General Schedule
| Friday, 19 April 2024 | ||||
| 09:30 – 10:30 | Registration | |||
| 10:30 – 12:00 | Session 1 (Hall 1) Chair:Riste Stojanov, PhD | Workshop: AI and HPC, next-generation research and industry drivers (Hall 2) | ||
| Ivona Vasileska, Nikola Vukašinovič, Uroš Urbas and Martin Vasileski | Driven Acceleration of Machine Learning for Plasma Physics Modelling | |||
| Luka Samsa, Nikola Vukašinović and Ivona Vasileska | Beyond the screen: Augmented Reality as a tool for CAD data visualization | |||
| Jana Kuzmanova and Dimitar Trajanov | Review of Python Parallel Processing Libraries and Frameworks | |||
| Goran Petkovski, Nenad Anchev, Irena Spiridonova and Boro Jakimovski | Docker infrastructure for WRF and WRF-Chem processing pipelines | |||
| Sofija Jancheska and Metodija Jancheski | Transformative Pedagogies: Harnessing the Power of Artificial Intelligence in Education | |||
| 12:00 – 12:30 | Coffee break | |||
| 12:30 – 14:00 | Session 2 (Hall 1) Chair: Tome Eftimov, PhD | Workshop: AI and HPC, next-generation research and industry drivers (Hall 2) | ||
| Jovana Chochevska, Bojan Ristevski, Ana Todorovska, Riste Stojanov and Dimitar Trajanov | TimeVista: Dynamic Data Visuals | |||
| Stefan Andonov and Gjorgji Madjarov | Novel multi-modal AIOps data representation and learning methodology | |||
| Marija Taneska and Vesna Dimitrova | Understanding Live and Dead Attacks: Challenges and Defense Strategies in KERI | |||
| Marko Petrov, Ema Pandilova, Vlatko Spasev, Ivica Dimitrovski and Ivan Kitanovski | An Overview of Object Detection in Remote Sensing Images | |||
| 14:00 – 15:30 | Lunch break | |||
| 15:30 – 16:30 | Session 3 (Hall 1) Chair: Metodija Janceski, PhD | Session 4 (Hall 2) Chair: Aleksandar Stojmenski, PhD | ||
| Kalistrat Sandjakoski and Ljubinka Sandjakoska | From Bias to Fairness: Challenges in Artificial Intelligence Systems through a Social Systems Lens | Anita Petreska, Sasho Nikolovski, Blagoj Ristevski and Zaklina Cagoroska | Multifactorial ML approach for early cardiovascular disease detection | |
| Bogdan Jeliskoski and Irena Stojmenovska | Integrating UAV and Ground Sensory Networks for Enhanced City-Wide Air Quality Monitoring: A Review and Approach in Information Systems Management | Andrej Vuchkovikj, Nikola Kostadinov, Viktor Denkovski and Goce Gavrilov | Accessing a Windows Machine Using a Makeshift Rubber Ducky | |
| Nikola Kostadinov, Andrej Vuchkovikj, Viktor Denkovski and Marija Stankova Medarovska | Designing and Implementing a Game “Cryptic Chambers” to Explore Interactivity and Interoperability Using Flowgorithm and Visual Studio Code | Nikola Kushevski and Ivan Chorbev | Enhancing Software Reliability Through Automated Testing and Comprehensive Monitoring | |
| Hristijan Stevanoski and Dejan Gjorgjevikj | Advantages of Using Functional Programming for Commercial Software Development | |||
| 16:30 – 17:00 | Coffee break | |||
| 17:00 – 19:30 | Session 5 (Hall 1) Chair: Ivona Vasileska, PhD | Session 6 (Hall 2) Chair: Emil Stankov, PhD | ||
| Dimitar Mitrevski, Petre Lameski and Eftim Zdravevski | Machine Learning Algorithms in Airlines Delay Prediction | Stefan Mirchevski and Verica Bakeva | An approach for analyzing the cost function for one class of single-server queueing systems with hypoexponential service time | |
| Borjan Trajkoski and Petre Lameski | Sales and Demand Forecasting: A review of Statistical, Machine Learning and AI Methods | Klimentina Djeparoska, Aleksandra Dedinec and Anastas Mishev | Energy Efficiency in Cloud Computing | |
| Agon Osmani, Milos Jovanovik, Sasho Gramatikov and Riste Stojanov | Semantic Sky: A Gmail Plugin For Email Classification and Annotation | Simona Lakinska and Smilka Janeska-Sarkanjac | THE CONCEPT OF WORKING FROM HOME, ITS APPLICATION IN THE IT INDUSTRY AND EDUCATION IN OUR COUNTRY AND IN THE WORLD | |
