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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:

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 .

Презентација за	На конференцијата	Од тип
International Workshops on Global Software Development	Workshop on Software Engineering, Education and Reverse Engineering
Evaluation of Databases on Software Projects	Workshop on Software Engineering, Education and Reverse Engineering
On-line Web Course "Web Searching and Authoring"	Конгрес на Сојузот на математичари и информатичари на Македонија
Electronic Testing System	Education of Informaticians and Industrial Mathematicians – New Challenges and Needs
Computer Networks Lab Practicing with the NS simulator	Workshop on Lab Practicing in Computer Science Education
Симетрично мултипроцесирање на Intel платформи	DECUS 1999	стручна
Техники за разрешување на зависностите кај современи процесори	DECUS 2000	стручна
EPIC architectures	DECUS 2001	стручна
Grid computing - from research toward business infrastructure	8th SEEITA – 7th SEE ICT Forum Meeting & 7th MASIT Open Days Conference	стручна
Improvements of the grid infrastructure and services within SEE-GRID	5th EGEE User Forum	стручна
User Level Monitoring Tool	4th EGEE User Forum	стручна
Software Quality and Testing - first experience	9th Workshop on Software Engineering Education and Reverse Engineering	стручна
Software Quality and Testing - first experience	9th Workshop on Software Engineering Education and Reverse Engineering	стручна
Advanced Topics in Java - Java Security	8th Workshop on Software Engineering Education and Reverse Engineering	стручна
Advanced Topics in Java - Java Security	8th Workshop on Software Engineering Education and Reverse Engineering	стручна
Framework for plagiarism detection in Java code	7th Workshop on Software Engineering Education and Reverse Engineering	стручна
Framework for plagiarism detection in Java code	7th Workshop on Software Engineering Education and Reverse Engineering	стручна
A topic on "Algorithmic patterns"	6th Workshop on Software Engineering Education and Reverse Engineering	стручна
A topic on "Algorithmic patterns"	6th Workshop on Software Engineering Education and Reverse Engineering	стручна
A topic on "Algorithmic patterns"	6th Workshop on Software Engineering Education and Reverse Engineering	стручна
Грид и колаборативно пресметување	TEDxSkopje	популарна

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
http://ieee.org	IEEE
http://cs.org.mk	Здружение на информатичарите на Македонија
http://ict-act.org	Асоцијација ИКТ–АКТ

Наслов на книгата	Издавач
Архитектура на компјутери : збирка задачи и тест-прашања : [универзитетски учебник]

Име на трудот	Место	Држава
Computational Electronics on GRID: A Mixed Mode Carrier Transport Model	1st International Conference On Applications Of Mathematics In Technical And Natural Sciences, AIP Conf. Proc. / Volume 1186 / Issue 1, pp. 206-214	Bulgaria
Teaching Java through Different Courses – Multi-Country Experiences	11th International Conference on Computer Systems and Technologies, CompSysTech’10, ACM ICPS VOL. 471, pp. 413-418.	Bulgaria
Correlation between Object-oriented Metrics and Refactoring	2nd International Conference ICT Innovations 2010, Springer, pp 226-235.	Macedonia
Parallel Machine Translation for gLite Based Grid Infrastructures	2nd International Conference ICT Innovations 2010, Springer, pp 133-141.	Macedonia
Grids in the near future: a technical and social review	1st International Conference ICT Innovations 2009, Springer, pp.421-428	Macedonia
Massively Parallel Seismic Data Wavelet Processing Using Advanced Grid Workflows	1st International Conference ICT Innovations 2009, Springer, pp.411-419	Macedonia
ULMon - Grid Monitoring from User Point of View	31st international conference ITI 2009, pp. 621-626.	Croatia
User Level Grid Quality of Service	7th International Conference on "Large-Scale Scientific Computations", Springer LCNS, Volume 5910, Large-Scale Scientific Computing, pp. 507-514	Bulgaria
Performance Analysis of GRID Middleware Using Process Mining	8th International Conference ICCS 2008, Part I Series: Lecture Notes in Computer Science , Vol. 5101, pp.203-214.	Poland
Using formal methods in Software Engineering education	6th International Conference for Informatics and Information Technology	Macedonia

Назив на конференцијата	Име на конференцијата	Град	Држава
Workshop on Software Engineering, Education and Reverse Engineering	Workshop on Software Engineering, Education and Reverse Engineering	Охрид	Македонија
Конгрес на Сојузот на математичари и информатичари на Македонија	Конгрес на Сојузот на математичари и информатичари на Македонија	Охрид	Македонија
Education of Informaticians and Industrial Mathematicians – New Challenges and Needs	Education of Informaticians and Industrial Mathematicians – New Challenges and Needs	Охрид	Македонија
DECUS 2000	DECUS	Охрид	Македонија
DECUS 1999	DECUS	Битола	Македонија
DECUS 2001	DECUS	Охрид	Македонија
ICT Innovations Conference 2009	ICTI 2009	Ohrid	Macedonia
ICT ACT 2010	ICT Innovations 2010	Ohrid	Macedonia
8th SEEITA – 7th SEE ICT Forum Meeting & 7th MASIT Open Days Conference	8th SEEITA – 7th SEE ICT Forum Meeting & 7th MASIT Open Days Conference	Ohrid	Macedonia
5th EGEE User Forum	5th EGEE User Forum	Uppsala	Sweeden
4th EGEE User Forum	4th EGEE User Forum	Catania	Italy
9th Workshop on Software Engineering Education and Reverse Engineering	9th Workshop on Software Engineering Education and Reverse Engineering	Neum	BiH
8th Workshop on Software Engineering Education and Reverse Engineering	8th Workshop on Software Engineering Education and Reverse Engineering	Durres	Albania
7th Workshop on Software Engineering Education and Reverse Engineering	7th Workshop on Software Engineering Education and Reverse Engineering	Risan	Montenegro
6th Workshop on Software Engineering Education and Reverse Engineering	6th Workshop on Software Engineering Education and Reverse Engineering	Ravda	Bulgaria
TEDxSkopje	TEDxSkopje	Skopje	Macedonia

Престој	Држава	Цел
Bis 21++ project	Bulgaria	Ph.D research visit
DAAD Joint project on software engineering	Germany	production of teaching material
DAAD Joint project on software engineering	Germany	production of teaching material
TEMPUS longer visit	Greece	curriculum development
TEMPUS longer visit	Greece	curriculum development
TEMPUS longer visit	UK	production of teaching material

Име на проектот	Финансирано од
Exo application – workflow and document management software development	USAID
Innovation of Computer Science Curriculum in Higher Education	Tempus
High-Performance Computing Infrastructure for South East Europe’s Research Communities	FP7
Integrated Sustainable Pan-European Infrastructure for Researchers in Europe	FP7
GEANT 3	FP7
South East European Research Area for eInfrastructures	FP7
Innovation and Knowledge Management towards eStudent Information System	TEMPUS
Video Conferencing Services for Education	TEMPUS
SEE-GRID eInfrastructure for regional eScience	FP7
GRid e-Infrastructure and Networking with KOsovo	ASO
South East European GRID-enabled eInfrastructure Development	FP7
e-learning for improving access to Information Society for SMEs in the SEE Area	INTERREG III

