ITAT 2025
Information Technologies – Applications and Theory 2025

Table of Contents

• Preface
  Summary: There were 42 papers submitted for peer-review to this conference. Out of these, 34 papers were accepted for this volume as regular papers. Moreover, 2 papers and 3 abstracts of invited lectures are included.

Invited Talks

• 60 Years of Evolution Strategies in 60 Minutes (Invited Paper) 1
  Dirk Arnold
• Scenes-and-Frames Semantics and Its Possibilities in Building a Knowledge Database of the Slovak Language (Invited Paper) 2-16
  Peter Kostelník, Martina Ivanová
• Kernel P Systems and Connections With Membrane Systems (Invited Paper) 17-19
  Marian Gheorghe
• Computational and Machine Learning Methods to Study Genomics of Diseases (Invited Paper) 20
  Fereydoun Hormozdiari
• From Ink to Algorithms: AI-Powered Processing and Cryptanalysis of Historical Ciphers (Invited Paper) 21
  Eugen Antal

Computational Intelligence and Data Mining – 13th International Workshop (IWCIDM 2025)

• Neurosymbolic Learning With Random Forest 22-30
  Michal Barnišin, Lubomír Popelínský
• Comparison of Monte Carlo Tree Search Variants 31-46
  Peter Guba, Jakub Gemrot
• Design of Transformer-Based QA Systems for Logistic Data 47-57
  Martin Bača, Šimon Horvát
• Network Text Analysis Framework for Mapping Research Trends: A Neural Architecture Search Case Study 58-68
  Petra Vidnerová, Roman Neruda
• Precipitation and Cloud Forecasting Using Radar Data and Encoder-Decoder Convolutional LSTM 69-80
  Bianka Szepesiová, Richard Staňa
• Isolated Sign Language Recognition Using Deep Learning 81-92
  Barbora Ľapinová, Ľubomír Antoni, Šimon Horvát
• Factors That Impact Success in Higher Education: Analysis of Educational Data 93-104
  Diellor Hoxhaj, Jan Hric, Iveta Mrázová
• Textual Embeddings with Word-Type-Weighted Word2Vec and Graph Neural Networks 105-113
  Theodor Ladin, Lukáš Korel, Martin Holeňa
• Deep Segmentation of Fuel Rod End Plugs for Nuclear Assembly Inspection 114-127
  Vojtěch Bláha, Jan Blažek
• A Practical Guide to Method Selection for Feature-Poor Bipartite Graphs: From Traditional Baselines to Graph Neural Networks 128-141
  Pavel Procházka, Daniil Buchko

6th Workshop on Automata, Formal and Natural Languages (WAFNL 2025)

• Automated Construction of Legal Terminology Thesaurus 142-152
  Zoltán Szoplák, Peter Gurský, Dávid Varga, Šimon Horvát, Stanislav Krajči
• Rule-Based Sentiment Analysis of Macedonian 153-163
  Sofija Kochovska, Branko Kavšek, Jernej Vičič
• Corpus Frequencies in Morphological Inflection: Do They Matter? 164-178
  Tomáš Sourada, Jana Straková
• From the Prague Dependency Treebank to the Uniform Meaning Representation: Gold-Standard Czech UMR Data and Partial Automatic Conversion 179-190
  Markéta Lopatková, Hana Hledíková, Jan Štěpánek, Daniel Zeman
• LR Parsing of Permutation Phrases 191-204
  Jana Kostičová
• Complete CF(¢,$)-Grammars, Pumping Reductions, and Regularity 205-214
  František Mráz, Dana Pardubská, Martin Platek, Martin Procházka, Marta Vomlelová
• A Unifying Approach to Picture Automata 215-229
  Yvo Ad Meeres, František Mráz

Workshop on Natural Computing (WNC 2025)

• Remarks on the Universal Approximation Property of Feedforward Neural Networks 230-241
  Jiří Kupka, Zahra Alijani, Petra Števuliáková
• Tuning of Language Models in Eastern European Languages on Twitter/X 242-252
  Tomáš Filip, Martin Pavlíček, Petr Sosík
• Modified P Colony With Rule Application Intensity 253-263
  Lucie Ciencialová, Luděk Cienciala
• Compatibility of IR Colonies and Protocols for Communication Between IoT Devices 264-279
  Šárka Vavrečková
• Effective Modifications of Self-Organizing Migrating Algorithm 280-291
  Radka Poláková, Daniel Valenta

Workshop on Bioinformatics and Computational Biology (WCBC 2025)

• Brightfield Cell Segmentation Without Labels or Learning 292-301
  Xénia Richnáková, Viktória Hodorová, Jiří Hladůvka
• Weighted de Novo Clustering of Third-Generation Transcriptomic Datasets 302-312
  Luca Denti, Yoshihiro Shibuya
• Local Enrichment of Genomic Annotations 313-325
  Jakub Drobný, Broňa Brejová
• Seeing Through Hairballs: Simplifying Pangenome Graphs 326-333
  Martin Senderák, Tomáš Vinař
• Bafiq: BAM Flag Index Tool for Faster Repeated Queries of Mapped Reads 334-342
  Jan Kotrs, Matej Lexa

Workshop on Applied Security (WAS 2025)

• Overview of Reverse Shell Techniques 343-357
  Dušan Bernát, Matúš Bucher
• Formal Concept Analysis and Attribute Dependencies of NIST Data Leakage Case 358-368
  Ľubomír Antoni, Pavol Sokol, Sophia Petra Krišáková, Dominika Kotlárová, Ondrej Krídlo, Stanislav Krajči
• Reconstruction of the Image Captured by TempestSDR 369-378
  Filip Tuch, Richard Ostertág
• Identification of Malicious Slovak Domains Using Machine Learning 379-394
  Vanda Matušíková, Eva Marková, Rastislav Krivoš-Belluš, Sophia Petra Krišáková
• Bad Cipher Design: Chessography and Cascaded Spin Shuffle 395-403
  Martin Stanek
• Data-Driven Digital Forensics: Anomaly Detection in Mozilla Firefox 404-413
  Zuzana Hennelová, Pavol Sokol, Tomáš Bajtoš, Sophia Petra Krišáková
• Impact of Cybersecurity Incidents on Stock Prices 414-421
  Richard Ostertág, Martin Stanek