Elective courses

This page contains tables with elective courses from all study programs for master studies.

Table 1: Elective courses for the study programme Intelligent systems engineering

	Professors	Course	Semester	ECTS
1	prof. Smile Markovski, assoc. prof. Ana Madevska Bogdanova	Computer science for intelligent systems	IX	6
2	assist. prof. Nevena Ackovska, assoc. prof. Marija Mihova	Information processing in biological systems	IX	6
3	prof. Sasho Panov	Molecular biology of the cell	IX	6
4	prof. Zaneta Popeska, assoc. prof. Ana Madevska Bogdanova	Mathematical models in Bioinformatics	IX	6
5	prof. Zaneta Popeska, assoc. prof. Ana Madevska Bogdanova	Advanced methods in data mining	IX	6
6	assist. prof. Anastas Mishev, assist. prof. Goce Armenski	Programming robots	IX	6
7	assoc. prof. Andrea Kulakov, assist. prof. Nevena Ackovska	Introduction to robotics	IX	6
8	assoc. prof. Ana Madevska Bogdanova, prof. Zaneta Popeska	Data mining for bioinformatics	X	6
9	assist. prof. Nevena Ackovska, assoc. prof. Ana Madevska Bogdanova	Genetics engineering	X	6
10	assist. prof. Nevena Ackovska	Behavior based robotics	X	6
11	assoc. prof. Marija Mihova	Mathematical models in Robotics	X	6
12	assist. prof. Nevena Ackovska, assist. prof. Boro Jakimovski	Human-robot interaction	X	6
13	assoc. prof. Ana Madevska Bogdanova, assist. prof. Gjorgji Madjarov	Machine learning	X	6
		Elective course from University list of available courses		6

Table 2: Elective courses for the study programme Computer sciences

	Professors	Course	Semester	ECTS
1	assoc. prof. Ana Madevska Bogdanova, assoc. prof. Marija Mihova, assist. prof. Anastas Mishev, assist. prof. Boro Jakimovski	Напредни алгоритми	IX	6
2	assist. prof. Boro Jakimovski, elect. assist. prof. Jasen Markovski	Формални методи	IX	6
3	prof. Vanco Kusakatov, prof. Margita Kon-Popovska, assist. prof. Vesna Dimitrievska Ristovska	Оптимизација	IX	6
4	prof. Margita Kon-Popovska, assist. prof. Goran Velinov, assist. prof. Vangel Ajanovski	Напредни концепти на бази на податоци	IX	6
5	prof. Zaneta Popeska, assoc. prof. Marija Mihova	Модерни симулации и моделирање	IX	6
6	assist. prof. Anastas Mishev, assist. prof. Boro Jakimovski	Грид и научно програмирање	IX	6
7	prof. Margita Kon-Popovska, assist. prof. Goran Velinov	Доверливост и безбедност кај системите за управување со бази на податоци	X	6
8	prof. Margita Kon-Popovska, assist. prof. Goran Velinov	Извршување и оптимизација на SQL изрази - теоретски аспекти	X	6
9	prof. Margita Kon-Popovska, assist. prof. Goran Velinov	Складови на податоци	X	6
10	prof. Zaneta Popeska, assoc. prof. Marija Mihova	Надежност на компјутерски системи и мрежи	X	6
11	assoc. prof. Marija Mihova	Динамичко програмирање и стохастичка контрола	X	6
12		Проект	X	6
13	assist. prof. Dejan Spasov, prof. Smile Markovski	Теорија на комплексност	X	6
14	prof. Katerina Zdravkova, assist. prof. Igor Trajkovski	Обработка на текстуални податоци	X	6
15	prof. Marjan Gushev	Пресметување во облак	X	6
16	prof. Marjan Gushev	Современи трендови за паралелно процесирање	X	6
		Elective course from University list of available courses

