I kompjutyrni sistemi 2000"
Dependence Elimination Techniques	Македонија	DEKUS Conference, Ohrid
E-Commerce, a big step towards E-Bussiness	Македонија	2nd SEETI conf on Commerce

Projects

Име на проектот	Финансирано од
SNSF Project	Intensivation of Computation Sciences in Engineering in Bulgaria and Macedonia
Innovation of Computer Science Curriculum in Higher Education	Tempus
Administration et gestion des universites dans l'Ancienne Republique yougoslave de Macedoine	TEMPUS
Implementing Modules and ECTS for Computer Studies	Tempus
Distributed Information Technologies New Curricula and Flexible Education	Tempus
Programming Models for Parallel Processing	Ministry of Science
Memory aspects of ILP	Ministry of Science
Parallel Architectures and Algorithms	Ministry of Science
MARNET - Project for Macedonian Academic and Research Network	Ministry of Science
Information System for the Faculty of Natural Sciences and Mathematics	Ministry of Science
Management and (e)Business Education in Computer Studies	Tempus

д-р Марјан Гушев

Табови

Summary

kosta.mitreski@finki.ukim.mk

Summary

Роден е 1957 година во Охрид. Дипломирал, магистрирал и докторирал на Електротехничкиот факултет во Скопје во 1981, 1994 и 2002 година, соодветно. Бил вработен во ЖТП Скопје како главен инженер од 1982 до 1987 година. На Електротехничкиот факултет во Скопје бил вработен како помлад асистент во 1987 год. Во 2002, 2007 и 2012 година ги стекнал звањата доцент, вонреден професор и редовен професор. Моментално е одговорен за неколку предмети од додипломски студии и е координатор и основоположник на магистерски студии од студиската програма Еко-информатика. Автор е на повеќе од 100 трудови публикувани во реномирани меѓународни научни списанија и зборници од конференции. Учесник е во повеќе од дваесетина апликативно истражувачки проекти и десетина билатерални и меѓународни проекти со повеќе универзитети од ЕУ и САД. Бил раководител и учесник на неколку ТЕМПУС проекти како и FP6,FP7 и H2020 проекти. Неговите истражувања се фокусирани во областите на еколошкото моделирање, просторно-временските и 3Д објекти и анализи, милтимедиските системи и интелигентните информациони системи.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Publications