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

Име на трудот	Место	Држава
E-learning 2.0 and its implementation	INFOtheca - Journal of Informatics and Librarianship, No. 2, Volume 11, pp. 3-19, ISSN 1450-9687	Serbia
Evolution of Professional Ethics Courses from Web Supported Learning towards E-Learning 2.0	Lecture Notes in Computer Science 5794, Springer 2009, pp. 657-663, ISBN 978-3-642-04635-3
Создавање на компјутерски ресурски за македонскиот јазик	Македонски јазик, Институт за македонски јазик „Крсте Мисирков“, pp. 153-174,	Македонија
On-line bibliography of Macedonian Language	Contributions, Sec. Math. Sci, MANU, XXIX, 1-2, pp. 99-124, ISSN 0351-3246	Macedonia
Bibliografia Jezyka Mecedonskiego Online	Zagadnienia informacji naukowej, NR 2 (90), Wydawnictwo SBP, PL ISSN: 0324-8194 , pp.41-53	Poland
Classification of Urinary Calculi Using Feed-Forward Neural Networks	S. Afr. J. Chem., 59, 12–16	South Africa
Information Retrieval using a. Macedonian Test Collection for Question Answering	ICT Innovations 2010 Springer Proceedings	Macedonia
Experience of Integrating Web 2.0 Technologies into Computer Ethics Courses	Proceedings of the Seventh International Conference on Informatics and Information Technology, pp. 76- 80, ISBN 978-9989-668-88-3	Macedonia
Experience with shared teaching materials for software engineering across countries	Proceedings of Informatics Education Europe IV	Germany
Resources for Machine Translation of the Macedonian, Language	ICT Innovations 2009 online	Macedonia
Лексичка исправност на еден електронски корпус од текстови на македонски јазик на интернет	Реферати на македонските слависти за XIV меѓународен славистички конгрес, академија на науките и уметностите, Скопје	Macedonia
Неколку примери за влијанието на медиумите врз јазикот	Зборник на трудови од научниот собир „Културата и јазикот“, Институт за македонски јазик „Крсте Мисирков“, pp. 301-313, ISBN 978-9989-640-95-7	Macedonia
Semi-automatic Learning of Two-Level Phonological Rules for Agentive Noun	Proceedings of Tenth International Conference on Computer Modelling and Simulation, pp. 307-312, ISBN: 978-0-7695-3114-4	England
Extraction of Macedonian Nominal Diminutives	Human Language Technologies as a Challenge for Computer Science and Linguistics	Poland
Morphosyntactic Annotation of Macedonian Language using Support Vector Machines	30Th Jubilee International Convention MIPRO 2007, pp. 172-177, ISBN 978-953-233-030-4	Croatia
Derivation of Macedonian Verbal Adjectives	International Conference RANLP, Incoma, Ltd, IABN 978-954-91743-7-3, pp. 661-665	Bulgaria
Learning rules for morphological analysis and synthesis of Macedonian nouns, adjectives and verbs	Proceedings of 5th Slovenian and 1st international Language Technologies Conference 2006 IS-LTS 2006, pp 140-145	Slovenia
Development of Multilingual Dictionaries in Software Engineering and their Application	2nd Balkan Conference in Informatics BCI2005, pp. 109-116	Macedonia
Learning Rules for Morphological Analysis and Synthesis of Macedonian Nouns	8th Multiconference Information Society 2005: Conference on Data Mining and Data Warehouses (SiKDD 2005), pp. 195-198	Slovenia
Collaborative Development of a Joint Web-Based Software Engineering Course across Countries	Proceedings of the 35th ASEE/IEEE Frontiers in Education, pp. S3H - 7, ISBN: 0-7803-9077-6	USA

Име на проектот	Финансирано од
Означување, анализа и обработка на македонско-словенечките јазични ресурси	МОН Македонија
Joint Ms.. Curriculum in Software Engineering	Tempus
UNESCO IITE sub-regional project “Information and Communication Technologies for the Development of Education and the Construction of a Knowledge Society	Japanese Funds-in-Trust for the Capacity-Building of Human Resources
Software Engineering Education and Reverse Engineering	DAAD
Implementation of Information and Communication Technology in Education: State-of-the-Art, Needs and Perspectives	UNESCO
Information System for Information Technology in Education	UNESCO
e-Learning	МОН
Национална Контакт-Точка за Отворено и Далечинско Образование	Фаре мулти-државна програма за далечинско образование
Multext East 4	Open Source
Software Engineering Education and Research Cooperation	Deutsche Akademische Austausch Dienst (DAAD)
Joint Master Studies in Software Engineering	Central European Initiative University Network
Trust Management systems in Network of Networks	NATO Programme: Security through Science Collaborative Linkage Grant
Joint Ms.. Curriculum in Software Engineering	Темпус CD_JEP_18055-2003
Gathering, Annotation and Analysis of Macedonian/ Slovene Language Resources	Macedonian Ministry of Education and Science, Slovenian Ministry of Higher Education, Science and Technology
Information and Communication Technologies for the Development of Education and the Construction of a Knowledge Society	UNESCO IITE sub-regional project / Japanese Funds-in-Trust for the Capacity-Building of Human Resources
Software Engineering Education and Reverse Engineering	DAAD through Stability Pact for South East Europe
Implementation of Information and Communication Technology in Education: State-of-the-Art, Needs and Perspectives	UNESCO Institute of Information Technology in Education, Moscow
Information System for Information Technology in Education	UNESCO Institute of Information Technology in Education, Moscow

Association Link	Association Name
www.manu.edu.mk	Macedonian Academy of Sciences and Arts
http://ieee.org	IEEE

