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Software Engineering (3+1+1)

1. General Information

The second cycle studies in software engineering aim to provide quality and top European education and training of software engineers who will be able to bear the technical and economic responsibility of designing, developing, using and maintaining complex software systems. Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, designing, developing and running software projects, including their 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 Software Engineering Studies
Scientific-research area: technical-technological (2)
Field: Computer Science and Informatics (212)
Area: Software Engineering
The value of postgraduate studies is 60 ECTS or 120 ECTS credits .
Duration of studies: 2 or 4 semesters .
One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
Second semester: 1 compulsory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
1 ECTS credit corresponds to 30 hours of total work engagement
The number of contact hours is 4
The academic title or degree obtained after graduation is

- Master in Information Science and Computer Engineering in the field of Software Engineering

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 From Table 2	VII	6
2	Mandatory subject 2 From Table 2	VII	6
3	Mandatory subject 3 From Table 2	VIII	6
4	Mandatory subject 4 From 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 the postgraduate studies in software engineering. 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	Code / Subject	Semester	ECTS	Prerequisite²
1	CSEW522 Advanced Web Design	VII	6	no
2	CSEW519 Mobile platforms and programming	VII	6	Object-Oriented Programming
3	CSEW702 Web based systems	VII	6	Network Programming
4	CSEW514 Implementation of Free and Open Source Systems	VII	6	no
5	CSEW313 Advanced Programming	VII	6	Object-Oriented Programming
6	CSEW704 Integrated Systems Design	VIII	6	Databases
7	CSES602 Security of computer systems	VIII	6	Operating Systems
8	CSES616 Mobile Applications	VIII	6	Object-Oriented Programming
9	CSES631 Software Quality and Testing	VIII	6	Software Engineering
10	CSES634 ICT Project Management	VIII	6	no

[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	CODE / Subject	Semester	M / E	ECTS
1	SI-Z-01 Software lifecycle management	IX	M	6
2	SI-Z-02 DevOps software development	IX	M	6
3	СE-M-03 Software Design Templates	IX	M	6
4	Elective	IX	E	6
5	Elective	IX	E	6
6	SI-Z-04 Software quality management	X	M	6
7	Elective	X	E	6
8	Master Thesis	X	M	18

At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two electives can be selected from the courses offered in the other second cycle studies at the Faculty of Information Sciences and Computer Engineering.

Table 4: Electives

РБ	New code / Subject	Semester	ECTS
1	SI-I-01 Time series analysis and forecasting	IX	6
2	SI-02 Design of video games and special effects	IX	6
3	СE-E-03 Medical Informatics	IX	6
4	СE-E-04 Multimedia and scalable web	IX	6
5	СИ-И-05 Model based software Engineering	IX	6
6	SI-06 Critical systems software engineering	X	6
7	СE-E-07 Engineering Ethics	X	6
8	SI-08 ERP Business Systems Engineering	X	6
9	СE-E-09 Software reliability	X	6
10	СE-E-10 Shape Recognition	X	6
11	SI-I-11 Decision Support Systems	X	6
12	СE-E-12 System Integration	X	6
13	СE-E-13 Software Architectures	X	6
14	IS-I-06 Analysis and Design of Information Systems	IX	6
15	IT-Z-02 Advanced mobile and web applications	IX	6
16	ITMW01 Advanced Software Project Management	IX	6
17	IT-I-05 Data visualization	IX	6
18	КН-M-03 Formal methods	IX	6
19	IT-Z-03 Internet Security & Privacy	IX	6
20	IS-I-14 Multimodal interaction	X	6
21	IS-I-18 Intelligent mobile applications	X	6
22	ITMS01 Advanced Software Requirements Engineering	X	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 .

Табови

Summary

slobodan.kalajdziski@finki.ukim.mk

Summary

Роден е 1976 година во Охрид. Дипломирал и магистрирал на Електротехничкиот факултет во Скопје во 2000 и 2004, соодветно. Докторирал на Факултетот за електротехника и информациски технологии во 2008 година. Првото работно искуство го имал во Неоком А.Д. во 2000 година, каде работел на позициите софтверски архитект, проект менаџер и програмер. На Институтот за компјутерска техника и информатика при Електротехничкиот факултет во Скопје работи од 2000 година како демонстратор. Звањата помлад асистент и асистент ги стекнал во 2003 и 2005 година, соодветно. Во 2008 година бил избран во звањето доцент. Како асистент бил вклучен во одржувањето настава по предмети од областа на програмски јазици, структури и бази на податоци, структурирано програмирање, објектно ориентирано програмирање, објектно ориентирани системи, бази на податоци, објектно ориентирана анализа и дизајн и информациони системи. Како доцент одржува настава по предмети од областа на објектно ориентирани системи, бази на податоци 2, објектно ориентирана анализа и дизајн и информациони системи. Координатор е на магистерските студиски програми Содржинско базирано пребарување и Интелигентни информациони системи, каде одржува настава на дел од предметите покриени со овие студиски програми. Автор е на триесетина научни трудови објавени на меѓународни и домашни конференции и списанија. Учествувал во 8 научно-истражувачки проекти. Полињата на научно-истражувачки интерес вклучуваат биоинформатика, системска биологија, откривање на знаење во податоци, податочно рударење, податочни складишта, бази на податоци, анализа и дизајн на информациони системи.