Title	Cited by	Year
IoT agriculture system based on LoRaWAN D Davcev, K Mitreski, S Trajkovic, V Nikolovski, N Koteli 2018 14th IEEE International Workshop on Factory Communication Systems (WFCS …	171	2018
Blockchain-based distributed cloud/fog platform for IoT supply chain management D Davchev, L Kocarev, A Carbone, V Stankovski, K Mitreski Eighth international conference on advances in computing, electronics and …	61	2018
Learning habitat models for the diatom community in Lake Prespa D Kocev, A Naumoski, K Mitreski, S Krstić, S Džeroski Ecological Modelling 221 (2), 330-337	45	2010
Predicting chemical parameters of the water from diatom abudance in lake Prespa and its tributaries A Naumoski, D Kocev, N Atanasova, K Mitreski, S Krstić, S Džeroski Information Technologies in Environmental Engineering: Proceedings of the …	15	2009
Multi-horizon air pollution forecasting with deep neural networks M Arsov, E Zdravevski, P Lameski, R Corizzo, N Koteli, S Gramatikov, ... Sensors 21 (4), 1235	13	2021
Classifying diatoms into trophic state index classes with novel classification algorithm A Naumoski, K Mitreski Procedia Environmental Sciences 2, 1124-1138	13	2010
Air quality pollution from traffic and point sources in Skopje assessed with different air pollution models K Mitreski, M Toceva, N Koteli, L Karajanovski Journal of Environmental Protection and Ecology 17 (3), 840-850	9	2016
An ecological model of Lake Ohrid K Mitreski, Z Koneski, D Davcev, T Naumoski, V Mitic, S Sumka, ... Proceedings of the IASTED International Conference on Applied Modeling and …	8	1998
A novel fuzzy based approach for inducing diatom habitat models and discovering diatom indicating properties A Naumoski, G Mirceva, K Mitreski Ecological Informatics 7 (1), 62-70	7	2012
Short-term air pollution forecasting based on environmental factors and deep learning models M Arsov, E Zdravevski, P Lameski, R Corizzo, N Koteli, K Mitreski, ... 2020 15th Conference on Computer Science and Information Systems (FedCSIS …	6	2020
Modelling the impact of the hotel facilities on online hotel review score for city of Skopje M Stojchevska, A Naumoski, K Mitreski 2018 2nd International Symposium on Multidisciplinary Studies and Innovative …	5	2018
Learning habitat models for the diatoms of Lake Prespa S Dzeroski, K Mitreski, S Krstić, A Naumoski ETAI-2007: proceedings of abstracts of VIII National Conference with …	5	2007
Pollution monitoring system for the Lake Ohrid-a planning scheme K Mitreski, D Davcev, M Jordanoski, T Naumoski WIT Transactions on Ecology and the Environment 20	5	1997
Management and analysis of the phosphorus data in the Lake Ohrid by multimedia presentation D Davcev, K Mitreski, V Boskovska, Z Koneski Proceedings of the IASTED International Conference on Advanced Technology in …	5	1996
IoT--Based System for Real-time Monitoring and Insect Detection in Vineyards S Stevanoska, D Davcev, EM Jovanovska, K Mitreski Proceedings of the 18th ACM Symposium on Mobility Management and Wireless …	4	2020
Influence of algebraic t-norm on different indiscernibility relationships in fuzzy-rough rule induction algorithms A Naumoski, G Mirceva, K Mitreski ICT Innovations 2017: Data-Driven Innovation. 9th International Conference …	4	2017
Diatom classification with novel bell based classification algorithm A Naumoski, K Mitreski ICT Innovations 2010: Second International Conference, ICT Innovations 2010 …	4	2011
Web-based pollution monitoring system for the Lake Ohrid K Mitreski, D Davcev, Z Koneski WIT Transactions on Ecology and the Environment 43	4	2000
Publishing Skopje Air Quality Data as Linked Data K Mishev, A Kjosevski, N Kalemdzhievski, N Koteli, M Jovanovik, ... Proc. of the 12th International Conference on Informatics and Information …	3	2015
Fuzzy models with GIS for water quality diatom-indicator classification A Naumoski, G Mirceva, K Mitreski 2011 Eighth International Conference on Fuzzy Systems and Knowledge …	3	2011
Web-based information system for pollution monitoring of lake ohrid K Mitreski, Z Koneski, N Naumov, D Davcev Water, Air and Soil Pollution: Focus 4, 189-199	3	2004
Mathematical model for the available phosphorus, phytoplankton and zooplankton in the Lake Ohrid K Mitreski, Z Koneski, D Davchev, T Naumoski WIT Transactions on Ecology and the Environment	3	1998
Air quality impact of traffic and point sources in Skopje assessed with dispersion models M Toceva, N Koteli, K Mitreski Faculty of Computer Science and Engineering, Ss. Cyril and Methodius …	2	2013
Ambient air quality in the Republic of Macedonia from the perspective of EU directive R Bojkovska, K Mitreski Proceedings of the ITI 2012 34th International Conference on Information …	2	2012
Data analysis of spatio-temporal sensor data as a contribution to the model analysis for water resources S Veleva, K Mitreski BALWOIS 2010 (Ohrid, Macedonia, May 25-29)	2	2010
Influence of climate change on diatoms diversity indices in Lake Prespa A Naumoski, K Mitreski Journal of E-Analytical-Energy and Climate Change-Southeast Europe in Focus	2	2009
Dynamic model and estimation of the future eutrophication for the Lake Prespa K Mitreski, A Naumoski Proceedings of the 2nd IASME/WSEAS international conference on Energy and …	2	2007
3-D Visualization and analysis of the pollution sources in the Lake Ohrid K Mitreski, D Davcev Proceedings of the 25th International Conference on Information Technology …	2	2003
