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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

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 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

[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).

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

ljupcho.kocarev@finki.ukim.mk

Summary

Роден е 1955 година во Скопје. Дипломирал на Електротехничкиот факултет во Скопје во 1980 година, а магистрирал на Електротехничкиот факултет во Белград во 1988 година. Докторирал на универзитетот “Св. Кирил и Методиј” во Скопје во 1989 година. На Електротехничкиот факултет во Скопје бил вработен во период од 1986 година до 1998 година во звањата: асистент (1986), доцент (1990) и вонреден професор (1995). На Институтот за компјутерска техника и информатика при Електротехничкиот факултет (кој во меѓувреме го промени називот во Факултет за електротехника и информациски технологии) е повторно вработен од 2007 година во звањето редовен професор. Во периодот 01.01.1992 – 01.06.1993 престојувал на Универзитетот на Калифорнија, Беркли. Од 1998 година е вработен на Универзитетот на Калифонија Сан Диего, прво во звањето вонреден истражувач, а од 2000 година во научното звање истражувач (еквивалентно на редовен професор). Редовен член на МАНУ е од 2007 година. Автор е на повеќе од 100 научни статии публикувани во повеќе од 20 различни списанија, од кои 22 статии се публикувани во IEEE списанија. Неговите трудови, според Science Citation Index, до 2009 година се цитирани повеќе од 4000 пати. Бил едитор на 3 книги, едитор во списанието IEEE Transactions on Circuits and Systems (во периодите 2002 – 2004 и 2006 – 2008), а од 2007 година е едитор во списанието Journal of the Franklin Institute. Автор е на 6 патенти одобрени во EU и USA. Бил раководител на повеќе проекти, а во 2009 година е раководител (ко-раководител) на 4 проекти финансирани од Р Македонија (фондот на МАНУ), Европска унија (FP6), САД (National Science Foundation) и Кина (Honk Kong Research Grant Council). Избран е за fellow на IEEE во 2006 година. Области на научен интерес му се: нелинеарни електрични кола и системи, динамички системи, компјутерски мрежи, комплексни мрежи, кодирање, криптографија, биоинформатика и пресметувачка биологија.

Associations

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

Publications

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

Specializations

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

Projects

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)

Lupcho Kocarev Academician Ph.D.

Табови

Summary

dejan.gjorgjevikj@finki.ukim.mk

Summary

Роден е 1967 година во Скопје. Дипломирал, магистрирал и докторирал на Електротехничкиот факултет во Скопје во 1992, 1997 и 2004 година, соодветно. На Институтот за компјутерска техника и информатика при Електротехничкиот факултет во Скопје е вработен во 1992 година како помлад асистент. Во 2004 и 2009 година е избран во звањата доцент и вонреден професор, соодветно, а во 2014 во редовен професор. Одговорен е за 6 предмети на додипломски и четири предмети на магистерски студии. Автор е на преку 70 научни и стручни трудови објавени на домашни и меѓународни конференции и списанија. Учествувал во десетина апликативно истражувачки мултилатерални и билатерални проекти со повеќе универзитети од Европската унија. Член е на IEEE од 1991 и на ACM од 1997 година. Полињата на неговиот научно-истражувачки интерес вклучуваат: препознавање на облици, софтверско инженерство, машинско учење и напредни веб технологии.

Повеќе информации можете да најдете на следниов линк.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Associations

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

Books

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

Publications

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

Projects

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

д-р Дејан Ѓорѓевиќ

Табови

Summary

marija.mihova@finki.ukim.mk

Summary

Born in 1976 in Shtip. She graduated in 1999 and her Master of Mathematics sciencies obtained at the Faculty of Natural Science and Mathematics, Ss. Cyril and Methodius University in Skopje in 2004. The PhD. title of Mathematics sciencies obtained at the Faculty of Natural Science and Mathematics, Ss. Cyril and Methodius University in 2008. During the education she holds many awards at international, national and regional competitions in mathematics and physics. She started working at the Institute of Informatics in the Faculty of Natural Science and Mathematics in Skopje in 2000, few months as a demonstrator, and in 2001 she is elected as a junior assistant. She became an assistant in 2004, and in 2008, she became an assistant professor. Her teaching commitments in the first cycle included lectures in Discrete structures 1, Discrete structures 2, Mathematics 1, Formal languages and automata, Compilers, Algorithms, Multimedia, Multimedia technologies, Algorithms and complexity, Discrete mathematics 1 and in the second cycle lectures in advanced Algorithms and Dynamic programming and optimal control. She has experience in laboratory and theoryof exercise of more then 15 different courses mostly connected with mathematics, especially statistics. Her research interest is in the field of applied mathematics, more specifically, applied probability and statistics, where my focus take place in the area of mathematical models in reliability, especially reliability of multi-state systems. She has published around 30 scientific papers, and she has more then 30 presentations on scientific conferences and workshops. She takes participations on 3 scientific projects and 3 projects for educationalimprovement. As an active member of the Informatics society, from 2001, she participated in the organization of several regional, national and international competitions of informatics for high school students. Also she was a leader on the Macedonian representation on two Balkan Olympiads of informatics. Currently she is a member in the board CSI. Marija was a member on the organizing committee of the first SEEDI Conference DIGITAL (re-)DISCOVERY of CULTURE (PHYSICALITY OF SOUL) - Playing. Digital. She is a member of the programmingcommittee of two scientific conferences and editor of one conference proceeding.