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Associations

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
http://ict-act.org/	Association for Information and Communication Technologies ICT-ACT
http://www.ieee.org	IEEE

Publications

Име на трудот	Место	Држава
Probabilistic Predictions of Ensemble of Classifiers Combined with Dynamically Weighted Majority Vote	Proceedings of the IASTED International Conference Artificial Intelligence and Applications	Austria
Hierarchical Protein Classification based on Gene Ontology and Decision Trees	Proceedings of ICT Innovations 2010	Macedonia
Accessing the Performance of Assembly Tools on Simulated Sequencing Data and Their Sensitivity to GC Content	Proceedings of ICT Innovations 2010	Macedonia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
Probabilistic Predictions of Ensemble of Classifiers Combined with Dynamically Weighted Majority Vote	Proceedings of the IASTED International Conference Artificial Intelligence and Applications	Austria
Hierarchical Protein Classification based on Gene Ontology and Decision Trees	Proceedings of ICT Innovations 2010	Macedonia
Accessing the Performance of Assembly Tools on Simulated Sequencing Data and Their Sensitivity to GC Content	Proceedings of ICT Innovations 2010	Macedonia
A System for Protein Classification Based on Protein 3D Structure	”, Proceedings of The 5th international conference SETIT 2009: Sciences of Electronic, Technologies of Information and Telecommunications, IEEE 2009,	Tunisia
Protein Function Prediction Based on Neighborhood Profiles	Proceedings of the ICT Innovations, Springer-Verlaang, Macedonia, 2009
Protein Classification Based on 3D Structures and Fractal Features	Proceedings of the ICT Innovations, Springer-Verlaang, Macedonia, 2009
Comparative analysis of wavelet based protein descriptors	9th National Conference ETAI 2009	Macedonia
Novel Wavelet Based Protein Descriptors	ICT Innovations	Macedonia
Comparative Analysis of three efficient approaches for retrieving protein 3D structures	Proceeding of 4-th IEEE Cairo International Biomedical Engineering Conference	Egypt
Efficient protein classification by using 3D structure content representation	Proceeding of IASTED International Conference on Artificial Intelligence and Soft Computing 2008	Spain
Protein Secondary Structure Prediction Method based on Neural Networks	Proceedings of the 2nd International Conference on Bioinformatics and Biomedical Engineering	China
Protein Classification by Matching 3D Structures	Proceeding of IEEE Conference Frontiers in the Convergence of Bioscience and Information Technologies	Korea
Protein Retrieval by Matching 3D Structures	8th National Conference ETAI	Macedonia

Projects

Име на проектот	Финансирано од
144650-TEMPUS-2008-IT-JPGR, Video Conferencing Educational Services	Tempus
ECOSYSTEM INFORMATICS - Development of Postgraduate Curriculum, TEMPUS project - JEP-41038-2006	Tempus
Wavelet based indexing and retrieval of 3D objects, Macedonian-France Joint Project	Билатерален македонско-француски проект

д-р Слободан Калајџиски

Табови

Summary

kosta.mitreski@finki.ukim.mk

Summary

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

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Publications

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

д-р Коста Митрески

Табови

Summary

ana.madevska@finki.ukim.mk

Summary

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

Presentations

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

Associations

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

Books

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

Publications

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

Conferences

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

Specializations

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

Projects

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

д-р Ана Мадевска Богданова

Табови

Summary

nevena.ackovska@finki.ukim.mk

Summary

Родена e 1975 година во Скопје. Основно и средно училиште завршила во Скопје. Во текот на образованието била добитник на повеќе награди и признанија на регионални и на републички натпревари по биологија и математика. Студиите по компјутерска техника, информатика и автоматика на Електротехничкиот факултет во Скопје ги започнала во учебната 1994/1995 година Академската 1995 година ја следела на Univerity of Massachussetts, Amherst, MA, USA, каде што била на листата на најдобрите студенти. Дипломирала во 2000 година на Електротехничкиот факултет во Скопје со среден успех 9,52. Во 2000 година била примена за демонстратор, во 2001 година е избрана за помлад асистент, а во 2004 година за асистент во Заводот за програмско инженерство на ИИ при ПМФ. Во 2003 година ги завршила постдипломските студии по информатика на ПМФ од областа на вештачките интелигентни системи, со одбрана на магистерскиот труд под наслов “Информациони и управувачки процеси во биолошка клетка”. Се стекнала со степенот доктор на информатички науки во 2008 година со одбрана на докторската дисертација под наслов „Системски софтвер на минимални биолошки системи“. Во 2009 година е избрана за доцент на Институтот за информатика при ПМФ. Држела вежби по десетина предмети за студентите по информатика, а изведувала вежби и за студентите по хемија и математика при ПМФ, на Земјоделскиот факултет во Скопје, како и на Полициската Академија и Универзитетот Американ Колеџ во Скопје. Тековно држи предавања по 7 предмети на Институтот за Информатика на додипломските студии, како и 3 предмети на постдипломските студии. Била соработник во реализацијата на 6 научни проекти. Учествувала на повеќе специјализирачки интернационални школи и курсеви во САД, Германија, Бугарија, Велика Британија и Македонија. Автор е на повеќе од 40 труда, од кои 2 се објавени во списанија, 2 во поглавја од книги а останатите во зборници на трудови од меѓународни или домашни научни конференции. Коавтор е на 2 учебни помагала и еден учебник за програмирање за студентите од информатичките факултети, како и еден учебник по информатика за основното образование. Организатор е на 5 конференции и 2 работлници, а уредник е и на еден зборник на трудови. Нејзини области на истражување се биоинформатиката, роботиката и интелигентните суштества (природни и вештачки). Член е на: IEEE, Здружението на информатичари на Македонија, Центарот за дигитизација на националното наследство при ИИ и Здружението за заштита на децата во Македонија (секретар за меѓународни односи, 1996-1997).

