IIT.SRC 2026

2026 INNOVATIVE INFORMATION TECHNOLOGY SCIENTIFIC RESEARCH CONFERENCE

APRIL 29-30

SLOVAK UNIVERSITY OF TECHNOLOGY IN BRATISLAVA, FACULTY OF INFORMATICS AND INFORMATION TECHNOLOGY

CONFERENCE PROGRAM

APRIL 29TH 2026 (WEDNESDAY)

Start timeTitleRoom
8:30RegistrationMain entrance
9:00Opening (chair: Michal Kovac)Aula Magna
9:15Keynote Speech – Dr. Omar Aldhaibani (chair: Silvester Czanner)Aula Magna
10:15Coffee Break

Session 4A: Advances in Artificial Intelligence and Machine Learning Applications (Chair: Pavle Dakić)

Start timePaper IDTitleAuthorsSession NumberRoom
10:4561Deep Learning-Based Multiclass Segmentation of Breast Cancer Histopathology Images Using Advanced Neural NetworksViliam Vachan, Dominik Teplan, Matúš Šikula, Martin Komák,
Fedor Lehocki and Martin Bobák
4AConference Room A
11:0052Deep Learning Approaches for Brain Tumor Segmentation: A Comparative Study of Multi-Class Pituitary Region and Multi-View Binary SegmentationTomáš Majerník, David Truhlář, Tomáš Brček, Martin Komák,
Martin Bobák and Fedor Lehocki
4AConference Room A
11:1513A Pipeline for Source-Grounded Learning Object and Item Generation from PDF Materials Using Large Language ModelsMartin Štefanko and Ján Lang4AConference Room A
11:3021Comparing Local and Cloud AI Models for Intelligent Assistance in Web Development EnvironmentsKyrylo Karunnyi and Jan Lang4AConference Room A
11:4534A Comparative Study of Contextual Bandit Algorithms in Stationary and Non-Stationary EnvironmentsJán Martin Pingyak and Giang Nguyen Thu4AConference Room A

Session 4B: Applied Artificial Intelligence: Detection, Fairness, and Reliable Systems (chair: Ivan Homoliak)

Start timePaper IDTitleAuthorsSession NumberRoom
10:4540Detecting Unusual Behaviour in Wireless Networks Using Artificial Intelligence: A Comparative Study on the AWID3
Dataset
Alexandra Vetrov and Rastislav Bencel4BConference Room B
11:0015Fairness Analysis of Job Notices under EU Regulations using Word Embeddings and LLMs: A Greek Case StudyAsimina Dimara, Stamatis Chatzistamatis, Nikolaos
Zafeiropoulos, Emmanouil Mavrikos, Christos Papadakis,
Konstantinos Kotis and George E. Tsekouras
4BConference Room B
11:1546Automatic Detection of Progression to Mild Cognitive Impairment Using MRI DataLenka Husárová, Dmytro Furman and Martina Billichová4BConference Room B
11:3030Progressive Knowledge-Driven Defect Detection Based on InvariantsSemen Pobrodilin and Jakub Perdek4BConference Room B
11:4542Scalable Orchestration of Multi-Model Pipelines Focusing on Model Bias Reduction in Tumor AnalysisMatej Šplhák, Olesia Buryk and Monika Kováčová4BConference Room B

Session 4C: Language Technologies and Software Systems: Methods, Tools, and Applications (chair: David Minor)

Start timePaper IDTitleAuthorsSession NumberRoom
10:459A Framework for Verifying Citation Support Across Languages Using Multilingual Sentence EmbeddingsMartin Kubis, Jakub Dubec, Pavol Batalik and Jan Lang4CConference Room C
11:0064Automated Generation of Interconnected Learning Objects Using a Large Language ModelMartin Demčák and Ján Lang4CConference Room C
11:1586Transformation Taxonomy in a Framework for Software Product Line CreationAnetta Langová and Jakub Pardek4CConference Room C
11:3033Towards a Developer Security Tool for Cross-Site Scripting Prevention at the Elm–JavaScript Boundary: An Iterative Design StudyRené Bukovina and Ivan Kapustik4CConference Room C
11:4588Automated processing of professional text with respect for the intellectual property of the authors of the sources usedRichard Zahoransky, Jakub Dubec, Pavol Batalik and Jan Lang4CConference Room C
12:15Lunch Break

Session 5A: AI-Driven Cybersecurity: Threat Detection, Analysis, and Incident Response (chair: Rastislav Bencel)

