| Vol-3226 urn:nbn:de:0074-3226-1 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ITAT 2022
Information Technologies – Applications and Theory 2022

### Proceedings of the 22nd Conference Information Technologies – Applications and Theory (ITAT 2022)

### Zuberec, Slovakia, September 23-27, 2022.

Edited by

### Lucie Ciencialová *
Martin Holeňa **
Róbert Jajcay ***
Tatiana Jajcayová ***
František Mráz ****
Dana Pardubská ***
Martin Plátek ****

* Silesian University in Opava, Faculty of Philosophy and Science in Opava, Czech Republic
** Academy of Sciences of the Czech Republic, Institute of Computer Science, Prague, Czech Republic
*** Comenius University in Bratislava, Faculty of Mathematics, Physics and Informatics, Bratislava, Slovakia
**** Charles University in Prague, Faculty of Mathematics and Physics, Prague, Czech Republic

## Table of Contents

- Preface
  Summary: There were 33 papers submitted for peer-review to this conference. Out of these, 25 papers were accepted for this volume as regular papers. Moreover, 3 abstracts and 1 regular paper of invited lectures are included.

### Invited Talks

- THEaiTRE: Automatically Generating Theatre Play Scripts (invited paper) 1
  Rudolf Rosa
- Towards Deep and Interpretable Rule Learning (invited paper) 2
  Johannes Fürnkranz
- An introduction to Computational Graph Theory and Generation Algorithms (invited paper) 3
  Jan Goedgebeur
- Towards One-shot Learning via Attention (invited paper) 4-11
  Andrej Lúčny

### Computational Intelligence and Data Mining – 10th International Workshop (WCIDM 2022)

- Deep Transfer Learning of Traversability Assessment for Heterogeneous Robots 12-20
  Josef Zelinka, Miloš Prágr, Rudolf Szadkowski, Jan Bayer, Jan Faigl
- On the Incremental Construction of Deep Rule Theories 21-27
  Florian Beck, Johannes Fürnkranz, Van Quoc Phuong Huynh
- Text-to-Ontology Mapping via Natural Language Processing Models 28-34
  Uladzislau Yorsh, Alexander Behr, Norbert Kockmann, Martin Holeňa
- TAMS: Text Augmentation using Most Similar Synonyms for SMS Spam Filtering 35-43
  Mohammad Qussai Jouban, Zakarya Farou
- Using Artificial Neural Networks to Determine Ontologies Most Relevant to Scientific Texts 44-54
  Lukáš Korel, Alexander Behr, Norbert Kockmann, Martin Holeňa
- Learning to Segment from Object Sizes 55-60
  Denis Baručić, Jan Kybic
- Beyond Sensor Data Analysis: Unexpected Challenges in a Honeybee Monitoring Project 61-67
  Dániel Tamás Várkonyi, Márta Alexy, Tomáš Horváth
- Image Classifier with Dynamic Set of Known Classes 68-74
  David Mojžíšek, Jan Hůla
- Scalable Graph Size Reduction for Efficient GNN Application 75-84
  Pavel Procházka, Michal Mareš, Marek Dědič
- Confr – A Configuration System for Machine Learning Projects 85-92
  Mattias Arro
- CNN-based Classification of Car Images Implemented for Android Devices 93-102
  Iveta Mrázová, Georgi Georgiev
- Analysis of the Semantic Vector Space Induced by a Neural Language Model and a Corpus 103-110
  Xinying Chen, Jan Hůla, Antonín Dvořák

### 3rd Workshop on Automata, Formal and Natural Languages (WAFNL 2022)

- On Pumping RP-automata Controlled by Complete LRG(\cent,$)-grammars 111-121
  Martin Plátek, František Mráz, Dana Pardubská, Daniel Průša
- Global Variants in the Czech Language 122-129
  Jaroslava Hlaváčová, Lukáš Kyjánek, Magda Ševčíková
- On Reducing Automata and Their Normalizations 130-141
  Martin Procházka
- Keyphrase extraction from Slovak court decisions 142-150
  Dávid Varga, Šimon Horvát, Zoltán Szoplák, Ľubomír Antoni, Stanislav Krajči, Peter Gurská, Laura Bachňáková Rózenfeldová
- Attitude in diplomatic speeches: a pilot study 151-158
  Mariia Anisimova, Šárka Zikánová

### Workshop on Natural Computing (WNC 2022)

- jSO and GWO Algorithms Optimise Together 159-166
  Radka Poláková, Daniel Valenta
- Transferable Knowledge in P Colonies 167-174
  Lucie Ciencialová, Luděk Cienciala
- Processing TIL-Script Constructions for Supervised Machine Learning with Symbolic Representation 175-183
  Tomáš Michalovský, Marek Menšík, Adam Albert
- Membrane System as a Communication Interface between IoT Devices 184-190
  Šárka Vavrečková

### Computer Aided Constructions in Graph Theory 2022 (CGT2022)

- Goal-minimally k-diametric Graphs with not so Small Diameters 191-195
  Štefan Gyürki
- Computer Verifications of Regular Representations of Groups of Orders Smaller than 32 via k-Hypergraphs 196-203
  Dominika Mihálová
- Recursive Constructions of Graphs of Large Girth and Given Degree 204-213
  Leonard Chidiebere Eze, Róbert Jajcay
- Structural Analysis of Cubic Graphs based on 5-cycle Clusters 214-222
  Ján Mazák, Jozef Rajník, Martin Škoviera

2022-09-18: submitted by Lubomir Antoni, metadata incl. bibliographic data published under Creative Commons CC0
2022-09-30: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|