Title	Place	Country
Vulnerability of complex networks	Communications in Nonlinear Science and Numerical Simulation
Exploring the possibilities to control the molecular switching properties and dynamics: A field-switchable rotor-stator molecular system	THE JOURNAL OF CHEMICAL PHYSICS
Pseudo-Chaotic Lossy Compressors for True Random Number Generation	Pseudo-Chaotic Lossy Compressors for True Random Number Generation
Measuring Vulnerability of Complex Networks by Simulating DDoS Attacks	TELFOR 2010	Serbija
Organizations analysis with complex network theory	ICT Innovations 2010-Springer (Book),	Macedonia
Rich-club and page-club coefficients for directed graphs	Physica A
Application of modal analysis in assessing attack vulnerability of complex networks	Communications in Nonlinear Science and Numerical Simulation
Model for rumor spreading over networks	PHYSICAL REVIEW E
Vulnerability of labeled networks	Physica A: Statistical Mechanics and its Applications
Network science: A new paradigm shift	IEEE Network
Assessing the performance of assembly tools on simulated Roche/454 sequencing data and their sensitivity to GC content	Proceedings of ICT Innovations
Building synchronizable and robust networks	Proceedings of 2010 IEEE International Symposium on Circuits and Systems
An opinion disseminating model for market penetration in social networks	Proceedings of 2010 IEEE International Symposium on Circuits and Systems
Computation methods for gene finding in prokaryotes	Proceedings of ICT Innovations
Innovation Spreading on Graphs	Proceedings of ICT Innovations
Selective Attack in virus propagation processes	Proceedings of ICT Innovations
An agglomerative clustering technique based on a global similarity metric	Proceedings of ICT Innovations
Vulnerability Assessment of Complex Networks based on Optimal Flow Measurements under Intentional Node and Edge Attacks	ICT Innovations 2009-Springer (Book)	Macedonia
Heterogeneous Epidemiologic Influence Spreading Models In Complex Networks	ETAI 2009 Conference	Macedonia
Non-Poisson processes of Email Virus Propagation	Proceeding of ICT Innovations 2009
Random walks on networks: Cumulative distribution of cover time	Phys. Rev. E
Identification of biological neurons using adaptive observers	Cognitive processing
Periodic Dynamics in State Dependent Queuing Networks	Chaos, Solitons, and Fractals
Edon-R: An Infinite Family of Cryptographic Hash Functions	International Journal of Network Security
Influence Spreading in Complex Networks	Telfor2008
Synchronization in Networks of Hindmarsh–Rose Neurons	IEEE Trans. on Circuits and Systems
Discrete Lyapunov Exponent and Resistance to Differential Cryptanalysis	IEEE Trans. on Circuits and Systems
Synchronization in complex network topologies	Chaos, Fractals, and Solitons
Order patterns	Physics Letters A
Discrete Chaos: part I	IEEE Transactions on Circuits and Systems
Chaotic Block Ciphers: from theory to practical algorithms	IEEE Transactions on Circuits and Systems
Nonlinear Dynamics of Iterative Decoding Systems: Analysis and Applications	IEEE Transactions on Information Theory
Traffic dynamics in scale-free networks	ComPlexUs
Distribution of edge load in scale-free trees	Physical Review E
Unbiased Random Sequences from Quasigroup String Transformations	Lecture Notes in Computer Science
Statistical properties of chaos in communication networks	Complex Dynamics in Communication Networks
Security of Public Key Cryptosystems based on Chebyshev Polynomials,	IEEE Transactions on Circuits and Systems
Cryptographically secure substitutions based on the approximation of mixing maps	IEEE Transactions on Circuits and Systems
The permutation entropy rate equals the Kolmogorov-Sinai entropy rate for mixing dynamical systems	Physical Review E
Nonlinear Phenomena in Turbo Decoding Algorithms”, in “Digital Communication Devices based on Nonlinear Dynamics and Chaos	Springer Series: Institute for Nonlinear Science
Finite-space Lyapunov exponents and pseudo-chaos	Phys Rev Letters
Chaos and control of transient chaos in turbo-decoding algorithms	International Journal of Bifurcation and Chaos
Public-key Encryption with Chaos	CHAOS
Design of Flexible-Length S-Random Interleaver for Turbo Codes	IEEE Communications Letters
Bifurcations and Chaos in Turbo Decoding Algorithms	Lecture Notes in Control and Information Sciences
Chaos and Pseudo-Randomness	Lecture Notes in Control and Information Sciences
Unpredictable Pseudo-Random Bits Generated by Chaotic Maps	IEEE Trans. on Circuits and Systems
Differential and Linear Probabilities of a Block Encryption Cipher	IEEE Trans. on Circuits and Systems
Cryptanalysis of SBLH	Lecture Notes in Computer Science
Improving turbo codes by control of transient chaos in turbo-decoding algorithms	Electronics Letters
When are synchronization errors small?	Physical Review - E,
Performance Evaluation of CPPM Modulation in Multi-path Environments	Chaos, Fractals and Solitons
Lyapunov Exponents, Noise-induced Synchronization and Parrondo`s Paradox	Physical Review - E,
Analysis of Some Recently Proposed Chaos-Based Encryption Algorithms	Phys. Letters A
Chaos-Based Cryptography: a Brief Overview	IEEE Trans. on Circuits and Systems
Periodic Trajectories in Piecewise-Linear Maps	IEEE Trans. on Circuits and Systems
Chaos Based Random Number Generators PART II: Practical Realization	IEEE Trans. on Circuits and Systems
Chaos Based Random Number Generators PART I: Analysis	IEEE Trans. on Circuits and Systems
Chaos and Cryptography: Block Encryption Ciphers Based on Chaotic Maps	IEEE Trans. on Circuits and Systems
Digital coding via chaotic systems	IEEE Trans. on Circuits and Systems
Applications of symbolic dynamics in chaos synchronization	IEEE Trans. on Circuits and Systems
Complex behavior in digital filters with overflow nonlinearity: analytical results	IEEE Trans. on Circuits and Systems
Linear conjugacy of vector fields in Lur`e form	IEEE Trans. on Circuits and Systems
On Turing instability in two diffusely coupled systems	IEEE Trans. on Circuits and Systems
On chaos in digital filters: Case b = -1	IEEE Trans. on Circuits and Systems
Vulnerability of networks of interacting Markov chains	Philosophical Transactions A of the Royal Society
Topology Impact on Influence Spreading	International Joint Conferences on Computer, Information, and System Sciences, and Engineering	USA
Game Theoretic Approach for Discovering Vulnerable Links in Complex Networks	Novel Algorithms and Techniques in Telecommunications and Networking, Book chapter, Springer
Using Game Theory to Analyze Distributed Computing Systems	XVI Telekomunikacioni forum TELFOR	Serbija
A Game Theoretic Approach for User Participation in Grid Projects	International Symposium on Nonlinear Theory and its Applications	Hungary

Residence	Country	Purpose
Visit to Politecnico di Torino	Italy	Scientist Visit
Visit to University of Budapest	Hungary	Scientist Visit
Visit to University of Budapest	Hungary	Scientist Visit
June 1999 – February 2000, University of California San Diego, USA	USA	Scientist Visit
August 1998 – June 1999, College of William and Mary, USA	USA	Scientist Visit
February 1997, University of Goettingen, Germany	Germany	Scientist Visit
August 1996, University of California Berkeley, USA	USA	Scientist Visit
July 1995, University of Goettingen, Germany	Germany	Scientist Visit
August 1994, University of Darmshtad, Germany	Germany	Scientist Visit
April 1992 – May 1993, University of California Berkeley, USA	USA	Scientist Visit

Title	Financed by
Анотирани Графови во Системска Биологија	МОН на РМ
Supermodeling by combining imperfect models	Open, EC
Optimization and Performance Enhancement of Complex Networks using Sensors	ONR Global, USA
An Interactive Multi-Model for Consensus on Climate Change	Department of Energy, USA
Collaborative Research: Consensus on Climate Predication by Adaptive Synchronization of Models	NSF, USA
Дијагностицирање на ранливоста, неочекуваните феномени и непостојаноста во комплексните мрежи	МАНУ
Diagnosing vulnerability, emergent phenomena, and volatility in man-made networks	STREP EU
Enhanced chaos-based iterative coding techniques for digital media applications	DiMI
Chaos Synchronization and Analysis of Experimental and Clinical Data	NATO
Synchronization and Analysis of Experimental Data	NFS
CMG Collaborative Research: Data Assimilation by Synchronization of Truth and Model
Networks on Chip (STMicroelectronics and University of California)

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
	Institute of Electrical and Electronics Engineers (IEEE)
	Association for Computing Machinery (ACM)
http://www.ict-act.org	ICT-ACT
http://www.etai.org.mk	Друштво за електроника , телекомуникации, информатика и автоматика - ЕТАИ