Marija Mihova Ph.D.

Табови

Summary

panche.ribarski@finki.ukim.mk

Summary

Born in Stip on 10th August 1984. He finished primary school in Radovis till 4th grade, and in Skopje till 8th grade. Finished high school in "Nikola Karev" Skopje. In 2003 he enrolled on studies in informatics at "Faculty of natural sciences and mathematics" in Skopje and finished them in 2008. The last two years of study he was accepted as laboratory teaching assistant at "Institute of Informatics" at "Faculty of natural sciences and mathematics". In 2008 he was employed as teaching assistant at "Faculty of information technologies MIT" in Skopje. In 2009 he was employed as teaching assistant at "Institute of Informatics" at "Faculty of natural sciences and mathematics" in Skopje. At the institute he participates in teaching the following courses: Data structures, Network operating systems, Security and cryptography, Wireless and mobile technologies, Software project management, Software design and architecture, Operating systems and Software requirements. Research fields of Pance Ribarski are application of security and cryptography in software engineering, with special interest in electronic voting. He also has interest in mobile technologies and ubiquitous technologies in everyday life. Pance Ribarski is author and co-author of several papers in the field of cryptography, e-security and electronic voting systems. After graduation he enrolled post-graduate studies in TEMPUS Software Engineering programme. He finished the post-graduate courses and is working on his master thesis in the field of cryptography and electronic voting. He is member of Computer society of Macedonia and is secretary of Association for Information and Communication Technologies ICT-ACT.

Panche Ribarski Ph.D.

Историјат

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History

The Faculty of Computer Science and Engineering (FCSE) is the result of the unification of the two largest institutions in the area of informatics and computer technologies in Macedonia – the Institute of Informatics (II) at Faculty of Natural Sciences and Mathematics and the Institute of Computer Technics and Informatics at Faculty of Electrical Engineering and Information Technologies (ICTI).

In the given form, the two institutes are working since the eighties of the last century. II started to work in the distant 1985 year as equitable integral hole of the reunited FNSM under the name Institute of informatics. ICTI originates from the Cathedrae of Technical Cybernetics. In was promoted to the level of a Department in 1982 and then grew into an Institute.

As a result of the extraordinary efforts of their members, and in trend with global growth of the informatics field, this period of nearly 30 yearsfollowed with a continuous growth of the scientific and technical capability of these two institutes. The costantly increasing student interest in thisarea and the development of the two institutes, have led them to becoming the most prominent at ther respective faculties and to serve nearly 50% of the students.

Throughout the period of development, there were many joint projects and research activities, on both personal as well as on institutional basis.Both institutes were in a constant race for improving the quality of the studies, scientific research and applications. This race resulted the end, in one final unifying factor - significant development and growth of informatics in Macedonia and the formation of an extremely strong community ofteachers focused on informatics. Since 2011 they formally begun to walk the path together as the strongest and most advanced scientific researchand educational institution in Macedonia in the field of informatics – the Faculty of Computer Science and Engineering (FCSE).

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ljupcho.kocarev@finki.ukim.mk

Summary

Associations

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

Books

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

Publications

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

Specializations

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

Projects

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)

Академик д-р Љупчо Коцарев

11/11/2022

Универзитетот „Св. Кирил и Методиј“ во Скопје има континуирана заложба да ја поддржува научноистражувачката работа. Секоја година на Светскиот ден на науката за мир и развој, 10-ти Ноември, се доделува Награда за избор на најдобри научници/уметник на Универзитетот „Св. Кирил и Методиј“ во Скопје, за покажани врвни резултати во научноистражувачката дејност во текот на календарската година.

Оваа година, тројца професори на ФИНКИ се стекнаа со престижни награди во рамките на оваа манифестација.

