Master’s Students
Samuel Fodor, BSc
Large Language Models for Detecting Toxic Behavior
Supervisor: Dr. Martina Szabóová
Tomáš Gamrát, BSc
Modelling Toxic Behaviour in Web Discussions
Supervisor: assoc. prof. Marián Mach
Lucia Helmeciová, BSc
Large Neural Network Models in Federated Learning for Social Robotics
Supervisor: prof. Peter Sinčák
Roman Hudák, BSc
Identification of Industrial Processes from Time Series
Supervisor: Dr. Ján Magyar
Adam Ivanecký, BSc
Using Artificial Intelligence for Community Analysis in Web Discussions
Supervisor: assoc. prof. Marián Mach
Martin Katona, BSc
Integration of Capsule and Graph Neural Networks for Explainable Artificial Intelligence
Supervisor: prof. Peter Sinčák
Dominik Krajňák, BSc
Using Artificial Intelligence for Developing Intelligent Agents
Supervisor: Dr. Ján Magyar
Viliam Suchý, BSc
Automatic Piano Fingering Extraction from Youtube Videos
Supervisor: Dr. Martina Szabóová
Ján Šverha, BSc
Using Deep Learning in Biomedicine
Supervisor: assoc. prof. Marek Bundzel
Bachelor’s Students
Volodymyr Bilichenko
Reinforcement Learning for Solving Combinatorial Optimization Problems
Supervisor: assoc. prof. Marián Mach
Oleksandr Bodnar
Damaged Image Reconstruction Using CNN
Supervisor: assoc. prof. Marek Bundzel
Daniil Dubovyi
Using Generative Artificial Intelligence for Long-Term Interaction with a Personalized Tutor
Supervisor: Dr. Ján Magyar
Rastislav Ďurica
Community Detection Using Nature Inspired Metaheuristics
Supervisor: assoc. prof. Marián Mach
Dávid Firda
Adaptive Study Action Recommendation for Personalized Learning
Supervisor: Dr. Ján Magyar
Jakub Foľta
Detection of Online Sexism
Supervisor: Dr. Martina Szabóová
Rostyslav Fotiuk
Neural Network Pruning
Supervisor: assoc. prof. Marián Mach
Eleonora Frolova
Solving Selected Problems Using SAT Encoding
Supervisor: assoc. prof. Marián Mach
Tamás Géczi
Processing News Articles
Supervisor: Dr. Ján Magyar
Mykyta Golovchyk
Importance of Neural Networks with Transformers for Data Analysis
Supervisor: prof. Peter Sinčák
Yevhen Haidash
Automatic Transcription of 3D Mayan Stelae Models into 2D Abstract Form
Supervisor: assoc. prof. Marek Bundzel
Andrii Hantsiak
Basic Principles of Graph Capsule Convolutional Neural Networks
Supervisor: prof. Peter Sinčák
Daniel Haraksim
Emotion Cause Analysis in Conversations
Supervisor: Dr. Martina Szabóová
Samuel Heteš
Use of Artificial Intelligence in Detecting Fraud in Accounting
Supervisor: Dr. Martina Szabóová
Varvara Cherniavska
Predictive Analysis of Covid Patients Data – Retrospective Study
Supervisor: assoc. prof. Marek Bundzel
Michal Jerga
Analysis of Toxic Behaviour in Social Media Using LLMs
Supervisor: assoc. prof. Marián Mach
Jakub Kaliňak
Comparison of Selected Reinforcement Learning Algorithms
Supervisor: assoc. prof. Marián Mach
Jozef Király
Movement Detection of Players During Match
Supervisor: assoc. prof. Marián Mach
Tomáš Klein
Effective Utilization of Computing Systems for AI-Related Tasks
Supervisor: prof. Peter Sinčák
Consultant: Dr. Martin Hasin
Ivan Kulichev
Generating of a 3D model of Mayan Settlements Based on an Existing Segmentation Map
Supervisor: assoc. prof. Marek Bundzel