Рецензија - ЛИНК.
Одлука за избор - ЛИНК

Presentations

Презентација за	На конференцијата	Од тип
Artificial Chromosomes as Genetic Disks: A Systems Software Metaphor for Genetic Engineering	IEEE SoutheastCon2010	научна
Biped Robots: From Inverted Pendulum to Programming 12dof Dancing Postures	Seventh International Conference for Informatics and Information Technologies	научна
Information/Material Processing Synergy: Flexible Manufacturing and Operating System Metaphor for a Biological Cell	ICT Innovations 2009	научна
File System Concepts in minimal biological systems	Sixt International Conference for Informatics and Information Technologies	научна
Achievements and Results of Center for Digitization of the National Heritage of Macedonia	National Center for Digitization	научна
Cell Operating system and its Compilation Processes	Proc. Fifth International Conference for Informatics and Information Technologies	научна
Next Generation Operating Systems: A Biologically Inspired Future	2nd Annual IEEE Systems Conference	научна
Evolving an emotion-based neural control architecture	IEEE Southeastcon 2008	научна
Cytogenesis of a Neural Cell -Phenomics of Emotion-Based Neural Control	11th Multi-conference on Systemics, Cybernetics and Informatics, Volume IV	научна
A New Frontier for Real-Time Systems – Lessons From Molecular Biology	IEEE SoutheastCon 2007 Linking Future with Past	научна
Softvare for digitization of ancient glagolic handwritten manuscripts	First SEEDI Conference	научна
Teaching Bioinformatics to Computer Science Students	IEEE EUROCON 2005 – The International Conference on “Computer as a Tool	научна
Production Systems of the Biological Cell	Fourth International Conference on Informatics and Information Technology	научна
Distance Learning Robotics	Workshops on Computer Science Education	научна
Closed Loop DNA Operating System Migration	Seventh World Multiconference on Systemics, Cybernetics, and Informatics, Vol 8	научна
Push Technology	Wireless and Mobile Technologies	научна
Minimal Cognition Systems – Current metaphors	Sixth International Conference on Cognitive and Neural Systems	научна
Biological Cell and its System Software	Second International Conference on Informatics and Information Technology	научна
DNA as a Real Time Database Operating System	Proceedings of the Fifth World Multiconference on Systemics, Cybernetics, and Informatics, Vol 15	научна
Emotion learning: An approach toward self - supervised learning systems	Fifth International Conference on Cognitive and Neural Systems	научна
From Classical to Bio-nano Robots	RoboMac2010
Biological Operating Systems	TEDxSkopje

Associations

Линк до асоцијацијата (здружението)	Име на асоцијацијата (здружението)
http://www.ieee.org	IEEE
http://cs.org.mk	Здружение на информатичарите на Македонија
	Центар за дигитизација на национално наследство

Books

Наслов на книгата	Издавач
Информатика, учебник за VIII одделение	Гоцмар
Збирка Алгоритми и Програми, за студентите по информатика	Гоцмар
Основи на програмирање - С++	ГОЦМАР
Збирка алгоритми и програми – С++	ГОЦМАР

Publications

Име на трудот	Место	Држава
Artificial Chromosomes as Genetic Disks: A Systems Software Metaphor for Genetic Engineering	IEEE SoutheastCon2010	NC, USA
Biped Robots: From Inverted Pendulum to Programming 12dof Dancing Postures	Proc. Seventh International Conference for Informatics and Information Technologies	Macedonia
Redesign Of The CDNH Portal	Proc. Seventh International Conference for Informatics and Information Technologies	Macedonia
Ciit 2010 Web Application	Proc. Seventh International Conference for Informatics and Information Technologies	Macedonia
Data Driven Intelligent Systems	ICT Innovations 2010	Macedonia
Information/Material Processing Synergy: Flexible Manufacturing and Operating System Metaphor for a Biological Cell	ICT Innovations 2009, Springer LNS	Macedonia
A Different Approach to Information Technology - Teaching the Intelligent Systems Course	chapter in Technology, Education and Development
’Intelligent Systems’ – The Course	Proc. Sixt International Conference for Informatics and Information Technologies	Macedonia
CDNH Portal	Proc. Sixt International Conference for Informatics and Information Technologies	Macedonia
File System Concepts in minimal biological systems	Proc. Sixt International Conference for Informatics and Information Technologies	Macedonia
New Support Vector Machine-based approach over DNA chip data”	Proc. Innovations ‘08	United Arab Emirates
Achievements and Results of Center for Digitization of the National Heritage of Macedonia	Review of the National Center for Digitization	Serbia
Educational Aspects of Digitization of National Heritage	Review of the National Center for Digitization	Serbia
Cell Operating system and its Compilation Processes	Proc. Fifth International Conference for Informatics and Information Technologies	Macedonia
Next Generation Operating Systems: A Biologically Inspired Future	Proc. 2nd Annual IEEE Systems Conference	Canada
Real-Time Systems – Biologically Inspired Future	Journal of Computers, Vol. 3, No. 3, Academy Publisher
Evolving an emotion-based neural control architecture	Proc. IEEE Southeastcon 2008	Al, USA
Intelligent Systems for computer science students	Proc. INTED 2008 - International Technology, Education and Development Conference	Spain
Cytogenesis of a Neural Cell -Phenomics of Emotion-Based Neural Control	Proc. 11th Multi-conference on Systemics, Cybernetics and Informatics, Volume IV	Fl, USA
A New Frontier for Real-Time Systems – Lessons From Molecular Biology	Proc. IEEE SoutheastCon 2007 Linking Future with Past	VA, USA
Криптографски аспекти за безбедна комуникација	Годишник на Полициската Академија, (2) 3	Macedonia
Softvare for digitization of ancient glagolic handwritten manuscripts	Book of extended Abstracts of the First SEEDI Conference	Macedonia
Pilot Projects in Armenia and Macedonia	Technical Report, Information and Communication Division, Department of Information Technology and Media	Sweden
Teaching Bioinformatics to Computer Science Students	Proceedings of IEEE EUROCON 2005 – The International Conference on “Computer as a Tool	Serbia
Production Systems of the Biological Cell	Proc. Fourth International Conference on Informatics and Information Technology	Macedonia
Distance Learning Robotics	Proceedings of Workshops on Computer Science Education
Closed Loop DNA Operating System Migration	Proceedings of the Seventh World Multiconference on Systemics, Cybernetics, and Informatics, Vol 8	Fl, USA
Push Technology	Wireless and Mobile Technologies	Macedonia
Distributed Interactive Robotics Classroom	in Optoelectronic Information – Power Technologies, No. 2(4)	Ukraine
Simulation of Module – Based digital Networks Using Object Oriented Programming”	Chapter 2 in Recent Advances in Java Technology: Theory, application, Implementation	UK
Internet – Based Robot Control	Proc. Third International Conference on Informatics and Information Technology	Macedonia
Internet – Education - Robotics	Proc. Third International Conference Internet – Education – Science IES – 2002	Ukraine
Digital Chips Network Simulation Using Object Oriented Programming	Proc. Inaugural Conference on the Principles and Practice of Programming in Java
Minimal Cognition Systems – Current metaphors	Proc. Sixth International Conference on Cognitive and Neural Systems	MA, USA
Biological Cell and its System Software	Proc. Second International Conference on Informatics and Information Technology	Macedonia
DNA as a Real Time Database Operating System	Proceedings of the Fifth World Multiconference on Systemics, Cybernetics, and Informatics, Vol 15	Fl, USA
Emotion learning: An approach toward self - supervised learning systems	Proc. Fifth International Conference on Cognitive and Neural Systems	MA, USA
Cyber Case: An Internet based tool for support of team analysis of neuromuscular structures	EMG Net Final Report: The Multifunctional Platform for EMG Studies – Part I
Pregnancy EMG: A smooth muscle EMG study	EMG Net Final Report: The Multifunctional Platform for EMG Studies – Part I
An Internet server for EMG-based analysis of neuro-muscular structures	Application of Advanced Information Technologies to Medicine	Bulgaria
A WEB-based tool for collection and analysis of EMG data	Proceedings of the Second International Conference “Internet, Education, Science	Ukraine