Web-based Mobile Service for Pollution Monitoring Systems K Mitreski, S Stevkovski Institute of Informatics, Faculty of Natural Sciences and Mathematics, Ss …	2	2003
Implication of Hamacher T-norm on Two Fuzzy-Rough Rule Induction Algorithms A Naumoski, G Mirceva, K Mitreski 2022 45th Jubilee International Convention on Information, Communication and …	1	2022
Novel t-norm for fuzzy-rough rule induction algorithm and its influence A Naumoski, G Mirceva, K Mitreski ICT Innovations 2021. Digital Transformation: 13th International Conference …	1	2022
Evaluation of diatoms biodiversity models by applying different discretization on the class attribute A Naumoski, G Mirceva, K Mitreski 2020 43rd International Convention on Information, Communication and …	1	2020
Clustering Tree Algorithm for Biodiversity Modeling of Diatoms A Naumoski, G Mirceva, K Mitreski	1	2020
Experimental Evaluation of Different Membership Functions on Weighted Pattern Trees for Diatom Modelling A Naumoski, G Mirceva, K Mitreski 2018 14th International Conference on Natural Computation, Fuzzy Systems and …	1	2018
Analyzing the level of high tropospherc ozone during the summer 2014 and 2015 in Skopje, R. Macedonia B Stoimenovski, K Mitreski, A Naumoski, D Serafimovski Trans Motauto World	1	2017
Mobile Health Based System for Managing and Maintaining Health Data in Classroom: Case Study D Serafimovski, K Mitreski, Z Zdravev Tem Journal	1	2017
ANALYZING THE LEVEL OF HIGH TROPOSPHERC OZONE DURING THE SUMMER 2013 IN SKOPJE, R. MACEDONIA B Stoimenovski, K Mitreski, A Naumoski, D Davchev V International Conference „Ecology of Urban Areas 2016 “	1	2016
Analysis of the potential of cross-platform mobile applications as data management tools in medical purposes D Serafimovski, A Krstev, K Mitreski	1	2016
Organization of the Zletovo’s Pb-Zn deposit mineral and anthroghene access databases, Republic of Macedonia D Serafimovski, V Gicev, A Krstev, K Mitreski	1	2016
A mobile environmental air quality information system as a support for m-health E Mitreska, D Davchev, K Mitreski Springer, Cham	1	2013
Pattern tree spatial models for ecological classification A Naumoski, K Mitreski Faculty of Computer Science and Engineering, Ss. Cyril and Methodius …	1	2012
Novel Inverse Sigmoid Fuzzy Approach for Water Quality Diatom Classification A Naumoski, S Krstić, K Mitreski ICT Innovations 2011, 207-217	1	2012
Indoor Air Quality measurement in server and battery rooms in ICT Companies in Macedonia N Koteli, M Ivanova, K Mitreski Faculty of Computer Science and Engineering, Ss. Cyril and Methodius …	1	2012
Diatoms Classification with Weighted Averaging Fuzzy Operators for Eutrophication Prevention. A Naumoski, K Mitreski, P Golinska ITEE, 49-59	1	2011
3-D Visualization And Standardization Of GIS Elements For Pollution Monitoring Of Water Resources K Mitreski, S Stevkovski, D Davchev BALWOIS, Ohrid	1	2004
Naïve Bayes technique for diatoms classification with discretised input A Naumoski, K Mitreski ICT Innovations 2010 Web Proceedings ISSN 7288	1	1857
Integrated IoT System for Prediction of Diseases in the Vineyards EM Jovanovska, I Chorbev, D Davcev, K Mitreski 2022 International Conference on Electrical, Computer, Communications and …		2022
Influence of the Yu T-norm on Vaguely Quantified Rough Set Measure Algorithm Accuracy A Naumoski, G Mirceva, K Mitreski 2022 International Conference on Electrical, Computer, Communications and …		2022
Analyzing and visualisation of indoor airpollution ME Jovanovska, M Bozinova, K Mitreski Science. Business. Society. 5 (1), 3-6		2020
Ski Slopes Digitalization and Rating Analysis of Ski Resorts in Mavrovo and Popova Shapka A Naumoski, G Mircheva, K Mitreski 2019 3rd International Symposium on Multidisciplinary Studies and Innovative …		2019
Diatom Ecological Modelling with Weighted Pattern Tree Algorithm by Using Polygonal and Gaussian Membership Functions A Naumoski, G Mirceva, K Mitreski ICT Innovations 2019. Big Data Processing and Mining: 11th International …		2019
Environmental air quality monitoring system as a support for precision agriculture D Davchev, K Mitreski Science. Business. Society.		2019
Evaluation of Yager Families of Aggregation Operators in Discovering the Diatoms Indicating Properties A Naumoski, G Mirceva, K Mitreski 2018 2nd International Symposium on Multidisciplinary Studies and Innovative …		2018
The access database for the Zletovo mine, Republic of Macedonia G Tasev, D Serafimovski, K Mitreski 18th International Multidisciplinary Scientific GeoConference SGEM 2018		2018
Learning diatom ecological models with fuzzy order data mining algorithm A Naumoski, G Mirceva, K Trivodaliev, K Mitreski 2018 41st International Convention on Information and Communication …		2018
EU Directive 2008/50/EC on Ambient Air Quality and Cleaner Air for Europe in Context of the Republic of Macedonia I Rumenov, M Toceva, K Mitreski Faculty of Computer Science and Engineering, Skopje, Macedonia Ss. Cyril and …		2018
Metric influence evaluation for multi-target rule induction algorithm on life sciences datasets A Naumoski, G Mirceva, K Mitreski		2018
INFLUENCE OF RANDOM NUMBER GENERATORS IN AIR POLLUTION MODEL SAMPLING G Vrglevski, K Mitreski, A Naumoski, SG Zajkova Mathematical Modeling 2 (1), 17-20		2018