Table 3: Elective courses for the study programme Coding and cryptography

	Professors	Course	Semester	ECTS
1	prof. Smile Markovski, assist. prof. Vesna Dimitrova	Advanced cryptography	IX	6
2	assist. prof. Vesna Dimitrova, assist. prof. Boro Jakimovski	Information security	IX	6
3	prof. Verica Bakeva, prof. Smile Markovski	Coding theory	IX	6
4	prof. Smile Markovski, prof. Zanta Popeska	Advanced algebraic structures	IX	6
5	prof. Smile Markovski, assist. prof. Vesna Dimitrova	Mathematical logic	IX	6
6	prof. Verica Bakeva, prof. Zaneta Popeska	Random processes	IX	6
7	assist. prof. Vesna Dimitrova, assoc. prof. Ljupco Antovski	Change and risk management	IX	6
8	prof. Verica Bakeva, assist. prof. Dejan Spasov	Information theory 2	X	6
9	assist. prof. Boro Jakimovski, elect. assoc. prof. Danilo Gligoroski	Computer security	X	6
10	assist. prof. Vesna Dimitrova, prof. Smile Markovski	Cryptoanalysis	X	6
11	assoc. prof. Ljupco Antovski, assist. prof. Goce Armenski	Mobile and web applications security	X	6
12	prof. Verica Bakeva, prof. Smile Markovski, assist. prof. Dejan Spasov	Advanced coding theory	X	6
		Elective course from University list of available courses		6

Table 4: Elective courses for the study programme Software engineering

	Professors	Course	Semester	ECTS
1	assoc. prof. Dejan Gjorgjevikj, assist. prof. Ivan Chorbev	Advanced software engineering	IX	6
2	assoc. prof. Dejan Gjorgjevikj, prof. Suzana Loshkovska	Software design patterns	IX	6
3	prof. Suzana Loshkovska, assist. prof. Ivan Chorbev	Medical informatics	IX	6
4	prof. Suzana Loshkovska, assist. prof. Ivica Dimitrovski	Visuelization algorithms	IX	6
5	prof. Dragan Mihajlov, assist. prof. Ivica Dimitrovski	Image and audio computer processing	IX	6
6	prof. Dragan Mihajlov, assist. prof. Ivan Chorbev	Special effects and computer video games programming	IX	6
7	prof. Dragan Mihajlov, prof. Suzana Loshkovska	Advanced 3D modeling and animation	IX	6
8	asist. prof. Gjorgji Madjarov, assoc. prof. Dejan Gjorgjevikj	Time series analysis and forecasting	IX	6
9	asssit. prof. Ivan Chorbev, prof. Dragan Mihajlov	Multimedia and scalable web	IX	6
10	prof. Suzana Loshkovska, assist. prof. Ivica Dimitrovski, assist. prof. Anastas Mishev	Software testing and usability	X	6
11	prof. Dragan Mihajlov, prof. Suzana Loshkovska	Computer art	X	6
12	prof. Suzana Loshkovska, assist. prof. Gjorgji Madjarov	Advanced interaction technologies	X	6
13	assoc. prof. Dejan Gjorgjevikj, assist. prof. Goce Armenski	Advanced web technologies	X	6
14	assoc. prof. Dejan Gjorgjevikj, assist. prof. Gjorgji Madjarov	Pattern recognition	X	6
15	assoc. prof. Dejan Gjorgjevikj, assoc. prof. Ljupco Antovski	Software architectures	X	6
16	assist. prof. Ivan Chorbev, assoc. prof. Ljupco Antovski, assoc. prof. Dejan Gjorgjevikj	Engineering ERP business systems	X	6
17	assist. prof. Gjorgji Madjarov, assoc. prof. Dejan Gjorgjevikj	Decision support systems	X	6
		Elective course from University list of available courses

Table 5: Elective courses for the study programme Computer networks and e-technologies

	Professors	Course	Semester	ECTS
1	Academian prof. Ljupco Kocarev	Modern network analysis methods	IX	6
2	assoc. prof. Dimitar Trajanov	E-business	IX	6
3	assist. prof. Sonja Filiposka, assist. prof. Anastas Mishev	Wireless and Ad-Hoc networks	IX	6
4	assist. prof. Igor Mishkovski	Parallel processing	IX	6
5	assoc. prof. Dimitar Trajanov, assoc. prof. Ljupco Antovski	ICT management	IX	6
6	assist. prof. Dejan Spasov	Stochastic modeling and queuing theory	IX	6
7	Academian prof. Ljupco Kocarev	Modeling and simulation in networks	IX	6
8	assist. prof. Dejan Spasov	Random processes in computer networks	IX	6
9	assist. prof. Sonja Filiposka	Mobile services and applications	IX	6
10	assist. prof. Sonja Filiposka	Computer networks monitoring and performances	IX	6
11	Academian prof. Ljupco Kocarev	Computer networks security	IX	6
12	assist. prof. Sonja Filiposka	IPTV services and technologies	IX	6
13	assist. prof. Sonja Filiposka	Next generation networks	X	6
14	assist. prof. Igor Mishkovski	Advanced computer networking	X	6
15	assist. prof. Igor Mishkovski, assist. prof. Lasko Basnarkov	Sensor networks	X	6
16	Academian prof. Ljupco Kocarev	Cryptography	X	6
17	assoc. prof. Dimitar Trajanov, assist. prof. Sonja Filiposka, assist. prof. Anastas Mishev, assist. prof. Boro Jakimovski	High performance computing - HPC	X	6
18	assoc. prof. Dimitar Trajanov	E-marketing	X	6
19	assoc. prof. Dimitar Trajanov, assist. prof. Igor Mishkovski	Web services and XML	X	6
20	assist. prof. Igor Mishkovski	Network visualization and cloud computing	X	6
		Elective course from University list of available courses