Наслов на книгата	Издавач
Комбинирање на класификатори за препознавање на примероци	Машински факултет - Скопје, ISBN 9989-2131-8-6

Име на трудот	Место	Држава
ASGRT-Automated report generation system	M. Gusev and P. Mitrevski (Eds.): Communications in Computer and Information Science, Vol. 83, ICT Innovations 2010	Germany
Ensembles of Binary SVM Decision Trees	ICT Innovations 2010 (Editor M. Gusev), Web proceedings	Macedonia
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification	Advances in Artificial Intelligence, Proceedings of 23rd Australia Joint Conference on Artificial Intelligence	Australia
Hierarchical Classification оf Magnetic Resonance Images	Proceedings of the 11th International Multiconference INFORMATION SOCIETY - IS 2010 Ljubljana	Slovenia
Towards Improving Magnetic Resonance Image Classification	18th Telecommunications forum TELFOR 2010, TELFOR 2010	Serbia
Place-Tags, Discovering and Promoting Places Through Mobile Phones and Collaborative Filtering	Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces	Croatia
Heartbeat Tracking Application for Mobile Devices - Arrhythmia Recognition Module	Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces	Croatia
Classification of Magnetic Resonance Images	Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces	Croatia
Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree	Artificial Intelligence and Soft Computing, 10th International Conference	Poland
Regression Trees from Data Streams with Drift Detection	Joao Gama, Vitor Santos Costa, Alipio Mario Jorge and Pavel B. Brazdil (eds.) Lecture Notes in Computer Science, Vol. 5808/2009, pp. 121-135, Discovery Science, 12th International Conference	Portugal
Multi-Class Classification Using Support Vector Machines In Decision Tree Architecture	Proceedings of EUROCON 2009, pp. 306-313	Russia
Multi-class Classification using Support Vector Machines in Binary Tree Architecture	International Scientific Conference UNITECH`08, Proceedings Volume-I, ISSN 1313-230X, pp. 413-418	Bulgaria
A Multi-Class SVM Classifier Utilizing Binary Decision Tree	Proceedings of the 11th International Multiconference INFORMATION SOCIETY-IS 2008 Ljubljana	Slovenia
Comparison of Automatic Shot Boundary Detection Algorithms Based On Color, Edges and Wavelets	Proceedings of the 11th International Multiconference INFORMATION SOCIETY-IS 2008 Ljubljana	Slovenia
Web-based Medical Image Retrieval System	Proceedings of Information Society – IS 2007	Slovenia
A Data Mining Approach to Performance Refinement of a Heuristic Algorithm	Proceedings of 8th National Conference with International Participation, ETAI 2007	Macedonia
A Survey of Stream Data Mining	Proceedings of 8th National Conference with International Participation, ETAI 2007	Macedonia
Using Data Mining Technique for Coefficient Tuning of an Adaptive Tabu Search	Proceedings of EUROCON 2007	Poland
The Adaptive Tabu Search and Its Application to the Quadratic Assignment Problem	Proceedings of 9th International Multiconference - Information Society 2006	Slovenia
Handwritten Digit Recognition by Combining SVM Classifiers	Proceedings of EUROCON 2005	Serbia
Handwritten Digit Recognition using Classifier Cooperation Schemes	Proceedings of the 2nd Balkan Conference in Informatics, BCI 2005	Macedonia
Methods of Combining SVMs Applied to Handwritten Digit Recognition	Proceedings of 7th National Conference with International Participation ETAI 2005	Macedonia
An Efficient Three-Stage Classifier for Handwritten Digit Recognition	Proceedings of 17th Int. Conference of Pattern Recognition, ICPR2004	UK
Cooperation of Support Vector Machines for Handwritten Digit Recognition Trough Partitioning of the Feature Set	Proceedings of 6th National Conference with International Participation ETAI 2004	Macedonia
AktivX.net: WEB application for software activation	Proceedings of 6th National Conference with International Participation ETAI 2004	Macedonia
Software Protection Using Activation Procedure	Proceedings of 6th National Conference with International Participation ETAI 2004	Macedonia
Decision Fusion and Reliability Control in Handwritten Digit Recognition System	Journal of Computing and Information Technology-CIT
Combining SVM Classifiers for Handwritten Digit Recognition	Proceedings of 16th Int. Conference of Pattern Recognition, ICPR2002	Canada
Handwritten Digit Recognition Using Statistical and Rule Based Decision Fusion	Proceedings of 11th Mediterranean Electrotehnical Conference - MALECON 2002	Egypt
Handwritten Digit Recognition by Combining SVM Using Rule-Based Reasoning	Proceedings of the 23th International Conference on INFORMATION TECHNOLOGY INTERFACES ITI 2001	Croatia
A Simple System for Automatic Exam Scoring Using Optical Mark Reader	Proceedings of Second Balkan IFAC International Symposium APPLIED AUTOMATIC SYSTEMS	Macedonia
Hybrid HMM?ANN System for Speech Recognition of Macedonian Language	Proceedings of 5th National Conference with International Participation ETAI 2000	Macedonia
Korektor M - A Software Package for Spell Checking and Hyphenation of Macedonian Texts	Proceedings of 5th National Conference with International Participation ETAI 2000	Macedonia
System for Digital Processing, Storage and Internet Publishing of Printed Textual Documents	Proceedings of 5th National Conference with International Participation ETAI 2000	Macedonia
Weighted Voting of Multiple ALN Classifiers for OCR	Proceedings of the 20th International Conference on Information Technology Interfaces	Croatia
Word Candidate Generation in Cyrilic OCR Based on ALN Classifiers	Proceedings of 9th Mediterranean Electrotehnical Conference - MALECON 1998	Israel
Speech Synthesizer Based on Time Domain Syllable Concatenation	Proceedings of the Speech and Computer SPECOM97	Romania
Text-to-Speech Conversion for Macedonian as Part of a System for Support of Humans with Damaged Sight	Proceedings of the 18th International Conference on Information Technology Interfaces	Croatia
Character Shape Preclassification in Mixed Script OCR for Macedonian Language	Proceedings of the 18th International Conference on Information Technology Interfaces	Croatia
A System for support of Humans with Damaged Sight: Text-to-Speech Conversion for Macedonian	Simpozijum o racunarskim naukama I informatici, Zbornik radova YU INFO 96	Serbia
Computer System for Support of Humans with Damagef Sight:Subsystem for Optical Character Recognition of Printed Cyrillic Text	Simpozijum o racunarskim naukama I informatici, Zbornik radova YU INFO 95	Serbia
Lindermayer system application on the human kidney arterial system	Proceedings of the 12th International Congress of the Europian Federation for Medical Informatics	Portugal
Computerized Aiding System for Humans with Damaged Sight	1st Balkan IFAC-type Conference on Applied Automatic systems, Preprints of Synopsis papers	Macedonia
CD-ROM BBS for distribution of freeware programs	t-ti tematski ETAI simpozium so megunarodno ucestvo, Preprint na referatski sinopsisi	Macedonia
State with CIM education at Faculty of Electrical Engineering at Skopje	Workshop on CIM Education Proceedings	Austria
Lindenmayer Systems Application on Human Body Organs	VI Simpozijum o informacionim tehnologijama	Bosna & Hercegovina
Graphical Interpreter of Lindenmayer Systems	Zbornik radova xxxvi konferencije o elektronici, telekomunikacija, automatizaciji I nuklearnoj tehnici	Serbia
Properties of Scattering Singularities in Modified Sinai`s Billiard	XI Annual Information Workshop "Dynamic Days"	Germany
A Multi-class SVM classifier utilizing binary decision tree	Informatica - An International Journal of Computing and Informatics	Slovenia
Dual Layer Voting Method for Efficient Multi-Label Classification	Lecture Notes in Computer Science, Vol. 6669/2011, pp. 232-239	Spain
Hierarchical Classification Architectures Applied to Magnetic Resonance Images	Proceedings of the 33rd International Conference on Information Technology Interfaces - ITI 2011, pp. 501-506	Croatia
A No-Reference Ringing Metric Based on Machine Learning Techniques	Proceedings of 10th International Conference, ETAI 2011	Macedonia