Conferences

Назив на конференцијата	Име на конференцијата	Град	Држава
Artificial Chromosomes as Genetic Disks: A Systems Software Metaphor for Genetic Engineering	IEEE SoutheastCon2010	Charlotte	NC, USA
Biped Robots: From Inverted Pendulum to Programming 12dof Dancing Postures	Seventh International Conference for Informatics and Information Technologies	Bitola	Македонија
Information/Material Processing Synergy: Flexible Manufacturing and Operating System Metaphor for a Biological Cell	ICT Innovations 2009	Ohrid	Macedonia
File System Concepts in minimal biological systems	Sixt International Conference for Informatics and Information Technologies	Bitola	Macedonia
Achievements and Results of Center for Digitization of the National Heritage of Macedonia	National Center for Digitization	Belgrade	Serbia
Cell Operating system and its Compilation Processes	Proc. Fifth International Conference for Informatics and Information Technologies	Bitola	Macedonia
Next Generation Operating Systems: A Biologically Inspired Future	2nd Annual IEEE Systems Conference	Montreal	Canada
Evolving an emotion-based neural control architecture	IEEE Southeastcon 2008	Huntsville	AL, USA
Cytogenesis of a Neural Cell -Phenomics of Emotion-Based Neural Control	11th Multi-conference on Systemics, Cybernetics and Informatics, Volume IV	Orlando	FL, USA
A New Frontier for Real-Time Systems – Lessons From Molecular Biology	IEEE SoutheastCon 2007 Linking Future with Past	Richmond	VA, USA
Softvare for digitization of ancient glagolic handwritten manuscripts	First SEEDI Conference	Ohrid	Macedonia
Teaching Bioinformatics to Computer Science Students	IEEE EUROCON 2005 – The International Conference on “Computer as a Tool	Belgrade	Serbia
Production Systems of the Biological Cell	Fourth International Conference on Informatics and Information Technology	Bitola	Macedonia
Distance Learning Robotics	Workshops on Computer Science Education
Closed Loop DNA Operating System Migration	Seventh World Multiconference on Systemics, Cybernetics, and Informatics, Vol 8	Orlando	FL, USA
Push Technology	Wireless and Mobile Technologies	Skopje	Macedonia
Minimal Cognition Systems – Current metaphors	Sixth International Conference on Cognitive and Neural Systems	Boston	MA, USA
Biological Cell and its System Software	Second International Conference on Informatics and Information Technology	Bitola	Macedonia
DNA as a Real Time Database Operating System	Proceedings of the Fifth World Multiconference on Systemics, Cybernetics, and Informatics, Vol 15	Orlando	FL, USA
Emotion learning: An approach toward self - supervised learning systems	Fifth International Conference on Cognitive and Neural Systems	Boston	MA, USA
From Classical to Bio-nano Robots	RoboMac2010	Skopje	Macedonia
Biological Operating Systems	TEDxSkopje	Skopje	Macedonia

Specializations

Престој	Држава	Цел
Visit to University of Dortmund	Germany	retraining
Visit to Laboratory of Intelligent Systems	SC, USA	biology systems study
Visit to Medical University	SC, USA	bioengineering laboratory visit
Visit to Laboratory of Robotics, Artificial Intelligence and Biocybernetics	SC, USA	artificial systems study
Visit to Laboratory of Robotics, Artificial Intelligence and Biocybernetics	SC, USA	artificial systems study
Visit to Laboratory of Neurosciences	SC, USA	living systems neural study
Visit to South Carolina State University	SC, USA	course in Software Engineering
Visit to South Carolina State University	SC, USA	course in Special Topics in Computer Science: Biocomputing and Bioinformatics