Table 6: Elective courses for the study programme Intelligent information systems

	Professors	Course	Semester	ECTS
1	assoc. prof. Slobodan Kalajdziski	Information systems analysis and design	IX	6
2	assoc. prof. Andrea Kulakov	Advanced topics of AI	IX	6
3	prof. Vladimir Trajkovikj	Embedded systems design	IX	6
4	prof. Vladimir Trajkovikj	Mobile web services	IX	6
5	assist. prof. Sonja Gievska	Intelligent user interfaces	IX	6
6	assist. prof. Lasko Basnarkov	Introduction to financial engineering	IX	6
7	assist. prof. Sonja Gievska	Collective Intelligence	IX	6
8	assist. prof. Igor Trajkovski, assoc. prof. Andrea Kulakov	Advanced NLP	IX	6
9	prof. Vladimir Trajkovikj	Collaborative computer systems	X	6
10	assist. prof. Sonja Gievska	Agent-based systems	X	6
11	assoc. prof. Andrea Kulakov	Sensor-robotic systems	X	6
12	assoc. prof. Slobodan Kalajdziski	Knowledge based information systems	X	6
13	assist. prof. Ivica Dimitrovski, prof. Suzana Loshkovska	Multimedia systems	X	6
14	assoc. prof. Slobodan Kalajdziski	Bioinformatics	X	6
15	Academian prof. Ljupco Kocarev	Mathematical and system biology	X	6
16	assist. prof. Lasko Basnarkov	Computational game theory	X	6
17		Elective course from University list of available courses

Table 7: Elective courses for the study proframme Content-based retrieval

	Professors	Course	Semester	ECTS
1	assoc. prof. Slobodan Kalajdziski	Modeling and representing unstructured data	IX	6
2	assist. prof. Ivica Dimitrovski, assist. prof. Sonja Gievska	Content based indexing and retrieval	IX	6
3	assoc. prof. Andrea Kulakov, assoc. prof. Slobodan Kalajdziski	Unstructured data architectures and ontologies	IX	6
4	assist. prof. Ivica Dimitrovski	Biometric systems	IX	6
5	assist. prof. Igor Trajkovski	Web search engines	IX	6
6	assist. prof. Igor Trajkovski	Data fusion	X	6
7	assist. prof. Igor Trajkovski, prof. Katerina Zdravkova	Machine translation	X	6
8	assist. prof. Sonja Gievska	HCI multimedia search vision	X	6
9	assist. prof. Lasko Basnarkov	Evaluation techniques	X	6
10		Elective course from University list of available courses		6

Table 8: Elective courses for the study programme Bioinformatics

	Professors	Course	Semester	ECTS
1	prof. Sasho Panov	Introduction to molecular biology	IX	6
2	assoc. prof. Slobodan Kalajdziski	Bioinformatics algorithms	IX	6
3	assoc. prof. Slobodan Kalajdziski	Structural bioinformatics	IX	6
4	Academian prof. Ljupco Kocarev	Mathematical biology	IX	6
5	assoc. prof. Slobodan Kalajdziski	Proteomics	IX	6
6	prof. Vladimir Trajkovikj, assoc. prof. Andrea Kulakov	Programming languages and software tools in bioinformatics	IX	6
7	prof. E. Hadzieva	Introduction to mathematical biosciences	IX	6
8	Academian prof. Ljupco Kocarev, prof. Zaneta Popeska	Advanced mathematical and statistical techniques	X	6
9	Academian prof. Ljupco Kocarev, assoc. prof. Andrea Kulakov	Computational and mathematical modeling of neural systems	X	6
10	prof. Sasho Panov	Phylogenetics and comparative genetics	X	6
11	prof. Vladimir Trajkovikj, assoc. prof. Slobodan Kalajdziski	Advanced algorithm design techniques	X	6
12	prof. Katerina Saneva Hadzivelkova	Numerical and wavelet methods	X	6
13	prof. Suzana Loshkovska, assoc. prof. Dejan Gjorgjevikj	Advanced bioinformatical data visualization techniques	X	6
14		Elective course from University list of available courses		6