Име на проектот	Финансирано од
Wireless Campus for Strengthening of Student Services	TEMPUS UM JEP
Efficient Interactive User Interfaces for Visualization and Real-Time Process Monitoring in Medical Praxis	National Science Foundation of Macedonia
Combining and Optimizing Classifiers for Pattern Recognition	National Science Foundation of Macedonia
Interactive Multimedia Systems for Learning	National Science Foundation of Macedonia
Multimedia Methods for Preservation and Presentation of Special Collections	National Science Foundation of Macedonia
Establishment of an Open Distant Learning Center in Skopje	PHARE-Multi Country Programe
Image Processing and Modeling in Medicine	National Science Foundation of Macedonia and Research Council of Slovenia
Quality of Electrical Energy in the Republic of Macedonia	National Science Foundation of Macedonia
Multimedia Databases and their 3D visualization	National Science Foundation of Macedonia
System for Support of Humans with Damaged Sight	National Science Foundation of Macedonia
Innovation and Knowledge Management towards eStudent Information System	TEMPUS

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
www.manu.edu.mk	Macedonian Academy of Sciences and Arts
http://ieee.org	IEEE

Наслов на книгата	Издавач
Chaos and cryptography: from theory to practical algorithms	Springer
Complex Dynamics in Communication Networks	Springer
Proceeding of Sixth Experimental Chaos Conference	Springer

Име на трудот	Место	Држава
Vulnerability of complex networks	Communications in Nonlinear Science and Numerical Simulation
Exploring the possibilities to control the molecular switching properties and dynamics: A field-switchable rotor-stator molecular system	THE JOURNAL OF CHEMICAL PHYSICS
Pseudo-Chaotic Lossy Compressors for True Random Number Generation	Pseudo-Chaotic Lossy Compressors for True Random Number Generation
Measuring Vulnerability of Complex Networks by Simulating DDoS Attacks	TELFOR 2010	Serbija
Organizations analysis with complex network theory	ICT Innovations 2010-Springer (Book),	Macedonia
Rich-club and page-club coefficients for directed graphs	Physica A
Application of modal analysis in assessing attack vulnerability of complex networks	Communications in Nonlinear Science and Numerical Simulation
Model for rumor spreading over networks	PHYSICAL REVIEW E
Vulnerability of labeled networks	Physica A: Statistical Mechanics and its Applications
Network science: A new paradigm shift	IEEE Network
Assessing the performance of assembly tools on simulated Roche/454 sequencing data and their sensitivity to GC content	Proceedings of ICT Innovations
Building synchronizable and robust networks	Proceedings of 2010 IEEE International Symposium on Circuits and Systems
An opinion disseminating model for market penetration in social networks	Proceedings of 2010 IEEE International Symposium on Circuits and Systems
Computation methods for gene finding in prokaryotes	Proceedings of ICT Innovations
Innovation Spreading on Graphs	Proceedings of ICT Innovations
Selective Attack in virus propagation processes	Proceedings of ICT Innovations
An agglomerative clustering technique based on a global similarity metric	Proceedings of ICT Innovations
Vulnerability Assessment of Complex Networks based on Optimal Flow Measurements under Intentional Node and Edge Attacks	ICT Innovations 2009-Springer (Book)	Macedonia
Heterogeneous Epidemiologic Influence Spreading Models In Complex Networks	ETAI 2009 Conference	Macedonia
Non-Poisson processes of Email Virus Propagation	Proceeding of ICT Innovations 2009
Random walks on networks: Cumulative distribution of cover time	Phys. Rev. E
Identification of biological neurons using adaptive observers	Cognitive processing
Periodic Dynamics in State Dependent Queuing Networks	Chaos, Solitons, and Fractals
Edon-R: An Infinite Family of Cryptographic Hash Functions	International Journal of Network Security
Influence Spreading in Complex Networks	Telfor2008
Synchronization in Networks of Hindmarsh–Rose Neurons	IEEE Trans. on Circuits and Systems
Discrete Lyapunov Exponent and Resistance to Differential Cryptanalysis	IEEE Trans. on Circuits and Systems
Synchronization in complex network topologies	Chaos, Fractals, and Solitons
Order patterns	Physics Letters A
Discrete Chaos: part I	IEEE Transactions on Circuits and Systems
Chaotic Block Ciphers: from theory to practical algorithms	IEEE Transactions on Circuits and Systems
Nonlinear Dynamics of Iterative Decoding Systems: Analysis and Applications	IEEE Transactions on Information Theory
Traffic dynamics in scale-free networks	ComPlexUs
Distribution of edge load in scale-free trees	Physical Review E
Unbiased Random Sequences from Quasigroup String Transformations	Lecture Notes in Computer Science
Statistical properties of chaos in communication networks	Complex Dynamics in Communication Networks
Security of Public Key Cryptosystems based on Chebyshev Polynomials,	IEEE Transactions on Circuits and Systems
Cryptographically secure substitutions based on the approximation of mixing maps	IEEE Transactions on Circuits and Systems
The permutation entropy rate equals the Kolmogorov-Sinai entropy rate for mixing dynamical systems	Physical Review E
Nonlinear Phenomena in Turbo Decoding Algorithms”, in “Digital Communication Devices based on Nonlinear Dynamics and Chaos	Springer Series: Institute for Nonlinear Science
Finite-space Lyapunov exponents and pseudo-chaos	Phys Rev Letters
Chaos and control of transient chaos in turbo-decoding algorithms	International Journal of Bifurcation and Chaos
Public-key Encryption with Chaos	CHAOS
Design of Flexible-Length S-Random Interleaver for Turbo Codes	IEEE Communications Letters
Bifurcations and Chaos in Turbo Decoding Algorithms	Lecture Notes in Control and Information Sciences
Chaos and Pseudo-Randomness	Lecture Notes in Control and Information Sciences
Unpredictable Pseudo-Random Bits Generated by Chaotic Maps	IEEE Trans. on Circuits and Systems
Differential and Linear Probabilities of a Block Encryption Cipher	IEEE Trans. on Circuits and Systems
Cryptanalysis of SBLH	Lecture Notes in Computer Science
Improving turbo codes by control of transient chaos in turbo-decoding algorithms	Electronics Letters
When are synchronization errors small?	Physical Review - E,
Performance Evaluation of CPPM Modulation in Multi-path Environments	Chaos, Fractals and Solitons
Lyapunov Exponents, Noise-induced Synchronization and Parrondo`s Paradox	Physical Review - E,
Analysis of Some Recently Proposed Chaos-Based Encryption Algorithms	Phys. Letters A
Chaos-Based Cryptography: a Brief Overview	IEEE Trans. on Circuits and Systems
Periodic Trajectories in Piecewise-Linear Maps	IEEE Trans. on Circuits and Systems
Chaos Based Random Number Generators PART II: Practical Realization	IEEE Trans. on Circuits and Systems
Chaos Based Random Number Generators PART I: Analysis	IEEE Trans. on Circuits and Systems
Chaos and Cryptography: Block Encryption Ciphers Based on Chaotic Maps	IEEE Trans. on Circuits and Systems
Digital coding via chaotic systems	IEEE Trans. on Circuits and Systems
Applications of symbolic dynamics in chaos synchronization	IEEE Trans. on Circuits and Systems
Complex behavior in digital filters with overflow nonlinearity: analytical results	IEEE Trans. on Circuits and Systems
Linear conjugacy of vector fields in Lur`e form	IEEE Trans. on Circuits and Systems
On Turing instability in two diffusely coupled systems	IEEE Trans. on Circuits and Systems
On chaos in digital filters: Case b = -1	IEEE Trans. on Circuits and Systems
Vulnerability of networks of interacting Markov chains	Philosophical Transactions A of the Royal Society
Topology Impact on Influence Spreading	International Joint Conferences on Computer, Information, and System Sciences, and Engineering	USA
Game Theoretic Approach for Discovering Vulnerable Links in Complex Networks	Novel Algorithms and Techniques in Telecommunications and Networking, Book chapter, Springer
Using Game Theory to Analyze Distributed Computing Systems	XVI Telekomunikacioni forum TELFOR	Serbija
A Game Theoretic Approach for User Participation in Grid Projects	International Symposium on Nonlinear Theory and its Applications	Hungary