Projects

Име на проектот	Финансирано од
ICT4ICT	SPIDER Centre
Информациски систем во Биро за развој на образование	Министерство за образование и наука на РМ
Ericsson Wireless Application Development Laboratory	Ericsson
Математички модели за препознавање на облици	Министерство за образование и наука на РМ
WEB базиран систем за аквизиција и евалуација на резултати од EMG мерења	EMGNet – Copernicus
Innovation of Computer Science Curriculum in higher Education	Tempus
Software Engineering – Education in Computer Science and Informatics, Research Collaboration, Java programming	DAAD
Centre of Excellence for Applications of Mathematics, Learning theory	DAAD

д-р Невена Ацковска

Табови

Summary

ivan.chorbev@finki.ukim.mk

Summary

He was born in 1980 in Ohrid. He earned his bachelor and master degrees at the Faculty of Electrical Engineering in Skopje in 2004 and 2006. He completed his PhD studies at the Faculty of Electrical Engineering and Information Technologies in Skopje in 2009. During his studies he has been continually awarded for excellent performance. As the best student of his generation he has been awarded by the Faculty, University Ss. Cyril and Methodius and other organizations and foundations, including the Organization of Engineers of Macedonia that awarded him the "Golden engineering ring".
He gained his first professional experience at the Macedonian Telekom – T-Home, at the department for software and web development, during the period 2003-2005. He started working at the Institute for Computer Science and Engineering in the Faculty for Electrical Engineering in Skopje in 2005, initially as a laboratory demonstrator, and then as a junior assistant in 2006. He became an assistant in 2008, and in 2009, after completing his doctoral studies, he became an assistant professor. His teaching commitments included lectures in Structured Programming, Object-oriented programming, Programming Methodologies, Web Design, Computer Graphics, Computer Animation etc.
In his research work up until 2011 he has participated in more than 35 scientific papers in books, magazines and conference proceedings. The fields of his research interests include combinatorial optimization, heuristic algorithms, constraint programming, web development technologies, software testing, application of computer science in medicine and telemedicine, medical expert systems, knowledge extraction, machine learning. He is an author of one university textbook, and a reviewer of another one.
As an IT consultant he has been involved in analysis and development of several Enterprise Resource Planning (ERP) systems, University Information Systems, Web Content Management Systems, Document Management Systems, Online payment systems, Electronic time and attendance systems, banking applications, oil industry software. He has participated as an IT consultant in projects financed by the European Union (FP6, FP7, TEMPUS), non-government organizations (NDI).

Associations

Association Link	Association Name
http://www.ieee.org/	Institute of Electrical and Electronics Engineers - IEEE
http://ict-act.org	Асоцијација ИКТ–АКТ
http://www.etai.org.mk	Друштво за електроника , телекомуникации, информатика и автоматика - ЕТАИ