Modelling the relationship between saturated oxygen and distoms ‘abundance using weigthed pattern trees with algebraic operators A Naumoski, G Mirceva, K Mitreski Mathematical Modeling 2 (4), 170-172		2018
Information System for Trust Food Supply Management D Davchev, L Kocarev, K Mitreski, M Florea, A Carbone, V Stankovski		2017
GIS Digitalization of the Infrastructure of Public Buildings: A Case Study of the" Boris Trajkovski" Sports Center" A Angjelkoski, A Naumoski, G Mirceva, K Mitreski Faculty of Computer Science and Engineering, Ss. Cyril and Methodius …		2017
NOISE POLLUTION MODELLING AND VISUALISATION–THE CASE STUDY FOR THE CITY OF SKOPJE V Poposki, K Mitreski, D Davchev, A Naumoski Science. Business. Society.		2016
GIS Flood Prediction Models of “Kriva Reka” River D Georgievski, K Mitreski, A Naumoski, D Davcev ICT Innovations 2015: Emerging Technologies for Better Living 7, 59-67		2016
Publishing Skopje Air Quality Data as Linked Data M Jovanovik, K Mishev, A Kjosevski, N Kalemdzhievski, N Koteli, ... Faculty of Computer Science and Engineering, Skopje		2015
Mineral and anthroghene access databases organization for Alshar polymetallic deposit and waste dump, Republic of Macedonia D Serafimovski, V Gicev, K Mitreski 15th International Multidisciplinary Scientific Geoconference SGEM 2015 1 …		2015
Two Access databases organization for Sasa lead-zinc deposit and tailings, Republic of Macedonia D Serafimovski, V Gicev, K Mitreski International Multidisciplinary Scientific GeoConference (SGEM 14)		2014
Connecting air mobile and desktop applications with social networks D Serafimovski, K Mitreski International Multidisciplinary Scientific GeoConference (SGEM 14) 1 (1), 97-104		2014
TROPHIC DIATOM CLASSIFICATION USING NAÏVE BAYES A Naumoski, K Mitreski		2013
Novel fuzzy operator for classification of diatoms in ecological water quality classes A Naumoski, K Mitreski		2013
Trophic Diatom Classification Using Naгџve Bayes A Naumovski, K Mitreski Faculty of Computer Science and Engineering, Ss. Cyril and Methodius …		2013
Diatom Indicating Property Discovery with Rule Induction Algorithm A Naumoski, K Mitreski ICT Innovations 2012: Secure and Intelligent Systems, 225-234		2013
A novel fuzzy based approach simple sequentially rejective multiple for inducing diatom habitat models and discovering diatom indicating properties A Naumoski, G Mirceva, K Mitreski Ecological Informatics 7 (1), 62		2012
Novel algorithm for diatom classification in Lake Prespa using log-normal distribution A Naumoski, K Mitreski Ecohydrology & Hydrobiology 11 (1-2), 23-34		2011
Simulated PM10 Particles in 3 location in Skopje using HYSPLIT model M Ivanova, K Mitreski		2011
Algorithm with Evenly Distributed Gaussian Function for Diatom Classification A Naumoski, K Mitreski Institute of Informatics, Faculty of Natural Sciences and Mathematics, Ss …		2010
Rule Induction of Physical-Chemical Water Property from Diatoms Community A Naumoski, K Mitreski ICT Innovations 2009, 207-216		2010
Rule inducted models for classifying water quality using diatoms as bio-indicators A Naumoski, K Mitreski, D Davcev 2009 Second International Conference on Environmental and Computer Science …		2009
Data Management for the Water Monitoring System of Lake Prespa S Veleva, K Mitreski 2009 Second International Conference on Environmental and Computer Science …		2009
Dynamic phosphorus expert system with QoS support algorithms T Shuminoski, A Naumoski, Z Naumoski, T Janevski, K Mitreski		2009
Web-based mobile service for measuring parameters and estimating eutrophication of the Lake Prespa A Naumoski, V Trajkovikj, K Mitreski		2008
Mathematical model for the available phosphorus, phytoplankton and zooplankton K Mitreski, Z Koneski, D Davcev, T Naumoski Development and Application of Computer Techniques to Environmental Studies, 209		1998
WIT Transactions on Ecology and the Environment K Mitreski, D Davchev, M Jordanoski, T Naumoski WIT Transactions on Ecology and the Environment		1997
Predicting chemical parameters of the water from diatom abudance in lake Prespa and its A Naumoski, D Kocev, N Atanasova, K Mitreski
Multi-target Modelling of Metal Influence on Diatom Bio-diversity–Lake Prespa case study A Naumoski, G Mirceva, K Mitreski
Learning Habitat Models for the D Kocev, A Naumoski, K Mitreski, S Krstić, S Džeroski
Flood Inundation Mapping Using Geographic Information Systems I Donevska, K Mitreski
PREDICTING CHEMICAL PARAMETERES OF WATER QUALITY FROM DIATOMS ABUDANCE IN LAKE PRESPA AND ITS TRIBUTARIES A Naumoski, D Kocev, N Atanasova, K Mitreski, S Krtić, S Džeroski
ONLINE OPERATIONAL MONITORING AND TSI ESTIMATION SYSTEM OF LAKES E Mitreska, K Mitreski
Ackovska, Nevena 91 Anchev, Nenad 71 B Atanasovski, V Bakeva, E Bedalli, D Boshnakoska, L Bozinovska, ... ICT Innovations 2012, 383
Ecological management system with QoS support and GIS for the Lake Prespa A Naumoski, T Shuminoski, M Kirov, T Janevski, K Mitreski
Modelling the relationship between diatom abundances and physico-chemical parameteres in Lake Prespa A Naumoski, D Kocev, N Atanasova, K Mitreski, S Krstić, S Džeroski Methodology 88, 89
PREDICTING CHEMICAL PARAMETERES OF THE WATER FROM DIATOM ABUNDANCE IN LAKE PRESPA AND ITS TRIBUTARIES A Naumoski, D Kocev, N Atanasova, K Mitreski, S Krstić, S Džeroski