Престој	Држава	Цел
Visit to Politecnico di Torino	Italy	Scientist Visit
Visit to University of Budapest	Hungary	Scientist Visit
Visit to University of Budapest	Hungary	Scientist Visit
June 1999 – February 2000, University of California San Diego, USA	USA	Scientist Visit
August 1998 – June 1999, College of William and Mary, USA	USA	Scientist Visit
February 1997, University of Goettingen, Germany	Germany	Scientist Visit
August 1996, University of California Berkeley, USA	USA	Scientist Visit
July 1995, University of Goettingen, Germany	Germany	Scientist Visit
August 1994, University of Darmshtad, Germany	Germany	Scientist Visit
April 1992 – May 1993, University of California Berkeley, USA	USA	Scientist Visit

Име на проектот	Финансирано од
Анотирани Графови во Системска Биологија	МОН на РМ
Supermodeling by combining imperfect models	Open, EC
Optimization and Performance Enhancement of Complex Networks using Sensors	ONR Global, USA
An Interactive Multi-Model for Consensus on Climate Change	Department of Energy, USA
Collaborative Research: Consensus on Climate Predication by Adaptive Synchronization of Models	NSF, USA
Дијагностицирање на ранливоста, неочекуваните феномени и непостојаноста во комплексните мрежи	МАНУ
Diagnosing vulnerability, emergent phenomena, and volatility in man-made networks	STREP EU
Enhanced chaos-based iterative coding techniques for digital media applications	DiMI
Chaos Synchronization and Analysis of Experimental and Clinical Data	NATO
Synchronization and Analysis of Experimental Data	NFS
CMG Collaborative Research: Data Assimilation by Synchronization of Truth and Model
Networks on Chip (STMicroelectronics and University of California)

Табови

Резиме

ana.madevska@finki.ukim.mk

Резиме

Родена е 1967 година во Скопје. Основно и средно образование завршила во Скопје. Во 1991 година дипломирала на Институтот за информатика при ПМФ во Скопје како најдобар дипломиран студент во тековната академска година. На Институтот за информатика почнала и да работи како стручен соработник во 1992 година. Во 1996 година магистрирала на темата „Модификација на повеќеслојни невронски мрежи без повратни врски и нивно изучување“ (магистер по информатички науки), а во 2003-тата ја одбранила докторската дисертација под наслов “Препознавање облици со примена на машините со поддржувачки вектори и повеќеслојните невронски мрежи без повратни врски“ (доктор на информатички науки), на ИИ, ПМФ. Од пролетта 2004 работи како доцент на Институтот за информатика и држи настава по предметите: интелигентни системи, биоинформатика, основи на оперативните системи, основи на програмирање, објектно и визуелно програмирање, методика на информатичката настава, практикум, информациски технологии во образованието. Наставник е и на постдипломските студии по информатика и биологија. Главно подрачје на научен интерес на проф. Мадевска-Богданова е областа на вештачките интелигентни системи - препознавање облици, биоинформатика, податочно рударење, а работи и на формализираното претставување на знаење и на методиката на наставата по информатика. Објавила 40-тина трудови од областите на нејзиниот интерес во книги списанија со импакт фактор, меѓународни списанија и зборници на трудови од меѓународни и домашни конференции. Досега објавила неколку учебни помагала, како и материјали за сите курсеви кои ги одржувала. Била уредник во списанието Бит+, во издание на ИИ. Учествувала во вкупно 7 домашни и 8 меѓународни научноистражувачки проекти. Мадевска-Богданова престојувала на неколку странски универзитети. Ги следела Интернационалната летна школа за когнитивна наука во Софија и ERASMUS програмата за математички методи во технологијата во Антверпен, Белгија. Во рамките на TEMPUS проект имала 3-месечен престој во Лувен, Белгија. Во текот на последните 15 години неколку пати имала стручен престој на Католичкиот универзитет во Лувен, Белгија, и на Мастрихт -универзитетот, Холандија. Била поканет предавач на Универзитетот во Мејн, САД. Во 2003-2005 година била раководител на Компјутерскиот центар на ИИ, а од 2005-2009 година била раководител на Заводот за програмско инженерство и раководела со активностите за промоција на ИИ. Почнувајќи од 2009-та година, таа е Раководител на Институтот за информатика. Член е на Здружението на информатичарите на Македонија и во неколку наврати била претседател на комисии за натпревари. Член е на Европското здружение за невронски мрежи.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Презентации

Презентација за	На конференцијата	Од тип
Data mining -можност за предвидување	DEKUS 2000	Научна
Data mining in Bioinformatics	DECUS 2004	Научно
DNA chips and Microarrays in Bioinformatics	HP Interex конференција 2005	Научно
Support Vector Machines as pattern classificator in Bioinformatics	Conference on Informatics and Information Technology	Научна
SVM classifiers with moderated outputs for automatic classification in Molecular Biology	Conference on Informatics and Information Technology	Научна
Teaching Bioinformatics to Computer Science Students	EUROCON 2005
On Object Oriented modeling - Why and how	DAAD Workshop on Software Engineering, Ivanjica, September 2010	Workshop
Design Patterns in the course ‘OOP in Java’	DAAD Workshop on Software Engineering, Neum, BiH, September 2009	Workshop