Books

Title	Publisher
Компјутерски алатки	ЕУРМ

Publications

Title	Place	Country
ASGRT-Automated report generation system	ICT Innovations 2010	Macedonia
ASGRT-Automated report generation system	ICT Innovations 2010	Macedonia
SA Tabu Miner - A Hybrid Heuristic Algorithm For Rule Induction	International Conference on Uncertainty and Robustness in Planning and Decision Makingm	Portugal
An Integrated System for E-Medicine (e-health, telemedicine and medical expert systems)	Ubiquitous Health and Medical Informatics: Advancements in Web 2.0, Health 2.0 and Medicine 2.0
: 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)	USA
Building a Wireless Telemedicine Network within a WiMax based Networking Infrastructure	IEEE International Workshop on Multimedia Signal Processing - MMSP`09	Brasil
Applying Bagging Techniques on the SA Tabu Miner Rule Induction Algorithm	ICT Innovations 2009
A Multi-class SVM classifier utilizing binary decision tree	Informatica - An International Journal of Computing and Informatics	Slovenia
Web Based Medical Expert System with a Self Training Heuristic Rule Induction Algorithm	Proc. of The First International Conference on Advances in Databases, Knowledge, and Data Applications, DBKDA 2009	Mexico
Multi-class Classification using Support Vector Machines in Binary Tree Architecture	International Scientific Conference UNITECH`08	Bulgaria
Rule Induction In Medical Data With Hybrid Heuristic Algorithms	Information Society 2008, 11th International multiconference	Slovenia
WiMAX Supported Telemedicine as Part of an Integrated System for E-Medicine	30th International Conference on Information Technology Interfaces	Croatia
, Wireless Telemedicine Services as part of an Integrated System for E-Medicine	IEEE MELECON2008, The 14th IEEE Mediterranean Electrotechnical Conference	France
Tabu Search Parameterization and Implementation in A Constraint Programming Library	EEE Region 8 Eurocon 2007 Conference	Poland
Hybrid Heuristics for Solving the Constraints Modeled High School Scheduling Problem	IEEE Region 8 Eurocon 2007 Conference	Poland
А parallel implementation of simulated annealing with a Бoltzmann synchronization function and its application to solve the traveling salesman problem	IS2006	Slovenia
Heuristic approaches and decisions in temporal and spatial scheduling using a Constraint Solving Engine	ITI2006	Croatia
Folksonomy And Healthcare Social Networks – Perspectives In Macedonia,	CIIT	Macedonia
System for Management,Visualization and Maintenance of Infrastructural Resources	TELFOR-2010	Serbia
3-Axial Accelerometers Activity Recognition	ICT Innovations 2010	Macedonia
Overview of the GUHA method as a data mining technique	Conference for Informatics and Information Technology, CIIT2010	Macedonia
Application of the GUHA method in medical diagnosis	Conference for Informatics and Information Technology, CIIT 2010	Macedonia
An Application for Maintaining Optical Networks	ICT-Innovation	Macedonia
Using Web Servces in mobile medical applications	ETAI 2009	R. of Macedonia
Disease Diagnosis Web Application	ETAI 2009	R. of Macedonia
Solving the High School Scheduling Problem Modelled with Constraints Satisfaction using Hybrid Heuristic Algorithms	book Greedy Algorithms, Publisher: IN-TECH, ISBN 978-953-7619-27-5
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
Rule Induction In Medical Data With Hybrid Heuristic Algorithms	Information Society 2008	Slovenia
WiMAX Supported Telemedicine as Part of an Integrated System for E-Medicine	30th International Conference on Information Technology Interfaces	Croatia
Web Based PDA Enabled Medical Information System	30th International Conference on Information Technology Interfaces	Croatia
Integrated system for e-medicine in a developing information society	Information Society 2007	Slovenia
Тестирање на java апликации со junit и предикција на грешки со баесови мрежи	ETAI 2007	R. of Macedonia
Video Content-Based Retrieval System	IEEE Region 8 Eurocon 2007 Conference, pp. 978-983	Poland
Improved Shot Boundary Detection Algorithm	Proceedings of the 9th International Multiconference, Information Society - IS 2006	Slovenia
The Adaptive Tabu Search and Its Application to the Quadratic Assignment Problem	Proceedings of 9th International Multiconference - Information Society 2006	Slovenia
А parallel implementation of simulated annealing with a Бoltzmann synchronization function and its application to solve the traveling salesman problem	Information Society S2006	Slovenia
Constraints Modeling of the High School Scheduling Problem	Eurocon 2005	Serbia
Развој на кориснички интерфејс за апликација за Распоред на часови и негова оптимизација	ETAI 2005	Macedonia
A Solution of N Queen Problem using a Constraint Solving Engine with Multiple Optimization Algorithms	ETAI 2005	Macedonia
Virtual commnities for diabetes chronic disease healthcare,	International Journal of Telemedicine and Applications, vol. 2011, Article ID 721654, 7 pages, 2011. doi:10.1155/2011/721654
Combined Language Processing Methods and Mash-Up System for Improving Retrieval in Diabetes Related Patents, Multidisciplinary Information Retrieval,	7th Information Retrieval Facility Conference, IRFC 2014, Springer	Denmark
3d printing assistive devices,	in print Springer, ELEMENT 2014, 6th International Conference on Mobile Networks and Management MONAMI,	Germany
Cloud based assistive technologies and smart living environment system,	in print Springer, ELEMENT 2014, 6th International Conference on Mobile Networks and Management MONAMI,	Germany
Implementing continuous integration in a web based medical software,	ICT Innovations 2014,	Macedonia
Clustering of tweets from popular athletes,	ICT Innovations 2014,
Using social media to predict children disease occurrence,	Proc. of the 7th IADIS International Conference Information Systems,	Spain
Automated online playlist generation system,	ICT Innovations 2013,	Macedonia
Facebook апликација за информирање за настаните на образовни институции	The 10th Conference for Informatics and Information Technology (CIIT 2013)	Macedonia
An online playlist management system,	The 10th Conference for Informatics and Information Technology	Macedonia
SA Tabu Miner: A hybrid heuristic algorithm for rule induction,	Journal Intelligent Decision Technologies	IOS Press
Ontology supported patent search architecture with natural language analysis and fuzzy rules,	ICT Innovations 2012,
, Design optimization of distribution transformers based on Differential Evolution Algorithms	ICT Innovations 2012,
Architecture of an electronic student services system and its implementation	ICT Innovations 2012	Macedonia
Using hidden space in optimization of space utilization,	ICT Innovations 2012,	macedonia
Study of Social Networks and Their Impact on Patients and Health Care	The proceedings of the 3rd International Conference "Information Systems and Technology Innovations: their application in Economy	Albania
User interface agile development and evaluation of the iKnow sтudent services system,	The 9th Conference for Informatics and Information Technology (CIIT 2012)
Implementation of electronic student services at UKIM,	The 9th Conference for Informatics and Information Technology (CIIT 2012)
Adaptive Anomaly-Based Intrusion Detection System,	InfoTech 2011	Bulgaria
Establishing A Pattern Of Normal Behavior For Protecting Web Applications,	ETAI 2011, September 2011
Folksonomy And Healthcare Social Networks – Perspectives In Macedonia, CIIT 2011, March 16-18,	Molika, Bitola	, R. of Macedonia
System for Management, Visualization and Maintenance of Infrastructural Resources	18th Telecommunications Forum, TELFOR 2010	Serbia

Conferences

Conference Title	Conference Name	City	Country
Algorithmic Decision Theory	Workshop and Seminar, COST action IC0602	Manchester	Great Britain
ADT2009	1st International Conference On Algorithmic Decision Theory	Venice	Italy
25th Mini-Euro Conference	Uncertainty and Robustness in Planning And Desciosion Making	Coimbra	Portugal
COMSOC-2010	3rd International Workshop on Computational Social Choice	Dusseldorf	Germany
ICT ACT 2010	ICT Innovations 2010	Ohrid	Macedonia
ICT Innovations Conference 2009	ICTI 2009	Ohrid	Macedonia
Information Society 2007	IS 2007	Ljubljana	Slovenia
ICT Innovations Conference 2010	ICTI 2010	Ohrid	Macedonia
8th International Conference for Informatics and Information Technology 2011	CIIT 2011	Bitola	Macedonia
National Conference ETAI 2005	ETAI 2005	Ohrid	R. of Macedonia

Projects

Project Title	Sponsored by
Risk Assessment for Customs in Western Balkans	Framework Program 6
COST action IC0602 management committee member	Framework Program 7
COST action IC1002 MUMIA management committee member	Framework Program 7
E-HFISN, E-Health applications using folksonomy and Internet social networks	ФЕИТ, Универзитетот Св Кирил и Методиј
Innovation and Knowledge Management towards eStudent Information System	TEMPUS

Ivan Chorbev Ph.D.

