2024 IEEE 65th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS'2024)

Conference Program

Thursday October 3rd, 2024 (Online)

• 10:00 – 10:15: Workshop Opening - Jānis Grabis, Prof. Dr., Riga Technical University; Oksana Ņikiforova, Prof. Dr., Riga Technical University

Session 1

Session Co-Chairs:
Oksana Ņikiforova, Prof Dr, Riga Technical University
Sergejs Paršutins, Assoc Prof Dr, Riga Technical University

• 10:15 – 10:30: Innovative Solutions in Planning and Management of Transportation of Forestry and Agriculture Products: Project Summary - Vitalijs Bolsakovs, Andrejs Romanovs, Jurijs Merkurjevs, and Rolands Feldmanis
• 10:30 – 10:45: Comprehensible software architecture visualization with C4 model for WRM ecosystem members - Lauma Jokste and Janis Kampars
• 10:45 – 11:00: Educational Group Project Organization Approaches and Their Impact on Student Academic Performance - Natalya Prokofyeva, Marina Uhanova, Diana Zagulova, Sabina Katalnikova, Viktorija Ziborova, and Maksims Uhanovs
• 11:00 – 11:15: Cryptography methods in protecting financial transactions - Daria Bashminova, Mansur Gergokov, and Vsevolod Ovchinnikov
• 11:15 – 11:30: Advanced Portfolio Optimization Using Copula and GARCH Models: A High-Performance Computing Approach for the European Stock Market - Jegors Fjodorovs, Andrejs Matvejevs, and Anastasija Vasiljeva
• 11:30 – 11:45: Performance Comparison of Routing Protocols in VPN Networks: Focus on DMVPN, FlexVPN, Single Hub, and Dual Hub Scenarios - Ints Meijers
• 11:45 – 12:00: Extension of Multiple L3VPN Services over FlexVPN Using Internet Best-effort Underlay Transport - Ints Meijers
• 12:00 – 12:15: LIDAR Dataset Validation for Enhancing Vegetation Management in Distribution System Operator Powerline Infrastructure - Diana Gauce and Anna Litvinenko
• 12:15 – 12:30: Discovery phase of implementing Scaled Agile Framework for data platform project - Bohdan Haidarbus
• 12:30 – 12:45: Technical solutions for the development of web-based assistants utilizing AI - Henrihs Gorskis
• 12:45 – 13:00: Research Approach Design for Application of Process Mining Techniques in Discrete Event Simulation - Irina Sitova and Jelena Pecerska
• 13:00 – 13:15: Optimizing IoT Security: A Machine Learning Pipeline for Fast and Accurate Intrusion Detection - Keertan Balaji, Kunal Chavan, Smridh Varma, and Srikara Rao
• 13:15 – 13:30: Digital Tool for Cardiovascular Diseases Associated Risk Assessment and Awareness Using Systematic Coronary Risk Evaluation (SCORE2) Algorithm - Emil Syundyukov, Anna Luize Rezevska, Marek Postula, Ieva Danovska, Renda Forstmane, Martins Erglis, Roberts Lasovskis, Agate Kalcenaua, and Martins Mednis
• 13:30 – 13:45: Web-based Platform for Cardiovascular Diseases Associated Risk Assessment and Personalized Remote Patient Monitoring - Anna Luize Rezevska, Ieva Danovska, Svjatoslavs Kistkins, Martins Erglis, Roberts Lasovskis, Arnolds Bogdanovs, Agate Kalcenaua, Ilva Kononova, Martins Mednis, and Emil Syundyukov
• 13:45 – 14:00: Enhancing Security and Performance in PyTorch: A Hybrid Fuzzing Approach - Varun Chawla

Friday October 4th, 2024 (On-site)

• 09:00: Registration
• 09:30: Opening 2nd day - Jānis Grabis, Prof. Dr., Riga Technical University; Oksana Ņikiforova, Prof. Dr., Riga Technical University

Session 2

Session Co-Chairs:
Inese Poļaka, Assoc Prof Dr, Riga Technical University
Bohdan Haidabrus, Senior researcher, Dr, Riga Technical University

• 09:45 – 10:00: Unified AI-Driven Digital Twin Framework for Diagnosing Myocardial Infarction and Stroke: Structural Insights - Marta Narigina, Andrejs Romanovs, and Yuri Merkuryev
• 10:00 – 10:15: Hybrid Serverless Processing in Environmental Monitoring - Building Digital Twin - Marek Konieczny, Szymon Musiał, and Sławomir Zieliński
• 10:15 – 10:30: IT Governance in Critical Sectors: Towards the NIS2 Implementation - Matiss Veigurs, Tomass Lasmanis, and Andrejs Romanovs
• 10:30 – 10:45: Cybersecurity in SCADA Systems with Advanced AI and ML Techniques - Heinrihs Skrodelis and Andrejs Romanovs
• 10:45 – 11:15: NetFlow Anomaly Detection Dataset Creation for Traffic Analysis - Evita Roponena, Inese Poļaka, and Jānis Grabis
• 11:15 – 11:30: Usability of Classic SIR and Diffusion Models for Assessing Malware Spread in the Early Stages of Infectious Diseases - Egils Ginters, Miquel Angel Piera Eroles, and Andrejs Romanovs
• 11:30 – 11:45: A short-dive into transformer based language models: A literature review - Ralfs Matisons, Rūta Pirta, and Jānis Grabis
• 11:45 – 12:00: From Models to Interfaces: Leveraging the Two-Hemisphere Model for Automated UI Generation - Kristaps Babris and Oksana Nikiforova

Session 3

Session Co-Chairs:
Jana Bikovska, Assist Prof Dr, Riga Technical University
Jeļena Pečerska, Assoc Prof Dr, Riga Technical University

• 12:00 – 12:15: Adapting IT Governance for the Artificial Intelligence Age: Trends and Practices - Kaspars Ābelnīca, Guntis Petrovskis, Agris Vindecs, and Andrejs Romanovs
• 12:15 – 12:30: Systematic Literature Review on Model Transformation for Advanced Generation of Pipelines within DevOps Solutions - Uldis Karlovs-Karlovskis and Oksana Ņikiforova
• 12:30 – 12:45: Predictive and optimisation models for AI driven electricity balancing platform - Jānis Kampars, Jānis Grabis, Viesturs Pavlovs, Guna Soloveja, and Toms Stālmans
• 12:45 – 13:00: Capabilities for the Strategic Alignment of Sustainability and Digitalization in Manufacturing: Insights from Theory and Practice - Christian Kürpick, Nick Schreiner, Laura Krauß-Kodytek, Arno Kühn, Sabrina Plass, and Thorben Scholz
• 13:00 – 13:15: Application of the DEMATEL Method for Determination of Synthetic Criterion Weights - Oleg Uzhga-Rebrov and Andrejs Matvejevs
• 13:15 – 13:30: The Second Order Logistic Smooth Transition Autoregressive Model
• 13:15 – 13:30: The Second Order Logistic Smooth Transition Autoregressive Model for Unemployment Rate of Latvia - Oksana Pavlenko and Liana Zeltina
• 13:30 – 13:45: Spatial Modeling of Manufacturing Facilities with Layout - Ralfs Matisons, Jānis Grabis, Edgars Mendizņš, and Inga Laksa

Coffee break: 13:30 - 14:30