Здруженија

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
http://www.ieee.org/	IEEE
http://cs.org.mk	Здружение на информатичарите на Македонија
ict-act.org	ICT ACT

Книги

Наслов на книгата	Издавач
A Different Approach to Information Technology - Teaching the Intelligent Systems Course, in "Technology, Education and Development"	InTech

Трудови

Име на трудот	Место	Држава
Pruning nodes in feedforward Neural Networks	Proceedings of the VIII-th International konference of logics and informatics LIRA '97	Jugoslavija
Application of Neural Networks in Simulation of Hydrological sets	Proceedings of XXI International Conference on Information Technology Interfaces ITI'99	Croatia
Analysis of the MSVMO method - the probabilistic SVM outputs	Proceedings of 26-th International Conference on Information Technology Interfaces	Croatia
NN Probabilistic Outputs in Character Recognition Problem	Proceedings of the II-nd Balkan Conference	Macedonia
Paralelna implementacija na Dirihleova tesalacija	4-ти тематски ЕТАИ	Македонија
Feedback transducer - neperiodiцni nizi dobieni so koneцni avtomati	Proceedings 4-ти тематски ЕТАИ	Македонија
Algotithms for Dirichlet Tessellation	Proceedings of VII conference of logic and informatics LIRA '95	Jugoslavija
Data scaling in Feedforward Neural Networks	Proceedings of XIX International Conference Information Technology Interfaces ITI'97	Croatia
Automatic Classification With Support Vector Machines In Molecular Biology	Proceedings of III International conference of Cognitive and Neural sytems	USA
A geometrical modification of SVM outputs for pattern recognition	Proceedings of XXII International Conference on Information Technology Interfaces ITI'00	Croatia
A new approach of modifying SVM outputs	Proceedings of IEEE-INNS-ENNS International Joint Conference on Neural Networks IJCNN'2000	Italy
Support Vector Machines as pattern classificator in Bioinformatics	Proceedings of Second CIIT'01	Macedonia
SVM classifiers with moderated outputs for automatic classification in Molecular Biology	Proceedings of Third Conference for Information Technology, CIIT’2002	Macedonia
Pattern recognition in DNA sequences using SVM classifiers with probabilistic outputs	Proceedings of Mathematics and Informatics for Industry International Conference – MII 2003	Greece
Classification of DNA sequences using modified SVM outputs	Proceedings of 13-ta International Conference of Artificial Neural Networks, ICANN /IJCNN	Turkey
Recognition of human mitochondrial sequences using SVM	Proceedings of The First Balcan Conference of Informatics, BCI’2003	Greece
Pattern recognition using Support vector machines and Multylayered feedforward Neural Networks	PhD Thesis	Macedonia
Learning system based on digital games	CIIT	Macedonia
Overview of modern file systems	CIIT	Macedonia
SA Tabu Miner - A Hybrid Heuristic Algorithm For Rule Induction	URPDM	Portugal
System for Management,Visualization and Maintenance of Infrastructural Resources	TELFOR-2010	Serbia
An application for geospatial visualization of optical networks	ICEST	Macedonia
An Application for Maintaining Optical Networks	ICT-Innovation	Macedonia
Intelligent Systems – the Course	Proceedings of Computational Intelligence and Information Technologies CIIT’08	Macedonia
Morphosyntacic Annotation of Macedonian Language using Support Vector Machines	Proceedings of 30th MIPRO	Croatia
DNA chips in bioinformatics	Proceedings of Computational Intelligence and Information Technologies CIIT’07	Macedonia
Expert System for Taxonomy in Entomology	proceedings 10th World Multiconference on Systemic, Cybernetics and Informatics (WMSCI 2006)	USA
Teaching Bioinformatics to Computer Science Students	Proceedings of IEEE EUROCON 2005	Serbia and Montenegro
MULTICATEGORY SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF HUMAN URINARY CALCULI	Proceegings of 14th International Symposium Spectroscopy in Theory and Practice	Slovenia
NN Probabilistic Outputs in character recognition problem	Proceedings of The Second Balcan Conference of Informatics, BCI’2003	Macedonia
Analysis of the MSVMO method - the probabilistic SVM outputs	Proceedings of International Conference on Information Technology Interfaces	Croatia
Probabilistic SVM outputs for pattern recognition using Analytical Geometry	NEUROCOMPUTING, An International Journal, Elsevier
Bioinformatics – the Machine Learning approach	Proceedings of Fourth Conference for Information Technology, CIIT’2003	Macedonia
Recognition of human mitochondrial sequences using SVM	Proceedings of The First Balcan Conference of Informatics, BCI’2003	Greece
Classification of DNA sequences using modified SVM outputs	of 13-th International Conference of Artificial Neural Networks, ICANN /IJCNN	Turkey
Pattern recognition in DNA sequences using SVM classifiers with probabilistic outputs	Proceedings of Mathematics and Informatics for Industry International Conference – MII	Greece
SVM classifiers with moderated outputs for automatic classification in Molecular Biology	Proceedings of Third Conference for Information Technology, CIIT’2002	Macedonia
Automatic classification in Molecular Biology using SVM classifiers	Proceedings of NATO Advanced Study Institute on Learning Theory and Practice	Belgium
Support Vector Machines as pattern classificator in Bioinformatics	Proceedings of Second Conference for Information Technology, CIIT’2001	Macedonia
A new approach of modifying SVM outputs	Proceedings of IEEE-INNS-ENNS International Joint Conference on Neural Networks	Italy
A geometrical modification of SVM outputs for pattern recognition	Proceedings of Conference on Information Technology Interfaces, ITI 2000	Croatia
Automatic Classification With Support Vector Machines In Molecular Biology	Proceedings of the Third annual conference on Cognitive and Neural Systems	USA
Application of Neural Networks in Simulation of Hydrological sets	Proceedings of the XXI International Conference on Information Technology Interfaces	Croatia
Data scaling in Feedforward Neural Networks	Proceedings of the XIX-th International Conference in Information Technology Interfaces	Croatia
Pruning nodes in Feedforward Neural Networks	Proceedings of the VII-th International Conference in Logic and Computing, LIRA 97	Yugoslavia
Sequentional and parallel algorithms for Dirichlet Tessalation	Proceedings of VIII-th Conference in Logic and Computing, LIRA 95	Yugoslavia
Parallel implementation of Dirichlet Tessalation	Proceedings of Balkan Conference, ETAI	Macedonia
Feedback transducer - nonperiodical arrays with finite automata	Proceedings of Balkan Conference, ETAI	Macedonia