Табови

Summary

ljupcho.antovski@finki.ukim.mk

Summary

Роден e 1977 година во Скопје. Основно и средно училиште завршил во Скопје. Учествувал на сојузни и на републички натпревари по физика и информатика. Во 1996 година се запишал на Електротехничкиот факултет во Скопје, каде што бил наградуван за одличен успех во сите учебни години. Дипломирал во 2001 година како првенец на насоката компјутерска техника, информатика и автоматика, со среден успех 9.83, на тема “Софтверски пакет за интелигентно фази-логичко управување на термички процеси”. Постдипломски студии запишал во 2001 година на ИИ при ПМФ. Магистрирал со просек 10,00 во 2003 со одбрана на трудот под наслов “Мобилни плаќања“. Во 2005 година е награден со World Summit Award во категорија e-science. Докторирал во Јануари 2008 со докторска дисертација на тема “Нов модел на мобилни и безжични електронски јавни сервиси”. Стручното усовршување го започнал во текот на додипломските студии со престои во фирмите: Сисдата во Будимпешта, МТНет и Форум - ЦСРД во Скопје. Во 2001 година работел во компанијата Пексим на проекти за електронско банкарство. Во 2001 година бил ангажиран на ИИ како демонстратор, а во 2002 година бил избран за помлад асистент. Во 2004 година е избран за асистент во Заводот за програмско инженерство при ИИ. Држи вежби по предметите: Информациски системи, Архитектура на компјутерите, Компјутерски апликации, Интернет-технологии, Интернет, Мултимедија,Програмски јазици, Вовед во информатиката, Информатика - за студенти по социјална политика и работа. Во 2008 година е избран за доцент на ПМФ. Во 2012 е избран за вонреден професор на ФИНКИ. Тој е одговорен наставник за додипломските предмети: Анализа на софтверски потреби, Конструкција на софтвер, Е-бизнис архитектури и дизајн. Безжични и мобилни технологии, Управување со софтверски проекти, Менаџмент во ИКТ, Семантички овозможени архитектури, Архитектура на компјутери. Ги држи последипломските предмети: Инженерство на барањата, Управување со софтверски проекти и Објектни архитектури за масивни системи. Подрачје на научно истражување му се: системи за електронско гласање, семантички овозможени архитектури, мобилните и сеприсутни апликации, е-бизнис и е-владини сервисии. Вкупно има објавено над рецензирани научни трудови во научни списанија и меѓународни научни конференции. Бил редовен колумнист со стручни статии во магазинот Лајф. Автор е на едно универзитетско учебно помагало. Учествувал во повеќе меѓународни истражувачки и образовни проекти за структурни реформи, како: UNDP Capacity building of the Voters List Unit, Technical Assistance for the Support to the Decentralization Process, SWEB Secure, interoperable, cross border m-services contributing towards a trustful European cooperation with the non-EU member Western Balkan countries, WE-GO Enhancing Western Balkan e-Government Expertise, Development and Implementation of a Resource Management Information System for the Albanian State Police, Workflow and Document Management Infrastructure towards Integrated University, Technical Assistance for Vocational Education Training, Technical Assistance to Institutional Building in Support of Employment Policyфаза 1 и 2, Management and Business Education in Computer Studies, Implementation of Modules and ECTS, Labor Market Analysis in the Border Region, Information and Communication Technologies for the Development of Education and the Construction of a Knowledge Society, Innovation of Computer Science Curriculum in Higher Education, Mobile and Wireless Security Protocols and Standards. Автор е на информацискиот систем на Државната изборна комисија на Македонија, Централната изборна комисија на Косово и Централната изборна комисија на Босна и Херцеговина. Автор е на предлог архитектурата на Управата за водење матични книги. Работи како ИКТ вештак. Претседател е на техничкиот комитет за ИКТ при Институтот за стандардизација на Република Македонија. Член е на следниве научни и стручни организации: IST-ACT, Mobile Consortium International, World Federation of Scientists, World Scientific and Engineering Academy and Society, Institute of Electrical and Electronics Engineering, Association ofComputer Machinery, Друштвото за електроника, телекоминукации, автоматика и информатика, Инженерската асоцијација на Македонија, IAESTE.

Ljupcho Antovski Ph.D.

Internet Technologies (4+1)

1. General Information

Postgraduate studies in Internet technologies aim to provide quality and top European education and training of ICT engineers with deep knowledge of Internet networks, technologies and security. Upon completion of their studies, these engineers will be able to take responsible positions in the processes of planning, design, management and security of Internet networks and work with various types of the latest technologies, including their business aspects.

Name of the proposer: University "Ss. Cyril and Methodius" University in Skopje, Faculty Computer Scienses and Engineering - FCSE
Name of the study program: academic second cycle studies in Internet technologies
Scientific-research area: technical-technological
Field: Computer Engineering & Informatics
Area: Information Systems and Networks
The value of postgraduate studies is 60 ECTS or 120 ECTS credits
Duration of studies: 2 or 4 semesters.
One academic year consists of two semesters lasting 30 weeks (1 semester = 15 weeks).
The first semester consists of subjects, while the second has a smaller number of subjects and is reserved for the final project, ie. for the master's thesis.
Admission Requirements : Completed undergraduate studies in the field of informatics or computer technology and informatics with a minimum of 240 credits. For study directions that carry less than 240 credits, exams offered in the introductory layer are added.
Introductory layer : Students who have earned less than 240 credits during their studies are offered a set of differential introductory courses. After their successful realization, the student acquires the right to continue with the second year of postgraduate studies.
First semester: 3 compulsory courses and 2 electives, one of which may be from the University list.
Second semester: 1 compulsory and 1 elective, which can be from the university list (only if in the first semester the subjects are selected at the Faculty level) and a final project of 18 ECTS
1 ECTS credit corresponds to 30 hours of total work engagement
The number of contact hours is 4
The academic title or degree obtained after graduation is