| Marko Drakulovski, Riste Stojanov, Eftim Zdravevski and Petre Lameski | A short review of AI based recommendation systems | Pece Georgiev and Verica Bakeva | Analysis of a Macedonian Version of the Game Monopoly using Markov Chains | |
| Petar Tushev, Monika Simjanoska and Kostadin Mishev | An Overview of Deep Learning Methods for Speaker Diarization | Zorica Koceva and Slobodan Kalajdzhiski | Biological structures, proteins and connections building Electronic Skin | |
| Ana Mladenovska, Jovana Dobreva, Dimitar Trajanov and Riste Stojanov | Review of diagnosis prediction in medicine using MIMIC-III dataset | |||
| Mishel Mucunska, Aleksandar Stojmenski and Dimitar Trajanov | Transforming Actuarial Practice: From Linear Models to State-of-the-Art Solutions in Non-Life Insurance Pricing and Reserving | |||
| Irena Spiridonova, Goran Velinov, Nenad Anchev and Goran Petkovski | Overview of Initialization Methods in the Weather Research and Forecasting (WRF) Model: A Survey | |||
| 20:00 | Opening Ceremony | |||
| 20:15 | Dinner (Live Bend) | |||
| Saturday, 20 April 2024 | |||||
| 09:00 – 10:00 | Registration | ||||
| 10:00 – 11:00 | Invited Speaker: Barbara Korusic Seljak – “Let food be thy medicine and medicine be thy food” (Hall 1) | ||||
| 11:00 – 12:30 | Student Session 1 (Hall 1) Chair: Bojan Ilijoski, PhD | Student Session 2 (Hall 2) Chair: Pance Ribarski, PhD | / | ||
| Teodora Gorgieva, Milena Trajanoska and Dimitar Trajanov | Sequence Pattern Mining for Consumer Behavior Prediction | Marina Dodevska and Nikola Janev | Security in optical networks | ||
| Joana Ilievska, Andrej Daskalov, Simon Anastasov, Marija Gjorgjieva, Gligorcho Gligorov and Kostadin Mishev | ParkBoosting: Enhancing Parking Efficiency through ML Predictions | Marina Dodevska, Slavica Mileva Eftimova and Ana Madevska Bogdanova | Digital Storytelling Tools for Young Students | ||
| Simon Atanasovski, Dielza Sherifi, Krste Gosharevski, Vesna Dimitrova and Elissa Mollakuqe | The Impact of Parental Engagement on Cyberbullying Prevention: Exploring the Role of Cybersecurity Education | Nikola Janev, Jovana Dobreva and Vesna Dimitrova | Investigating CISCO IOS | ||
| Teodor Angelovski, Milena Trajanoska and Dimitar Trajanov | Effort Estimation of Tasks in ICT Projects using Natural Language Processing Methods | Tamara Stojanova, Filip Samardjiski, Sonja Petrovska and Andrej Sterjev | Use of Genetic Algorithms for Neural Network Architecture Optimization | ||
| Nikola Jovanovski and Vlatko Spasev | Development and Evaluation of a Self-Playing Arduino-Based Guitar | Anela Ejupi, Angela Kocevska, Marija Ilieva, Ana Zaharijeva and Kostadin Mishev | Smart Web Crawler – A Tool for AI-based Web Content Extraction | ||
| Stefan Angelovski and Vlatko Spasev | Revolutionizing Automation with Robotic Arms | Pece Georgiev and Verica Bakeva | Analysis of a Macedonian Version of the Game Monopoly using Markov Chains | ||
| Teona Kuzmanovska and Georgina Mirceva | Process Mining – An Overview of Algorithms, Tools and Robotic Process Automation | ||||
| 12:30 – 13:00 | Coffee break | ||||
| 12:30 – 14:00 | Student Session 3 (Hall 1) Chair: Ilinka Ivanovska, PhD | Student Session 4 (Hall 2) Chair: Ana Madevska Bogdanova, PhD | CyberMACS Workshop: Applying Cryptography for Advanced Cybersecurity Solutions (Hall 3) | ||
| Dimitar Peshevski, Nikola Hristov, Lina Nakova, Ana Todorovska and Dimitar Trajanov | Forecasting the logarithmic returns of stock market prices using sentiment analysis | Ljubica Ristovska | (Student Paper)The unsecure unique Citizen identification number (EMBG) and a proposal for Secret Personal Number | ||