Во научното подрачје на техничко-технолошки науки, за најдобар научник со врвни резултати за 2021 година е избран д-р Петре Ламески, вонреден професор на ФИНКИ. Истиот професор минатата година беше добитник на наградата за успешни млади за 2020 година во категоријата најдобар млад научник во природно-математички и технички науки, која ја доделува претседателот на државата, Стево Пендаровски.

Професорот д-р Марјан Гушев, редовен професор на ФИНКИ доби признание за посебен придонес во науката за исклучително достигнување во кариерата и објавени повеќе од 100 научни трудови афилирани на Универзитетот, индексирани во базата Web of Science (158 заклучно со 2021) како и за најголем број научни публикации на Web of Science во изминатата деценија 2011 – 2020.

Академик проф. д-р Љупчо Коцарев, редовен професор (во пензија) на ФИНКИ, исто така доби награда за исклучително достигнување во кариерата и објавени повеќе од 100 научни трудови афилирани на Универзитетот, индексирани во базата Web of Science (106 заклучно со 2021) како и за исклучително достигнување во кариерата и меѓународно признаена извонредност преку застапеност во листата на Stanford Универзитетот за 2% најцитирани научници на планетата за целата кариера, заклучно со 2021.

Добиените награди се потврда на посветеноста на наставниот кадар на ФИНКИ за континуиран развој на науката. Наградите се мотивација за понатамошен развој на науката и за уште поголеми достигнувања во иднина. Големата активност во науката и посветеноста на научниот развој, му овозможува на ФИНКИ континуирано да ги модернизира своите студиски програми и им овозможува на своите студенти запознавање со најновите научни достигнувања во науката и техниката. Со тоа, студентите кои студираат на ФИНКИ се здобиваат со огромна предност во своите знаења и компетенции и се едни од најбараните инженери по информатички науки и компјутерско инженерство на пазарот на трудот во регионот.

Master's Studies for International Students

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Master's Studies for International Students

Important Dates for Enrollment

Date	Time	Activity
October 1-11, 2024	09:00-12:00	First enrollment session for master’s studies
February 3-14, 2025	09:00-12:00	Second enrollment session for master’s studies

Quota for International Students

The distribution of available places by study programs can be viewed in the Quotas section.

Required Documents

Application Form (Form A1): Download here
Original diploma for completed higher education (certified with an apostille stamp, or a stamp from the relevant Ministry of Foreign Affairs for countries that are not members of the Hague Convention)
Original diploma for completed secondary education (certified with an apostille stamp, or a stamp from the relevant Ministry of Foreign Affairs for countries that are not members of the Hague Convention)
Original birth certificate
Original citizenship certificate
Annual health insurance from your own state
Three photos (two with dimensions 3.5x4.5 and one with dimensions 2x3)
Nostrification decision from the Ministry of Education and Science of the Republic of North Macedonia for completed higher education
Internationally recognized English language certificate or certificate from "Blaze Koneski" Faculty of Philology, UKIM (can be delivered later)

Enrollment Procedure

Application Submission:
- Submit originals of the required documents to the Faculty of Computer Science and Engineering (FCSE).
- The submission of documents should be done at the counter in the Student Service - FCSE on the specified dates from 09:00 to 12:00.
- Enrollment must first be done electronically on the new student enrollment system at UKIM.
Registration:
- Nostrification of previously finished education (document issued by the Ministry of Education and Science of the Republic of North Macedonia)
- Index, student identification, and application forms provided by the faculty
- Receipt of tuition payment for the semester
- Receipt for the payment of 750 MKD for IKSA (informative, informational, cultural, and sports activities) of the Ss. Cyril and Methodius University in Skopje

Additional Information

International Students Guide: Download here
Request to Ministry of Education and Science of the Republic of North Macedonia: Download here

Nostrification Procedure

Required Documents:

Original diploma for completed secondary education (certified with an apostille stamp, or a stamp from the relevant Ministry of Foreign Affairs for countries that are not members of the Hague Convention)
Two photocopies of the original diploma (one copy notarized)
Two copies of the diploma translated by an authorized court translator in the Republic of North Macedonia (one copy notarized)
Original certificates for each completed year in secondary education
Two photocopies of each original certificate (one notarized)
Two copies of each certificate translated by an authorized court translator in the Republic of North Macedonia (one notarized)
Original birth certificate and two photocopies
Original citizenship certificate and two photocopies
Original birth certificate and two photocopies (for persons not born in the Republic of North Macedonia)
- Two copies of the birth certificate translated by an authorized court translator in the Republic of North Macedonia (one notarized)
Original citizenship certificate and two photocopies (for persons not born in the Republic of North Macedonia)
- Two copies of the citizenship certificate translated by an authorized court translator in the Republic of North Macedonia (one notarized)

See more at:

Contact

If you have any additional questions, please contact the coordinator of the corresponding study program via e-mail.