- Master in Information Science and Computer Engineering in the field of Internet Technologies

2. Studies

Table 3: List of Postgraduate Courses

РБ	CODE / Course	Semester	M / E	ECTS
1	IT-Z-01 Network Analysis	IX	M	6
2	IT-Z-02 Advanced mobile and web applications	IX	M	6
3	IT-Z-03 Internet Security and Privacy	IX	M	6
4	Elective	IX	E	6
5	Elective	IX	E	6
6	IT-Z-04 DevOps for networking	X	M	6
7	Elective	X	E	6
8	Master Thesis	X	M	18

At least one elective should be chosen from the offered electives in Table 4. At most one of the electives can be chosen from the University list of master's degree programs. A maximum of two courses can be selected from the courses offered at the other postgraduate studies at the Faculty of Computer Scienses and Engineering.

Table 4: Electives

РБ	New code / Course	Semester	ECTS
1	IT-I-01 5G communication networks	IX	6
2	IT-I-02 Parallel processing	IX	6
3	IT-I-03 ICT Management	IX	6
4	IT-I-04 E-business	IX	6
5	IT-I-05 Data visualization	IX	6
6	IT-I-06 Network penetration testing	IX	6
7	EI-I-07 Client server programming paradigms	X	6
8	IT-I-08 Digital Marketing	X	6
9	IT-I-09 Advanced Distributed and Parallel Systems	IX	6
10	IT-I-10 Internet Infrastructure Management	IX	6
11	IT-I-11 Smart Sensor Networks	X	6
12	IT-I-12 Architectures and services for distribution of video contents	X	6
13	IT-I-13 Network Virtualization and Cloud Computing	X	6
14	IT-I-14 Network Optimization	IX	6
15	IT-I-15 Advanced Topics in Computer Architecture	X	6
16	IT-I-16 Security incident and response management	IX	6
17	IT-I-17 Cyber threat intelligence	X	6
18	IT-I-18 Data Science	IX	6
19	IS-I-04 Mobile web services	IX	6
20	IS-I-17 Collaborative computer systems	X	6
21	PS-I-08 Linked Open Data	X	6
22	PS-I-05 Smart grid	IX	6

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

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ljupcho.antovski@finki.ukim.mk

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Рецензија - ЛИНК.
Одлука за избор - ЛИНК

д-р Љупчо Антовски

13/01/2025

We’re excited to join forces with FINKI to launch an incredible opportunity for Front-End Development enthusiasts. If you're passionate about coding, innovation, and crafting outstanding user experiences, this is your chance to kickstart your career in a dynamic and supportive environment.

This is a three-month paid internship with the possibility of extending the duration to six months. The internship is an excellent opportunity available to 3rd and 4th-year students to gain experience in front-end development while working alongside experienced professionals.

Overview of the role:

As an Intern Frontend Developer, you will help in building interactive web applications and various shared web components using Angular. You will work in a collaborative and supportive environment, contributing to our Sportsbook product by developing features across web applications. Our team operates in an Agile environment, and you will collaborate closely with our product, backend, and quality engineering teams on a daily basis.

What you’ll do:

Support the development of new features for our Sportsbook.
Assist in performing root cause analysis, debugging, and troubleshooting.
Personally, or in pairs, carry out programming tasks to solve a range of exciting problems.
Assist the team in planning and delivering features.

What you’ll bring:

Foundational knowledge in Web Development.
Passion for technology and care about code quality and best practices.
A strong appetite for continuous learning, staying ahead of the latest developments in web technologies.
Basic version control knowledge.
Adaptability.
Problem-solving skills.
Attention to detail.
Team spirit.

What you’ll gain from the internship:

Experience in developing and improving basic features.
Knowledge of best practices in Front-End development.
Skills in code reviews and testing.
Familiarity with Front-End tools and architecture.
Experience in delivering a Capstone project or feature.
Contribution to documentation.
Team collaboration.

How to Apply

The internship vacancy is closed and we don't accept new applications.

About Singular

Singular is an international iGaming software provider headquartered in Malta, with offices in North Macedonia and Georgia. We provide our platform solutions to some of the most innovative and well-known brands in the sports betting and gaming industry.

As of 2021, we're part of the International division of Flutter Entertainment, the world’s leading online sports betting and iGaming operator. Together, we create the future of entertainment – and you can join us too.

Why choose us

At Singular, we are committed to supporting the next generation of talent. Through our internship program, students will have the opportunity to work flexible hours while following a hybrid working model. We believe in providing a collaborative environment that fosters growth and self-development, ensuring our interns gain valuable experience and build a strong foundation for their future careers.

Equal opportunities

As a brand of Flutter International, we are committed to creating an inclusive environment where our people can be their authentic selves and thrive. We embrace and celebrate diversity, respecting all our uniqueness and differences.

We welcome you to let us know whether you have any accessibility needs. All you need to do is email us at jobs@singular.uk. Your journey with us is focused on ensuring you have what you need to be your best self.

Learn more about the works we are doing on Inclusion and belonging here: Flutter International Inclusion Page.

The Group

Singular is a proud member of the Flutter Entertainment family, a global leader in sports betting, iGaming, and entertainment. We're not just another company; we're listed on both the prestigious FTSE 100 index on the London Stock Exchange and the New York Stock Exchange (NYSE).

What sets us apart is our world-class brands, cutting-edge products, and our international division, which includes operations in over 100 global markets and offers sports betting, casino, poker, rummy, and lottery, mainly online.

What truly defines us is our commitment to ensuring that the excitement of gaming and entertainment is experienced in a responsible and sustainable way. Our remarkable team of over 8,000 colleagues drives this vision, spread across 28 offices worldwide.

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