Конференции

Назив на конференцијата	Име на конференцијата	Град	Држава
DEKUS 2000	DEKUS	Охрид	Македонија
DECUS 2004	DECUS	Охрид	Македонија
HP Interex конференција 2005	HP Interex конференција 2005	Охрид	Македонија
Conference on Informatics and Information Technology	CIIT	Битола	Македонија
EUROCON 2005	Computer as a Tool	Belgrade	Serbia and Montenegro
	18. telekomunikacioni forum, TELFOR 2010	Belgrade	Serbia
7th Conference for Informatics and Information Technology	CIIT 2010	Bitola	Macedonia
New Support Vector Machines-based approach over DNA chip data	INNOVATIONS 2008	Al Iin	UAE
Intelligent Systems for Computer Science Students	INTED 2008	Valencia	Spain
Intelligent Systems – the Course	Computational Intelligence and Information Technologies CIIT’08	Bitola	Macedonia
Morphosyntacic Annotation of Macedonian Language using Support Vector Machines	30th MIPRO	Opatija	Croatia
DNA chips in bioinformatics	Computational Intelligence and Information Technologies CIIT’07	Bitola	Macedonia
Expert System for Taxonomy in Entomology	10th World Multiconference on Systemic, Cybernetics and Informatics (WMSCI 2006)	Orlando	USA
MULTICATEGORY SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF HUMAN URINARY CALCULI	14th International Symposium Spectroscopy in Theory and Practice	Nova Gorica	Slovenia
NN Probabilistic Outputs in character recognition problem	The Second Balcan Conference of Informatics, BCI’2003	Ohrid	Macedonia
Analysis of the MSVMO method - the probabilistic SVM outputs	International Conference on Information Technology Interfaces	Cavtat	Croatia
Bioinformatics – the Machine Learning approach	Fourth Conference for Information Technology, CIIT’2003	Bitola	Macedonia
Recognition of human mitochondrial sequences using SVM	The First Balcan Conference of Informatics, BCI’2003	Thessaloniki	Greece
Classification of DNA sequences using modified SVM outputs	13-th International Conference of Artificial Neural Networks, ICANN /IJCNN	Istanbul	Turkey
Pattern recognition in DNA sequences using SVM classifiers with probabilistic outputs	Mathematics and Informatics for Industry International Conference – MII	Thessaloniki	Greece
SVM classifiers with moderated outputs for automatic classification in Molecular Biology	Third Conference for Information Technology, CIIT’2002	Bitola	Macedonia
Automatic classification in Molecular Biology using SVM classifiers	NATO Advanced Study Institute on Learning Theory and Practice	Leuven	Belgium
Support Vector Machines as pattern classificator in Bioinformatics	Second Conference for Information Technology, CIIT’2001	Bitola	Macedonia
A new approach of modifying SVM outputs	IEEE-INNS-ENNS International Joint Conference on Neural Networks	Lake Como	Italy
A geometrical modification of SVM outputs for pattern recognition	Conference on Information Technology Interfaces, ITI 2000	Pula	Croatia
Automatic Classification With Support Vector Machines In Molecular Biology	Third annual conference on Cognitive and Neural Systems	Boston	USA
Application of Neural Networks in Simulation of Hydrological sets	the XXI International Conference on Information Technology Interfaces	Pula	Croatia
Data scaling in Feedforward Neural Networks	the XIX-th International Conference in Information Technology Interfaces	Pula	Croatia
Pruning nodes in Feedforward Neural Networks	the VII-th International Conference in Logic and Computing, LIRA 97	Novi Sad	Yugoslavia
Sequentional and parallel algorithms for Dirichlet Tessalation	VIII-th Conference in Logic and Computing, LIRA 95	Novi Sad	Yugoslavia
Parallel implementation of Dirichlet Tessalation	Balkan Conference, ETAI	Ohrid	Macedonia
Feedback transducer - nonperiodical arrays with finite automata	Balkan Conference, ETAI	Ohrid	Macedonia

Усовршувања

Престој	Држава	Цел
Bioinformatics group in SISTA, Electrical Engineering Department, Catholic University	Belgium	On invitation of prof. Yves Moreau, collaboration with Bioinformatics group
NATO - ASI 'Learning theory and practice'	Belguim	Participation in NATO learning module, poster presentation
Human Genetics Department, Universiry of Maastricht	Netherlands	Presentation, 'SVM in Bioinformatics'
Visiting the University of Maine	Maine, USA	Presentation, 'SVM in Bioinformatics'
Data mining and Bioinformatics group in SISTA, Electrical Engineering Department, Catholic University	Belgium	Lecture “Support vector machines for pattern recognition”
ESAT - SISTA, Catholic University	Belgium	Developing course modules in Artificial Intelligence
ERASMUS school in Mathematical Mathods in technology	Belgium	ERASMUS programm
International Summer School in Cognitive Science	Bulgaria	Summer School
International Summer School in Cognitive Science	Greece	Developing cooperation
Visit to Humbolt University	Germany	JCSE course development
TEMPUS, CARDS CD JEP 18046-2003 Management and (e)Business Education in Computer Studies	England	Tempus project
TEMPUS, CARDS CD JEP 18046-2003 Management and (e)Business Education in Computer Studies	Greece	Tempus project
Visit to Catholic University	Belgium	Scientist visit
Visit to Catholic University	Belgium	Scientist visit
Tempus CD_JEP-16160-2001	Greece	Developing a course
Visit to Human Genetics Department	Holland	Scientist visit
Visit to Catholic University	Belgium	Scientist visit
University of Maine	Maine, USA	Invited lecture
Visit to Catholic University	Belgium	Tempus mobility grant
Summer School for Cognitive Science	Bulgaria	Attending Courses

Проекти

Име на проектот	Финансирано од
DAAD - center of excelence for applications of mathematics; Probabilistic models in mathematical biology and bioinformatics	DAAD
Pattern recognition models using neural networks	Министерство за Наука
System for visualization of network resources	Faculty of electrical engineering and information technology
E-Health applications using folksonomy and Internet social networks	Faculty of electrical engineering and information technology
Software Engineering: Computer Science Education and Research Cooperation	DAAD, Germany
Проект за модернизација на образованието	МОН/Светска банка
TEMPUS, CARDS CD JEP 18046-2003 Management and (e)Business Education in Computer Studies	TEMPUS
Centre of Excellence for Applications of Mathematics, Mathematical models in Bioinformatics	DAAD, Germany
IST EU SEE Project 5th Framework, A Balkan and Eastern European Network of Excellence for the diffusion of Mathematics for Industry	FP6
National Contact-Point of Macedonia for Open and Distance Education	PHARE
Analiza i izrabotka na algoritmi za predviduvawe na vremenski serii	МОН
Математички модели za препознавање облици	МОН
individual mobility grant for developing course modules	TEMPUS
Programski modeli za paralelno procesirawe	МОН
Паралелни архитектури и алгоритми	МОН
Biocybernetical models of computer aided artefacts for dissabled people, hearing an vision	МОН
Computer applications of mathematical disciplines	МОН
Mathematical methods and computer support for the spatial system for Republic of Macedonia	МОН

Languages

Резултати од пребарување

IT Management (4+1)

IT Management (4 + 1)

2.1 Electives

Internet Technologies (3+1+1)

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д-р Анастас Мишев

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д-р Катерина Здравкова

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Lupcho Kocarev Academician Ph.D.

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д-р Дејан Ѓорѓевиќ

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Академик д-р Љупчо Коцарев

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д-р Ана Мадевска Богданова

ЛОКАЦИЈА

Форма за пребарување

Languages

Резултати од пребарување

IT Management (4 + 1)

2.1 Electives

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