Table 9: Elective courses for the study programme Software engineering (TEMPUS)

	Professors	Course	ECTS
First group elective courses
1	assist. prof. Nevena Ackovska, assoc. prof. Dejan Gjorgjevikj, assoc. prof. Vladimir Kurbajlija	Architecture, design and patterns	6
2	assist. prof. Anastas Mishev, prof. Katerina Zdravkova, prof. Suzana Loshkovska	Software testing	6
3	prof. Margita Kon Popovska, prof. Mirjana Ivanovikj, assoc. prof. Slobodan Kalajdziski	Information system development process	6
4	prof. Katerina Zdravkova	Privacy, ethics and social responsibilities	6
Second group elective courses
5	prof. Mirjana Ivanovikj, assoc. prof. Ljupco Antovski, prof. Katerina Zdravkova, assist. prof. Ivan Chorbev	Requirement engineering	6
6	prof. Zoran Budimac, prof. Marjan Gushev	Research methods	6
7	assist. prof. Anastas Mishev, assoc. prof. Dejan Gjorgjevikj	System integration	6
8	assist. prof. Ivica Dimitrovski, assist. prof. Milosh Radovanovikj	Software evolution	6
9	assist. prof. Goran Velinov	Component based development	6
10	prof. Dragan Mashulovikj, Academian prof. Ljupco Kocarev, assist. prof. Boro Jakimovski	Formal methods in engineering	6
11	prof. Dragan Mashulovikj, assist. prof. Boro Jakimovski, assist. prof. Anastas Mishev, assoc. prof. Dimitar Trajanov	Software engineering for critical systems	6
12	prof. Marjan Gushev, assoc. prof. Dimitar Trajanov	Business modelling	6
13	prof. Margita Kon Popovska, assist. prof. Goran Velinov	Software engineering for database systems	6
14		Advanced topics in software engineering	6
15		Master thesis	30

Table 10: Elective courses for the study programme Ecoinformatics (TEMPUS)

	Professors	Course	Semester	ECTS
1	prof. Kosta Mitreski	Концепти во Еко-информатиката	IX	6
2	assoc. prof. Andrea Kulakov	Мониторинг и обработка на податоци во инженерството на животната средина	IX	6
3	prof. Kosta Mitreski	Имплементрација на географски информациони системи	IX	6
4	assoc. prof Slobodan Kalajdziski	Анализа на потребите за екосистем информатика	IX	6
5	prof. Kosta Mitreski, Andreja Naumoski PhD	Еколошко моделирање	IX	6
6	assist. prof. Sonja Gievska	Интелигентни кориснички интерфејси	IX	6
7	prof. Verica Bakeva	Парцијални диференцијални равенки	IX	6
8	prof. Kosta Mitreski, Andreja Naumoski PhD	Откривање на знаење од податоци за животната средина	X	6
9	prof. Kosta Mitreski	Продукти и околина	X	6
10	assoc. prof. Andrea Kulakov	Далечинско сондирање	X	6
11	assist. prof. Sonja Gievska, assoc. prof. Slobodan Kalajdziski	Мултимедиски системи	X	6

Table 11: Elective course for the study programme System on chip design (TEMPUS)

	Professors	Course	Semester	ECTS
1	assist. prof. Igor Mishkovski	System on chip design techniques	IX	6
2	prof. Vladimir Trajkovikj	Mobile and embedded systems	IX	6
3	assist. prof. Lasko Basnarkov	Embedded software design in ASIC and FPGA	IX	6
4	assist. prof. Igor Mishkovski	Design using HDL languages	IX	6
5	assoc. prof. Dimitar Trajanov, prof. Vladimir Trajkovikj	Embedded software for Real-time critical applications	IX	6
6	assist. prof. Sonja Filiposka, assit. prof. Ivan Chorbev	Software reliability	IX	6
7	assoc. prof. Dimitar Trajanov	Developing software for mobile and embedded systems	X	6
8	assist. prof. Lasko Basnarkov	VLSI design	X	6
9	prof. Vladimir Trajkovikj, assoc. prof. Andrea Kulakov	Sensor based systems	X	6
10	assist. prof. Igor Mishkovski	Computation in mobile and embedded systems	X	6
11		Elective course from University list of available courses		6

Studies

Elective courses