ITAT 2023
Information Technologies – Applications and Theory 2023

Table of Contents

• Preface
  Summary: There were 48 papers submitted for peer-review to this conference. Out of these, 31 papers were accepted for this volume as regular papers. Moreover, 6 abstracts of invited lectures are included.

Invited Talks

• Benchmarking Iterative Optimization Heuristics with IOHprofiler (invited paper) 1
  Carola Doerr
• Flexible Grammar-based Indexes (invited paper) 2
  Travis Gagie
• Roots of the Tension Between Standard And Vernacular Czech: A Short (and Possibly Surprizing) History of Czech Diglossia (invited paper) 3
  Karel Oliva
• Parallel Virus Machines (invited paper) 4-5
  David Orellana-Martín
• Some Problems in Cayley Graphs and Computational Approaches (invited paper) 6
  Kolja Knauer
• When Theoretical Results and Computer Power Join Forces (invited paper) 7
  Primož Šparl

Computational Intelligence and Data Mining – 11th International Workshop (IWCIDM 2023)

• Generalizing Conjunctive and Disjunctive Rule Learning to Learning m-of-n Concepts 8-13
  Florian Beck, Johannes Fürnkranz, Van Quoc Phuong Huynh
• Behavioural Classification of Network Devices using Graph Structure of Private Networks 14-24
  Vojtech Outrata, Jaroslav Hlaváč, Martin Kopp
• Creating 3D Diorama from Single Image with Deep Learning 25-35
  Martin Vejbora, Elena Šikudová
• Anomaly Detection in Texts using Sentence Embeddings 36-42
  Zoltán Szoplák, Abdulwahed Almarimi, Asmaa Salem, Gabriela Andrejková
• Data Augmentation for Pseudo-Time Series Using Generative Adversarial Networks 43-49
  Zakaria Salmi, José Luis Seixas Junior
• Pattern Recognition and Context Prediction of COVID-19 cases in European Countries 50-57
  Arzu Tosayeva, Ermiyas Birihanu, Tsegaye Misikir Tashu
• Which Graph Properties Affect GNN Performance for a Given Downstream Task? 58-66
  Pavel Procházka, Michal Mareš, Marek Dědič
• Graph Neural Networks for Hotel Recommendation and Quality Assessment 67-75
  Iveta Mrázová, Marek Behún
• Learning-based Leg Contact Detection using Position Feedback Only 76-81
  Jiří Kubík, Jan Faigl
• Improving Optimization with Gaussian Processes in the Covariance Matrix Adaptation Evolution Strategy 82-88
  Jiří Tumpach, Jan Koza, Martin Holeňa

4th Workshop on Automata, Formal and Natural Languages (WAFNL 2023)

• Extraction of Legal References from Court Decisions 89-95
  Dávid Varga, Martin Gojdič, Zoltán Szoplák, Peter Gurský, Šimon Horvát, Stanislav Krajči, Lubomir Antoni
• Efficient Fine-tuning of SlovakBERT with Epinet 96-101
  Jozef Kubík, Daniel Kyselica, Martin Takáč
• Inherently Reciprocal Predicates - Do They Exist At All? 102-109
  Markéta Lopatková, Václava Ketnerová
• One-side Pumping and Two-side Pumping by Complete CF(¢,$)-grammars 110-120
  František Mráz, Martin Plátek, Dana Pardubská, Daniel Průša
• Shortening of the Results of Machine Translation using Paraphrasing Dataset 121-130
  Andrej Perković, Jernej Vičič, Dávid Javorský, Ondřej Bojar
• Linking Two Lexical Resources: VALLEX and MorfFlex Lexicons 131-138
  Markéta Lopatková, Jaroslava Hlaváčová, Jiří Mírovský

Workshop on Natural Computing (WNC 2023)

• Two Effective Algorithms Optimize Together 139-146
  Daniel Valenta, Radka Poláková
• Notes on Relationship of P Colonies to Osmotic Computing and Computer Viruses 147-153
  Šárka Vavrečková
• Working with Positive Integers in P Colony rw-Automata 154-160
  Lucie Ciencialová, Luděk Cienciala

Computational Aspects of Large-Scale Problems in Discrete Mathematics (CADM 2023)

• Covering Complete Graphs using the Dancing Links Algorithm 161-167
  Petr Kovář, Yifan Zhang
• On Geometric Siamese Color Graphs 168-174
  Nina Hronkovičová, Martin Mačaj
• Constructions of Hypergraphical Regular Representations via k-uniform Hypergraphs of Certain Groups of Order Greater than 32 175-180
  Dominika Mihálová
• Analysis of Colouring Properties of Proper (2,3)-poles 181-190
  Erik Řehulka, Jozef Rajník
• Partial Symmetries and Symmetry Levels of Graphs - A Census 191-196
  Valter Cingel, Matúš Gál, Tatiana Jajcayová
• On the Spectra and Spectral Radii of Token Graphs 197-203
  Mónica Reyes, Cristina Dalfó, Miquel Angel Fiol
• An Algorithmic Approach to Determining Spectra of Orders of (k,g)-graphs 204-208
  Leonard Chidiebere Eze, Róbert Jajcay, Dominika Mihálová

Workshop on Bioinformatics and Computational Biology (WCBC 2023)

• Prefix-free Graphs and Suffix Array Construction in Sublinear Space 209-216
  Andrej Baláž, Alessia Petescia
• A Simple and Effective Classifier for the Detection of Schizophrenia and Bipolar Disorder based on Heart Rate Variability Time Series 217-222
  Krisztian Buza, Kamil Książek, Wilhelm Masarczyk, Przemysław Głomb, Piotr Gorczyca, Magdalena Piegza
• Precise Nanopore Signal Modeling Improves Unsupervised Single-Molecule Methylation Detection 223-231
  Vladimír Boža, Eduard Batmendijn, Peter Perešíni, Viktória Hodorová, Hana Lichancová, Rastislav Rabatin, Broňa Brejová, Jozef Nosek, Tomáš Vinař
• Identifying Clusters in Graph Representations of Genomes 232-241
  Eva Herencsárová, Broňa Brejová
• ESGq: Alternative Splicing Events Quantification across Conditions based on Event Splicing Graphs 242-249
  Davide Cozzi, Paola Bonizzoni, Luca Denti