д-р Коста Митрески

IT Management (4+1)

IT Management (4 + 1)

1. General Information

Postgraduate studies in Management in Information Technology aim to provide quality and top European education and training of highly educated staff with in-depth knowledge of methods and techniques for managing ICT projects and systems. Upon completion of their studies, these staff will be able to take responsible positions in the processes of planning, design, management and monitoring of ICT projects and systems, including their business aspects.

The program in Management Studies in Information Technology is compatible with the relevant studies offered at most of the world's universities that support this topic and enable student mobility.

Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of computer science and engineering - FCSE
Study Program Name: IT Management
Scientific-research area: 2 technical-technological
Field
The value of postgraduate studies is 60 ECTS credits .
Duration of studies: 2 semesters .
One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
Admission Requirements : Students in Information Technology Management can enroll in graduate students who have 240 or 180 undergraduate credits.
Introductory layer : Students who have earned less than 240 credits during their studies are offered a variety of 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, 2 elective courses in the field.
Second semester: 1 compulsory subject in the field, 1 elective subject in the field and 1 elective subject from the list of UKIM and final project - master's thesis (18 ECTS)
1 ECTS credit corresponds to 30 hours of total work engagement
The number of contact hours is 4

Upon successful completion of the postgraduate studies in Information Technology Management, the successful student will possess the following general abilities and qualifications:

Ability to work in interdisciplinary teams
Power of analysis and synthesis
Power to apply knowledge in practice
Power to generate new ideas (creativity)
Power of learning
Ability to critique and self-critique
Ability to make decisions
Knowledge of English
Research skills

Upon successful completion of the postgraduate studies in Information Technology Management, the successful student will possess the following specific abilities and qualifications:

Knowledge and Understanding	Provides in-depth knowledge and understanding of the theoretical foundations of software and innovation project management, information systems and risk management and other disciplines. Acquiring the necessary knowledge in the field of management with ICT systems and projects. Develop advanced skills in planning, designing, designing, managing, testing, and implementing ICT systems and projects. Demonstrates a high level of professional competence in the analysis of empirical data in the fields of business, industry, economics and government. Work with applied projects to manage projects, resources, money and people. Governs the latest industry standards and best practices, as well as opportunities for improvement and future development in the area.
Applying knowledge and Understanding	Can apply knowledge and understanding for professional development in a narrower area of Information Technology Management. Demonstrates skills and knowledge necessary for the individual to be competent in managing IT systems and projects at a high level. The competencies qualify him with a solid management and technical basis with the possibility to include a selected range of broader aspects of Management in Information Technology and the like that will suitthe needs of the professional in this field with constant and rapid development. In-depth management knowledge required for efficient work of ICT manager, independent specialist or member of specialized team.
Ability to evaluate	Demonstrates a commitment to self-improvement and continuous professional development Demonstrates in-depth knowledge of advanced analysis and design techniques in the fields of Information Technology Management. Demonstrates knowledge of best practices for improving productivity and mutual understanding in business organizations taking into account personal, social, scientific and ethical aspects. Demonstrates the ability to make managerial decisions independently and link business practice with application solutions.
Communication Skills	Demonstrates the ability to communicate with colleagues and work in a team through a high level of awareness of the importance and power of communications. Illustrates effective exchange of information, ideas and reasoned arguments. Demonstrates high ability to work and lead multidisciplinary teams Demonstrates ability to plan and manage time at managerial level and professional socialization and conflict resolution. Recognizes complex organizational structures and the need to restructure them, understands their impact on effectiveness and efficiency in combination with modern technologies.
Learning Skills	Demonstrates an understanding of the basics of research methodology, with the ability to evaluate, design and conduct research in the field, formulate, plan a research project and communicate in depth on a topic. Demonstrates the ability to reasonably evaluate and generate ideas with creative and critical thinking, mastering new theories, models, techniques and technologies, while appreciating the need for continuous professional development. Able to select and understand procedures and methods for structuring, consolidating, and handling information and data in an environment. Has high self-confidence and independence, proactivity and self-awareness to perform and delegate tasks and manage further career.

Acquired title: Master of Information Science and Computer Engineering in the field of Information Technology Management.

2. Studies

Table 1: Schedule of the courses in semesters and academic study years (AC)

List Number	Course code	Course title	Semester	Weekly fund of classes		ECTS
List Number	Course code	Course title	Semester	L	E	ECTS
FIRST YEAR
1.	IT-I-03	ICT Management	9	4	0	6
2.	ITMWE02	Advanced ICT Innovation and Entrepreneurship	9	2	1	6
3.	ITMWE01	Advanced Software Project Management	9	4	0	6
4.		Elective course	9			6
5.		Elective course	9			6
6.	ITMSE01	Advanced Software Requirements Engineering	10	2	0	6
7.		Elective course	10			6
8.		Master's Thesis	10			18
Total hours (lectures / exercises) and number of ECTS credits in the academic year						60

2.1 Electives

Configure

The student can choose a subject from the list of offered elective subjects from all study programs of the second cycle of studies. The list of offered elective courses can be found at this link .

Number	Code	Name of the object	Semester	Weekly fund of classes		ECTS	Unit
Number	Code	Name of the object	Semester	L	E	ECTS	Unit
1	ITMWE07	Management of Databases	9	2	2	6	FINKI
2	ITMWE06	Information security management	9	2	1	6	FINKI
3	SI-Z-01	Software Lifecycle Management	9	4	0	6	FINKI
4	BK-I-12	Change and risk management	9	4	0	6	FINKI
5	ITMWE10	Managing the Software Testing Process	9	2	1	6	FINKI
6	CC-I-02	Big Data and Distributed Data Analytics	9	2	2	6	FINKI
7	ITMWE03	Advanced Management Information Systems	9	2	2	6	FINKI
8	ITMWE08	e-Government advanced topics	9	3	1	6	FINKI
9	ITMWE04	Business Design Thinking	9	4	0	6	FINKI
10	ITMWE11	Digital Transformation	9	2	2	6	FINKI
11	IT-I-04	E-business	9	4	0	6	FINKI
12	IT-I-10	Internet Infrastructure management	9	4	0	6	FINKI
13	EI-I-01	Requirements Analysis in Ecosystem informatics	9	3	0	6	FINKI
14	IS-I-07	Systems for data-based business decision	9	4	0	6	FINKI
15	KN-I-10	Business process mining	9	4	0	6	FINKI
16	SDP-Z-4	Wrangling and exploratory data analysis	9	4	0	6	FINKI
17	IS-I-06	Information Systems Analysis and Design	9	4	0	6	FINKI
18	IT-I-18	Data Science	9	4	0	6	FINKI
19	SNP-Z-1	Data Analysis Using Statistical Packages	9	4	2	6	FINKI
20	CC-I-04	Business modelling	9	4	0	6	FINKI
21	IS-I-01	Collective Intelligence	9	4	0	6	FINKI
22	ITMWE09	Human resource management	9	2	0	6	FINKI
23	SI-I-05	Model based software Engineering	9	4	0	6	FINKI
24	SI-I-07	Engineering ethics	10	4	0	6	FINKI
25	SI-I-08	Engineering ERP business Systems	10	4	0	6	FINKI
26	ITMSE02	IT Service Management	10	2	0	6	FINKI
27	CC-I-07	Small business management	10	3	0	6	FINKI
28	CI-I-11	Decision support systems	10	4	0	6	FINKI
29	SI-I-13	Software Architectures	10	4	0	6	FINKI
30	ITMSE05	Strategic management in IT	10	2	0	6	FINKI
31	EDU-I-10	Student Involvement in Humanitarian, Free and Open-Source Software Development	10	2	2	6	FINKI
32	ITMSE06	Management of Electronic Educational Systems	10	2	1	6	FINKI
33	IT-I-08	Digital Marketing	10	4	0	6	FINKI
34	EDU-Z-04	Gaming in education	10	2	2	6	FINKI
35	EDU-I-04	Recommender Systems, Virtual Guidance and Self- Help in Knowledge Mastery	10	2	2	6	FINKI
36	ITMSE07	Data Science Project Management	10	2	1	6	FINKI
37	SDP-I-4	Business analytics	10	2	2	6	FINKI
38	SI-I-09	Software Reliability	10	4	0	6	FINKI
Total:

IT Management (3 +1+1)

IT Management (3 + 1 + 1)

1. General Information

Postgraduate studies in Information Technology Management aim to provide quality and top European education and training of highly educated staff with in-depth knowledge of methods and techniques for managing ICT projects and systems. Upon completion of their studies, these staff will be able to take responsible positions in the processes of planning, design, management and monitoring of ICT projects and systems, including their business aspects.

The program in Management Studies in Information Technology is compatible with the relevant studies offered at most of the world's universities that support this topic and enable student mobility.

Name of the proposer: University "Ss. Cyril and Methodius University in Skopje, Faculty of Information Sciences and Computer Engineering - FINKI
Study Program Name: Information Technology Management
Scientific-research area: 2 technical-technological
Field
The value of postgraduate studies is 60 ECTS credits .
Duration of studies: 2 semesters .
One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
Admission Requirements : Students in Information Technology Management can enroll in graduate students who have 240 or 180 undergraduate credits.
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, 2 elective courses in the field.
Second semester: 1 mandatory subject in the field, 1 elective subject in the field and 1 elective subject from the list of UKIM and final project - master's thesis (18 ECTS)
1 ECTS credit corresponds to 30 hours of total work engagement
The number of contact hours is 4

Upon successful completion of the postgraduate studies in Information Technology Management, the successful student will possess the following general abilities and qualifications:

Ability to work in interdisciplinary teams
Power of analysis and synthesis
Power to apply knowledge in practice
Power to generate new ideas (creativity)
Power of learning
Ability to critique and self-critique
Ability to make decisions
Knowledge of English
Research skills

Upon successful completion of the postgraduate studies in Information Technology Management, the successful student will possess the following specific abilities and qualifications:

Knowledge and Understanding

Provides in-depth knowledge and understanding of the theoretical foundations of software and innovation project management, information systems and risk management and other disciplines.

Acquiring the necessary knowledge in the field of management with ICT systems and projects.

Development of advanced skills in planning, design, design, management, testing, and implementation of ICT systems and projects.

Demonstrates a high level of professional competence in the analysis of empirical data in the fields of business, industry, economics and government.

Work with applied projects to manage projects, resources, money and people.

Governs the latest industry standards and best practices, as well as opportunities for improvement and future development in the area.

Applying knowledge and understanding

Can apply knowledge and understanding for professional development in a narrower area of Information Technology Management.

Demonstrates skills and knowledge necessary for the individual to be competent in managing IT systems and projects at a high level.

The competenciesQualify with solid management and technical foundation with the ability to include a selected range of broader aspects of Management in Information Technology and the like that will meet the needs of the professional in this field with constant and rapid development.

In-depth management knowledge required for effective work of ICT manager, independent specialist or member of specialized team.

Ability to evaluate

Demonstrates a commitment to self-improvement and continuous professional development

Demonstrates in-depth knowledge of advanced analysis and design techniques in the fields of Information Technology Management.

Demonstrates knowledge of best practices for improving productivity and mutual understanding in business organizations taking into account personal, social, scientific and ethical aspects.