Start timePaper IDTitleAuthorsSession NumberRoom
13:1520Usage of soft prompts to detect suspicious and threatening activity in operational dataJakub Gašparín, Andrej Ralbovský and Ivan Kotuliak5AConference Room A
13:3054Detection of malicious HTTP traffic using Large Language ModelsPatrik Kosmál, Andrej Ralbovský and Ivan Kotuliak5AConference Room A
13:4574Process of validation forensically handled log records in the cloud environment of the financial institutionOndrej Lesák and Marek Zeman5AConference Room A
14:0049Application of Agentic AI for Cybersecurity Incident HandlingŠimon Valíček, Andrej Ralbovský and Ivan Kotuliak5AConference Room A
14:1585Exploring the Discriminative Power of SMPL-Derived Body Proportions: An Initial InvestigationSamuel Šimún, Tomáš Goldmann and Jan Pluskal5AConference Room A
14:3039Runtime Profiling in Augmented RealityMichal Kilian and Juraj Vincur5AConference Room A

Session 5B: AI Systems and Data-Driven Applications Across Domains (chair: Fedor Lehocki)

Start timePaper IDTitleAuthorsSession NumberRoom
13:1551TOXIPRED: A Machine Learning Platform for Phototoxicity Prediction Across Multi‑Assay QSAR ModelsMarta Šoltésová Prnová, Erik Roganský, Samuel Račák, Alec
Rybár, Anna Pylypenko, Sofiya Barannikova, Dariia Sira and
Lukáš Šoltés
5BConference Room B
13:3058LexAI: Intelligent AI system for the creation and analysis of commercial legal contractsJozef Židuliak, Mário Babiar, Adam Candrák, Heorhi Davydau,
Vladyslav Gusiev, Samuel Csető, Peter Brandajský, Martin
Komák and Giang Nguyen
5BConference Room B
13:452A Hybrid Approach to Municipal Waste Collection Route OptimizationRoman Rigó, Petra Hlavinová, Patrik Břečka, František
Babič, Pavol Petrovič and Dominik Cachovan
5BConference Room B
14:0055Design and Migration of a Bare-Metal Event Gateway to a Scalable Event-Driven Serverless Architecture on AWS with Integrated Foundation Model-Based Automated JSON AnalysisDarius-Dušan Horvath, Frederik Duvač, Peter Farkaš, Denis
Ivan, Adrián Komanek and Martin Sivák
5BConference Room B
14:1548GenBoard: A Web-Based Platform for Real-Time Monitoring and Management of Genomic Analysis PipelinesMartin Vančo, Richard Šléher, Andrej Vyšný, Peter Hubina,
Adriana Gemeľová, Jakub Jelínek, Matej Hrnčiar and Michal
Kováč
5BConference Room B
14:3080Comparative Evaluation of Monocular Metric Depth Estimation Models for Vehicle Distance EstimationZdenko Kanoš and Rastislav Bencel5BConference Room B

Session 5C: Human-Centered and Ethical AI: Methods, Systems, and Applications (chair: Kristián Košťál)

Start timePaper IDTitleAuthorsSession NumberRoom
13:153Ethics-Driven AI Innovation in Healthcare Supply Chains: Ethical Risks and Governance FrameworksVivien Leuba and Noémi Piricz5CConference Room C
13:3082Model-Dependent Effects of GGUF Quantization on Schema-Conditioned Web Extraction with Local LLMsAndrej Vyšný and William Brach5CConference Room C
13:4578Designing AI Agents for Personal Assistance: Human Perceptions and Design ConsiderationsPatrik Hitka and Richard Marko5CConference Room C
14:0025Are mutational signatures a valid tool to detect tobacco consumption among patients with NSCLC cancer?Jan Sliacky5CConference Room C
14:1519Implementation of a Finite Automaton Simulator in Elm languageJakub Mitický and Ivan Kapustík5CConference Room C

Final program

Start timeTitle
14:30Coffee Break
14:45Academic Discussion + Best Papers Award ceremony

APRIL 30TH 2026 (THURSDAY)

09:00    Organization Committee meeting (Conference Room A)

10:45     Plenary session  (Conference Room A)

12:15     Lunch Break

13:15     Plenary session  (Conference Room A)

INSTRUCTION FOR ORAL PRESENTATION:

  1. Timetable: presentation of a maximum of 10 minutes, followed by questions. Make sure your presentation is timed well. Keep in mind that the program is full and that the speaker will want to have their allotted time available after you.
  2. You can use a CD or USB stick (memory key) and make sure that you have checked your computer for viruses. Each speaker must meet with their chairperson in the appropriate meeting room 10 minutes before the start of the meeting and copy the slide file (PPT or PDF) to their computer.
  3. It is recommended that you email a copy of your presentation to your personal mailbox as a backup. If for some reason you cannot access the files on your USB stick, you will be able to download them to your computer from your email.
  4. Please note that each meeting room will be equipped with an LCD projector, screen, point and shoot device, microphone and a laptop with general presentation software such as Microsoft PowerPoint and Adobe Reader. Please ensure that your files are compatible and readable with our operating system using commonly used leading characters and symbols. If you plan to use your own computer, please test the connection before presenting and ensure that it works.
  5. Films: If your PowerPoint files contain films, please ensure that they are properly formatted and linked to the main files.