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Dr. Ivica Dimitrovski

He was born in 1981 in Kratovo. He graduated from the Faculty of Electrical Engineering in Skopje in 2005. He received his master's degree from the Faculty of Electrical Engineering and Information Technology in Skopje in 2008. He began working at the Institute for Computer Engineering and Informatics at the Faculty of Electrical Engineering in Skopje in 2005, first as a teaching assistant, was appointed junior assistant in 2007, and assistant in 2009. His teaching duties include conducting labs for courses in the areas of structured programming, object-oriented programming, internet programming, user interfaces, visualization, and virtual reality. As part of his research work, he has participated in the preparation of several published research papers and three book chapters. Research interests include image and video processing, visual feature extraction for images, content-based multimedia data retrieval, and machine learning.

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Paper Title Place Country
Hierarchical Annotation of Medical Images Pattern Recognition (journal) /
Content-based medical image retrieval system PHYSIOACTA vol.4 no.1 (journal) /
Feature Evaluation and Classification for a Content-Based Medical Image Retrieval System Ubiquitous Health and Medical Informatics: The Ubiquity 2.0 Trend and Beyond (book) /
Detection of Visual Concepts and Annotation of Images using Ensembles of Trees for Hierarchical Multi-label Classification Recognizing Patterns in Signals, Speech, Images and Videos ICPR 2010 Contests, LNCS, Volume 6388 (2010), pp. 152-161 Turkey
Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees CLEF 2010 Labs and Workshops, Notebook Papers Italy
PCTs for Hierarchical Multi-Label Classification Multilingual Information Access Evaluation II. Multimedia Experiments – 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, LNCS, Volume 6242/2010, pp. 231-238 Greece
Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation Innovations in Computing Sciences and Software Engineering, Proceedings of the 2009 International Conference on Systems, Computing Sciences and Software Engineering (SCSS), Springer 2010, pp. 319-324 United States of America
Implementation of a Web-based Medical Image Retrieval System in Oracle 2nd IEEE International Conference on Adaptive Science & Technology, pp. 192 – 197 Ghana
Content-based Retrieval System for X-ray images 2nd International Congress on Image and Signal Processing, pp. 1-5 China
Content-Based Image Retrieval in Medical Applications: An Improvement of the Two-Level Architecture IEEE Region 8 Eurocon 2009 Conference, pp. 118-121 Russia
Comparison of automatic shot boundary detection algorithms based on color, edges, and wavelets Proceedings of the 11th International Multiconference, Information Society – IS 2008 Slovenia
Hierarchical annotation of medical images Proceedings of the 11th International Multiconference, Information Society – IS 2008 Slovenia
Grid-Enabled Computer Vision System for Measuring Traffic Parameters, Advances and Innovations in Systems Computing Sciences and Software Engineering (book) /
Video Content-Based Retrieval System IEEE Region 8 Eurocon 2007 Conference, pp. 978-983 Poland
Web-based Medical Imaging Retrieval System Proceedings of the 10th International Multiconference, Information Society – IS 2007 Slovenia
Improved Shot Boundary Detection Algorithm Proceedings of the 9th International Multiconference, Information Society – IS 2006 Slovenia
Conference Title Conference Name City Country
Conference on Multilingual and Multimodal Information Access Evaluation CLEF 2010 Padua Italy
Information Society 2011 IS 2008 Ljubljana Slovenia
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