Demonstrates the ability to make managerial decisions independently and link business practice with application solutions.

Communication Skills

Demonstrates the ability to communicate with colleagues and work in a team through a high level of awareness of the importance and power of communication.

Illustrates effective exchange of information, ideas and reasoned proposals.

Demonstrates high ability to work and lead multidisciplinary teams

Demonstrates ability to plan and manage time at managerial level and professional socialization and conflict resolution.

Recognizes complex organizational structures and the need to restructure them, understands their impact on effectiveness and efficiency in combination with modern technologies.

Learning Skills

Demonstrates an understanding of the basics of research methodology, with the ability to evaluate, design and conduct research in the field, formulate, plan a research project and communicate in depth on a topic.

Demonstrates the ability to reasonably evaluate and generate ideas with creative and critical thinking, mastering new theories, models, techniques and technologies, while appreciating the need for continuous professional development.

Able to select and understand procedures and methods for structuring, consolidating, and handling information and data in an environment.

Has high self-confidence and independence, proactivity and self-awareness to perform and delegate tasks and manage further career.

Acquired title: Master of Information Science and Computer Engineering in Information Technology Management. & Nbsp;

2. Introductory layer

The introductory layer is intended for students who study for less than four years or have earned less than 240 credits from previous studies.

Table 1: List of introductory layer items

	Code	Subject	Weekly fund	Semester	ECTS
1	CSEW501	Management Information Systems *	2 + 2 + 1	winter	6
2	CSEW705	Innovation in ICT *	2 + 1 + 2	winter	6
3		Selected from Table 2		winter	6
4		Selected from Table 2		winter	6
5		Selected from Table 2		winter	6
6	CSES811	Entrepreneurship *	2 + 1 + 2	summer	6
7	CSES634	ICT Project Management *	2 + 2 + 1	summer	6
8		Selected from Table 2		summer	6
9		Selected from Table 2		summer	6
10		Elective **		summer	6

* If the student has passed the course in his / her undergraduate studies, he / she will have to choose another course from the list of elective courses from the introductory layer (Table 2).

** The course can be selected from the list of electives from Table 2 or from the university list of free electives

Table 2: List of introductory electives

	Code	Subject	Weekly fund	Semester	ECTS
1	CSEW528	User support	2 + 1 + 2	winter	6
2	CSEW505	Software requirements analysis	2 + 2 + 1	winter	6
3	CSEW701	Information Systems Analysis and Design	2 + 2 + 2	winter	6
4	CSEW704	Design of integrated systems	2 + 1 + 2	winter	6
5	CSEW511	Software design and architecture	2 + 1 + 2	winter	6
6	CSEW514	Implementation of Free and Open Source Systems	2 + 1 + 2	winter	6
7	CSEW515	Computer Ethics	4 + 0 + 0	winter	6
8	CSEW310	Marketing	2 + 2 + 1	winter	6
9	CSES631	Software quality and testing	2 + 1 + 2	summer	6
10	CSES625	IS development process	2 + 2 + 2	summer	6
11	CSES612	Electronic & Mobile Commerce	2 + 2 + 2	summer	6
12	CSES610	e-Government	2 + 1 + 2	summer	6
13	CSES617	Business Process Modeling	2 + 1 + 2	summer	6
14	CSES606	Geographic Information Systems	2 + 1 + 2	summer	6
15	CSES205	Business and Management	2 + 2 + 1	summer	6
16	CSES628	Service Oriented Architectures	2 + 2 + 2	summer	6
17	UKIM-I	Selection from University list of free courses

After successfully completing all ten courses and achieving 60 credits, the student with previously acquired 180 ECTS credits (or completed three-year studies) continues with the subjects from the second academic year of postgraduate studies.

3. Studies

Table 1: List of Postgraduate Courses

	Code	Item name	Status	Semester	ECTS	П	А	Л
1	ITMW01	Advanced software project management	M	winter	6	2	1	0
2	ITMW02	Advanced ICT Innovation and Entrepreneurship	M	winter	6	2	1	0
3		Elective	E	winter	6
4		Elective	E	winter	6
5		Elective	E	winter	6
6	ITMS01	Advanced Software Requirements Engineering	M	summer	6	2	1	0
7		Elective	E	summer	6
8		Master Thesis	M	summer	18

3.1 Elective Courses

Configure

The student can choose a subject from the list of offered elective subjects from all study programs of the second cycle of studies. The list of offered elective courses can be found at this link.

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3.1 Elective Courses