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Thursday, 4 May 2023
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Session 1 (Hall 1) 10.30 - 12.00
Chair: Ilinka Ivanoska, PhD |
| Bojan Ilijoski, Kire Trivodaliev, Emil Stankov and Ilinka Ivanoska |
Projects Collaboration Network for Faculty of Computer Science and Engineering in Skopje |
| Ana Todorovska, Stefan Milev, Irena Vodenska, Lubomir T. Chitkushev and Dimitar Trajanov |
Analysis of the relationship between traditional markets and commodities trade |
| Hristina Dimova Popovska |
Conceptual and integrated smart tourism model |
| Maja Videnovik, Tone Vold, Linda Kiønig, Ana Madevska Bogdanova and Vladimir Trajkovik |
Using mobile augmented reality games in education |
| Majlinda Chiljafi, Merxhan Bajrami and Goce Armenski |
Comparative Data Analysis and Visualization of Sales Performance for Flutur Shop in Kosovo and North Macedonia |
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Session 2 (Hall 1) 12.30 - 14.00
Chair: Georgina Mircheva, PhD |
| Marija Krpachovska and Georgina Mirceva |
Processing PDF Documents Written in Macedonian Language Using UiPath Document Understanding |
| Merxhan Bajrami, Andrea Kulakov and Petre Lameski |
DocSplitAI: A Deep Learning Approach for Document Segmentation in Large PDFs |
| Gorgi Lazarev, Dimitar Trajanov and Sasho Gramatikov |
Comparing the performance of Text Classification Models for climate change-related texts |
| Eva Spirovska, Jovana Dobreva, Mary Lucas, Irena Vodenska, Lou Chitkushev and Dimitar Trajanov |
Post COVID depression prediction using Twitter data |
| Milena Trajanoska, Riste Stojanov and Dimitar Trajanov |
Enhancing Knowledge Graph Construction Using Large Language Models |
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Session 3 (Hall 1) 16:00 - 17.30
Chair: Sasho Gramatikov, PhD |
| Ivan Jelikj and Sasho Gramatikov |
Performance Evaluation of Back-end Web Application Programming Languages |
| Adrijan Božinovski and Filemon Jankuloski |
Minimax Algorithm for a King and Rook vs King Chess Endgame |
| Vladislav Bidikov and Igor Miskovski |
Comparison of DDOS detection methods in real world scenario |
| Aleksandar Kitanovski, Hristina Mihajloska Trpcheska and Vesna Dimitrova |
Detecting Malware in Android Applications using XGBoost |
| Valmir Sinani |
Using CQRS Pattern for Improving Performance in Relational Databases |
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Session 4 (Hall 2) 16:00 - 17.30
Chair: Vesna D. Ristovska, PhD |
| Viktor Meglenovski, Stojan Delenikov, Bojan Dukovski, Hristina Miteva, Bojana Koteska, Magdalena Kostoska and Ana Madevska Bogdanova |
Extraction and Preprocessing of PPG Data from the MIMIC III Database |
| Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Miskovski and Dimitar Trajanov |
Company classification using zero-shot learning |
| Merxhan Bajrami, Biljana Stojkoska, Petre Lameski and Eftim Zdravevski |
A Comprehence Analysis of LayoutLM and Donut for Document Classification |
| Zoran Gavrilov and Ana Madevska Bogdanova |
Prediction of side effects of drugs using machine learning |
| Petar Sekuloski and Vesna Dimitrievska Ristovska |
Classification of digital images using topological signatures |
| Elena Ilievska and Petar Sekuloski |
Performance Analysis of Machine Learning Algorithms on Small Datasets that Includes Features from K-Nearest Neighbor Graph |
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Friday, 5 May 2023
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Student Session 1 (Hall 1) 11.00 - 12.00
Chair: Smile Markovski, PhD; Evaluation Committee: Verica Bakeva, Marija Mihova |
| Mihaela Pavleska, Jana Kuzmanova and Vladimir Zdraveski |
Parallel and distributed computing and the Mandelbrot set |
| Vesela Trajkoska and Gjorgji Dimeski |
Analysis and Comparison of Chess Algorithms |
| Marija Taneska and Aleksandar Dimkoski |
Microsoft Azure Cloud Computing - Server vs Serverless |
| Magdalena Zlatanova |
Assortative partitions of complete graphs |
| Antonio Gilev, Bisera Bojkovska, Jovana Gelebesheva, Ana Markovska, Marko Andonov and Boban Joksimoski |
Analysis of Web Technologies Usage of the Macedonian Web |
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Student Session 2 (Hall 2) 11.00 - 12.00
Chair: Miroslav Mirchev, PhD; Evaluation Committee: Igor Mishkovski, Goran Velinov
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| Teodora Perikj, Aleksandra Dedinec and Jana Prodanova |
Comparative analysis of Air Pollution-related Tweets and News Article Teasers |
| Maja Mitreska, Blagica Penkova, Kostadin Mishev and Monika Simjanoska |
Representation Learning for Automatic Speech Recognition: A Review of Speech-to-Text Methods |
| Blagica Penkova, Maja Mitreska, Kostadin Mishev and Monika Simjanoska |
Overview of Methods for Data Augmentation for Speech-to-Text and Text-to-Speech |
| Dragana Nikolova and Suzana Loshkovska |
Data Visualization on Global Warming |
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Student Session 3 (Hall 1) 17.30 - 18.30
Chair: Andreja Naumoski, PhD; Evaluation Committee: Katarina Trojacanec, Bojan Ilijoski |
| Stefan Ladinski |
American Sign Language Alphabet Recognition Using Machine Learning |
| Ivan Kuzmanov, Nevena Ackovska and Ana Madevska Bogdanova |
Transformer Models for Processing Biological Signal |
| Teodora Mladenovska, Ana M. Bogdanova, Magdalena Kostoska, Nevena Ackovska and Bojana Koteska |
Estimation of Blood Pressure from Arterial Blood Pressure using PPG Signals |
| Andrej Angelovski |
2 Days Ahead Forecast using Machine Learning Techniques for Wind Power Output and Solar Power Output from Bogdanci Wind Power Plant and for all the Solar Power Plants |
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Student Session 4 (Hall 2) 17.30 - 18.30
Chair: Vladimir Trajkovikj PhD; Evaluation Committee: Petre Lameski, Riste Stojanov |
| Nikola Rusev and Biljana Stojkoska |
Trilateration and Multilateration Based Localization of Wireless Devices |
| Despina Misheva, Ana Mladenovska, Matej Gorjanov and Marija Stojcheva |
Design and implementation of an automated irrigation system using Arduino UNO, sensors and LAMP stack. |
| Simon Atanasovski, Marinela Mihajlovska, Elissa Mollakuqe, Aleksandra Popovska-Mitrovikj and Vesna Dimitrova |
Assessing the State of Digital Security in North Macedonia: a Study of Readiness, Capacity and Threats |
| Blagoja Velkovski and Vlatko Spasev |
Solar Trackers |