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ivica.dimitrovski@finki.ukim.mk

Summary

Роден е 1981 година во Кратово. Дипломирал на Електротехничкиот факултет во Скопје во 2005 година. Магистрирал на Факултетот за електротехника и информациски технологии во Скопје во 2008 година. На Институтот за компјутерска техника и информатика при Електротехничкиот факултет во Скопје почнал да работи од 2005 година прво како демонстратор, во 2007 година e избран во звањето помлад асистент, a во 2009 во асистент. Неговите наставни обврски опфаќаат изведување вежби по предмети од областа на структурирано програмирање, објектно ориентирано програмирање, интернет програмирање, кориснички интерфејси, визуелизација и виртуелна реалност. Во рамките на досегашната научно-истражувачка работа учествувал во изработката на повеќе публикувани научно-истражувачки трудови и три поглавја во книги. Полињата на научно-истражувачки интерес вклучуваат обработка на слики и видео, извлекување на визуелни карактеристики за сликите, содржинско базирано пребарување на мултимедијални податоци, машинско учење.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Publications

Име на трудот	Место	Држава
Hierarchical Annotation of Medical Images	Pattern Recognition (journal)	/
Content-based medical image retrieval system	PHYSIOACTA vol.4 no.1 (journal)	/
Feature Evaluation and Classification for Content-Based Medical Image Retrieval System	Ubiquitous Health and Medical Informatics: The Ubiquity 2.0 Trend and Beyond (book)	/
Detection of Visual Concepts and Annotation of Images using Ensembles of Trees for Hierarchical Multi-label Classification	Recognizing Patterns in Signals, Speech, Images and Videos ICPR 2010 Contests, LNCS, Volume 6388 (2010), pp. 152-161	Turkey
Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees	CLEF 2010 LABs and Workshops, Notebook Papers	Italy
PCTs for Hierarchical Multi-Label Classification	Multilingual Information Access Evaluation II. Multimedia Experiments - 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, LNCS, Volume 6242/2010, pp. 231-238	Greece
Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation	Innovations in Computing Sciences and Software Engineering, Proceedings of the 2009 International Conference on Systems, Computing Sciences and Software Engineering (SCSS), Springer 2010, pp. 319-324	USA
Implementation of Web-based Medical Image Retrieval System in Oracle	2nd IEEE International Conference on Adaptive Science & Technology, pp. 192 - 197	Ghana
Content-based Retrieval System for X-ray images	2nd International Congress on Image and Signal Processing, pp. 1-5	China
Content Based Image Retrieval In Medical Applications: An Improvement Of The Two-Level Architecture	IEEE Region 8 Eurocon 2009 Conference, pp. 118-121	Russia
Comparison of automatic shot boundary detection algorithms based on color, edges and wavelets	Proceedings of the 11th International Multiconference, Information Society - IS 2008	Slovenia
Hierarchical annotation of medical images	Proceedings of the 11th International Multiconference, Information Society - IS 2008	Slovenia
Grid Enabled Computer Vision System for Measuring Traffic Parameters, Advances and Innovations in Systems	Computing Sciences and Software Engineering (book)	/
Video Content-Based Retrieval System	IEEE Region 8 Eurocon 2007 Conference, pp. 978-983	Poland
Web-based Medical Imaging Retrieval System	Proceedings of the 10th International Multiconference, Information Society - IS 2007	Slovenia
Improved Shot Boundary Detection Algorithm	Proceedings of the 9th International Multiconference, Information Society - IS 2006	Slovenia

Conferences

Назив на конференцијата	Име на конференцијата	Град	Држава
Conference on Multilingual and Multimodal Information Access Evaluation	CLEF 2010	Padua	Italy
INFORMATION SOCIETY 2011	IS 2008	Ljubljana	Slovenia

Specializations

Престој	Држава	Цел
DEPARTMENT OF KNOWLEDGE TECHNOLOGIES Jozef Stefan Institute	Slovenia	research

д-р Ивица Димитровски

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Smart connected systems (3+1+1)

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Lupcho Kocarev Academician Ph.D.

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д-р Дејан Ѓорѓевиќ

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Marija Mihova Ph.D.

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Panche Ribarski Ph.D.

Историјат

History

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Академик д-р Љупчо Коцарев

Master's Studies for International Students

Master's Studies for International Students

Important Dates for Enrollment

Quota for International Students

Required Documents

Enrollment Procedure

Additional Information

Nostrification Procedure

Contact

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д-р Ивица Димитровски

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Important Dates for Enrollment

Quota for International Students

Required Documents

Enrollment Procedure

Additional Information

Nostrification Procedure

Contact

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