Dr. Ana Madevska Bogdanova
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.
| Наслов на книгата | Издавач |
|---|---|
| A Different Approach to Information Technology – Teaching the Intelligent Systems Course, in “Technology, Education and Development” | InTech |
| 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 |
| 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 |
| 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 |