| Milan Todorovikj, Filip Trajkovikj, Ana Todorovska and Dimitar Trajanov | Cross-Border Trends: Analyzing the Interplay of Food Prices in Balkan Countries | Kiril Avramoski and Ilinka Ivanoska | Impact of Artificial Bee Colony population size on Hyperparameter optimization of a Random Forest Classifier | ||
| Stefanija Trifunovska, Dea Pahumi, Anastasija Bogdanovska, Jovana Dobreva, Mary Lucas, Irena Vodenska, Lou Chitkushev and Dimitar Trajanov | Analyzing Twitter Posts for Emotional Distress: A Comprehensive Large Language Model Approach for Sentiment Analysis of Depression and Anxiety | Velin Gjorgiev, Vlatko Spasev and Monika Simjanoska | AirGuard: Innovations in Embedded Systems for Optimal Indoor Air Quality and Human Well-Being | ||
| Sara Apostolovska, Verche Petrushevska, Marko Ilioski and Vlatko Spasev | Robotic assistance in disaster relief efforts: Challenges and advancements | Boris Gjorgjievski, Stefan Saveski, Stefan Andonov and Riste Stojanov | CleanCodeMK: Online coding platform for FCSE students | ||
| Elena Atanasoska, Bojana Marojevikj, Ana Todorovska, Vojdan Kjorveziroski, Vladislav Bidikov, Kostadin Mishev and Riste Stojanov | Empowering Academic Excellence: A Case Study of Student-Faculty Collaboration in Developing and Maintaining IT Solutions at FCSE | David Arsov, Teo Kitanovski and Mile Jovanov | Crossword Generation as a Constraint Satisfaction Problem | ||
| Ema Pandilova, Elena Atanasoska, Marko Petrov and Vlatko Spasev | Internet of Things (IoT) in Precise Agriculture: An overview | Marija Stojcheva, Aleksandra Dedinec and Jana Prodanova | Exploring Trends in Air Pollution Awareness: Three Years of Social Media Analysis in North Macedonia | ||
| 14:00 – 15:30 | Lunch break | ||||
| 16:00 – 17:00 | Invited Speaker: Hassan Dag – “(Cyber) Security Concerns during the ICT Application Domain Expansion” (Hall 1) | ||||
| 17:00 – 17:30 | Coffee break | ||||
| 17:30 – 19:00 | Student Session 5 (Hall 1) Chair: Andreja Naumoski, PhD | Student Session 6 (Hall 2) Chair: Bojana Koteska, PhD | CyberMACS Workshop: Applying Cryptography for Advanced Cybersecurity Solutions (Hall 3) | ||
| Nikola Basheski and Verica Bakeva | Stochastic Processes in Finance and Trading | Andrej Slavejkov and Ilinka Ivanoska | Comparative Analysis of Hyperparameter Optimization Methods for Neural Networks: A Case Study on Apple Quality Prediction | ||
| Teodora Mladenovska and Biljana Risteska Stojkoska | Detection of stressed and healthy potato crops using Yolov7 from UAV collected images | Nikola Petrovski, Vladimir Zdraveski and Marjan Gusev | Real-time Atrial Fibrillation Detection using Apache Kafka | ||
| Teodor Angeleski and Vlatko Spasev | A review of deep learning methods for semantic segmentation of remote sensing imagery | Stamencho Bogdanovski and Biljana Stojkoska | Smart Home Power Monitoring System | ||
| Pece Georgiev, Lucija Tonkovikj and Vlatko Spasev | Enhancing Hex Gameplay using an AI-Powered Assistive Robot Agent | Toshe Petrovski and Marjan Gushev | Cost Efficiency and Effectiveness Comparison of Container vs Function as a Service | ||
| David Arsov, Igor Goshev and Vlatko Spasev | Application of drones in agriculture | Arnen Telkjiu | A Topic Modeling Approach to Industry Classification | ||
| Ivana Andreevska, Dijana Andova, Bojana Zdravkovska, Jovana Trajcheska and Kostadin Mishev | Call-Centers in the Era of AI: Opportunities and Challenges | Stefani Kulebanova, Jana Prodanova and Aleksandra Dedinec | Analysing a Decade of Air Pollution Trends and Media Coverage | ||
| 19:00 – 19:30 | Closing Ceremony | ||||
| 20:00 | Gala Dinner (Live Bend) | ||||
| Sunday, 21 April 2024 | ||
| Time | Activity | |
| 10.00 – 12.00 | Social Activities | |