Khrystyna Kuzma
Review of RAG (Retrieval-Augmented Generation) Technologies and Their Applications
Supervisor: prof. Peter Sinčák
Maksym Kuznietsov
Contrastive Learning for Sexism Identification
Supervisor: Dr. Martina Szabóová
Valentyn Lieshchuk
Modelling Student Skills and Knowledge
Supervisor: Dr. Ján Magyar
Oleksandr Lukanynets
Web Application for the Visualization and Annotation of Cultural Heritage Objects
Supervisor: assoc. prof. Marek Bundzel
Tomáš Macák
Using Reinforcement Learning for Image Data Segmentation
Supervisor: Dr. Ján Magyar
Tomáš Makó
Processing Biomedical Images Using Deep Learning
Supervisor: assoc. prof. Marek Bundzel
Peter Maník
Prompting vs Fine-tuning
Supervisor: Dr. Martina Szabóová
Arsenii Milenchuk
Generating Medical Records from X-Ray Image Data
Supervisor: Dr. Martina Szabóová
Consultant: Maroš Hliboký, MSc
Yurii Murha
Face Recognition in Camera Footage
Supervisor: Dr. Ján Magyar
Polina Mykhailenko
Alternative Architectures of Neural Networks
Supervisor: assoc. prof. Marián Mach
Mariia Paik
Integrated Development Environments for Work with Large Models
Supervisor: prof. Peter Sinčák
Stanislav Polianychko
Development of Computer Game for Rehabilitation Using Rehapiano Device
Supervisor: assoc. prof. Marek Bundzel
Nikita Pohorilyi
Basic Principles of Visual Transformers in Neural Networks
Supervisor: prof. Peter Sinčák
Anatolii Porplytsia
Convolutional Neural Networks in Medical Image Processing
Supervisor: Dr. Ján Magyar
Ilya Rekun
Basic Principles of Federative Learning for Social Robotics
Supervisor: prof. Peter Sinčák
Ruslan Pylypiv
Multimodal Emotion Detection from Videos
Supervisor: Dr. Martina Szabóová
Dmytro Sholtys
Acquisition and Analysis of Data from a Rehabilitation Device
Supervisor: assoc. prof. Marek Bundzel
Oleksandr Shtefan
Automatic Detection of Generated Text
Supervisor: Dr. Martina Szabóová
Jonáš Sirotňák
Transcription of Slovak Sign language
Supervisor: Dr. Martina Szabóová
Lukáš Skopár
Implementing an AI Conversational Robot Compatible with the AiA Platform
Supervisor: Dr. Ján Magyar
Consultant: Dr. Frederik Valocký
Ivana Soláriková
Basic Methods of Explainable AI in Medicine
Supervisor: prof. Peter Sinčák
Consultant: Radovan Kavický, MSc
Bahdan Sudas
Auto Prompting for LLMs
Supervisor: Dr. Martina Szabóová
Filip Szeman
Metaheuristics for Reinforcement Learning
Supervisor: assoc. prof. Marián Mach
Mark Tesher
Text Fragment Classification
Supervisor: assoc. prof. Marián Mach
Ivan Tkachenko
Using Reinforcement Learning for Object Detection in Image Data
Supervisor: Dr. Ján Magyar
Roman Trehub
Searching Mayan Glyph Marks in Vocabularies
Supervisor: assoc. prof. Marek Bundzel
Oleksandr Trubaiev
Web Application for the Design of Augmentation Pipeline for Image Data
Supervisor: assoc. prof. Marek Bundzel
Consultant: Maroš Hliboký, MSc
Nazarii Tymochko
AI Methods for Digital Twins
Supervisor: prof. Peter Sinčák
Consultant: Maroš Stredanský, MSc
Yaroslav Zhuravskyi
Knowledge Distilation
Supervisor: assoc. prof. Marián Mach
Kyryl Zuiev
Analysis of Hierarchical Structures in Capsule Neural Networks
Supervisor: prof. Peter Sinčák
Consultant: Dr. Dominik Vranay