ITAT 2021
Information Technologies – Applications and Theory 2021

Table of Contents

• Preface
  

Invited Talks

• The Power of Parallelism in Membrane Computing 1-16
  Rudolf Freund
• Universal Description of Morphology and Syntax of Natural Languages 17
  Daniel Zeman
• Black-Box Min-Max Optimization using CMA-ES 18
  Youhei Akimoto
• Big Data in Biology: What the Pandemic has Taught us 19
  Ewan Birney

Computational Intelligence and Data Mining -- 9th International Workshop (WCIDM 2021)

• Anomaly Detection in Text Documents using HTM Networks 20-28
  Zoltán Szoplák, Gabriela Andrejková
• Combining Gaussian Processes and Neural Networks in Surrogate Modelling for Covariance Matrix Adaptation Evolution Strategy 29-38
  Jan Koza, Jiří Tumpach, Zbyněk Pitra, Martin Holeňa
• Tensor Decomposition-Based Training Method for High-Order Hidden Markov Models 39-45
  Matej Cibuľa, Radek Mařík
• Novel Data Mining-based Age-at-death Estimation Model using Adult Pubic Symphysis 3D Scans 46-52
  Zdeněk Buk, Michal Štepanovský, Anežka Kotěrová, Jana Velemínská, Jaroslav Brůžek, Pavel Kordík
• Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation 53-60
  Jaroslav Hlaváč, Martin Kopp, Michael Polák, Jan Kohout
• Beyond DNF: First Steps towards Deep Rule Learning 61-68
  Florian Beck, Johannes Fürnkranz
• Tackling Generation of Combat Encounters in Role-playing Digital Games 69-76
  Matouš Kozma, Vojtěch Černý, Jakub Gemrot
• 2-adic Fuzzy Partitions and Multi-Scale Representation of Time Series 77-84
  Irina Perfilieva, David Adamczyk
• Video Scene Location Recognition with Neural Networks 85-93
  Lukáš Korel, Petr Pulc, Jiří Tumpach, Martin Holeňa
• A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets 94-103
  Jiří Tumpach, Jan Kalina, Martin Holeňa
• Groundwater Flow Meta-model for Multilevel Monte Carlo Methods 104-113
  Martin Špetlík, Jan Březina
• Gait Genesis Through Emergent Ordering of RBF Neurons on Central Pattern Generator for Hexapod Walking Robot 114-122
  Jan Feber, Rudolf Szadkowski, Jan Faigl
• Segmenting out Generic Objects in Monocular Videos 123-129
  Jan Hůla, David Adamczyk, David Mojžíšek, Vojtech Molek
• Experimental Investigation of Neural and Weisfeiler-Lehman-Kernel Graph Representations for Downstream Classification 130-139
  Sergej Borisov, Marek Dědič, Martin Holeňa

2nd Workshop on Automata, Formal and Natural Languages (WAFNL 2021)

• On Separations of LR(0)-Grammars by Two Types of Pumping Patterns 140-146
  Martin Plátek, František Mráz, Dana Pardubská, Daniel Průša , Jiří Šíma
• Syntactic Analysis of the Slovak Sentence 147-153
  Michaela Vočková, Stanislav Krajči
• Coarse-To-Fine And Cross-Lingual ASR Transfer 154-160
  Peter Polák, Ondřej Bojar
• Analysis and Prediction of Legal Judgements in the Slovak Criminal Proceedings 161-170
  Dávid Varga, Zoltán Szoplák, Pavol Sokol, Stanislav Krajči, Peter Gurský
• Searching Texts for Signs of Aphasia 171-175
  Tatiana Jajcayová, Jozef Kubik, Mária Markošová, Soňa Senkovičová
• Machine Translation of Covid-19 Information Resources via Multilingual Transfer 176-181
  Ivana Kvapilíková, Ondřej Bojar

Workshop on Natural Computing (WNC 2021)

• Brightness Levels in MRI Should Corresponds With Echogenicity Grade in Ultrasound B-images: A Pilot Study of Reproducibility Using ROI-based Measurement Between Two Blind Observers 182-187
  Jiří Blahuta, Tomáš Soukup
• Sparsity Constraint in Unsupervised Concept Learning 188-194
  Serge Dolgikh
• Modeling Communication in Internet of Things Network using Membranes 195-201
  Šárka Vavrečková
• APcol systems and Turtle Graphics 202-209
  Lucie Ciencialová, Luděk Cienciala
• String Assembling Systems and Watson-Crick Finite Automata 210-216
  András Murvai, György Vaszil
• Properties of Communicating Reaction Systems 217-221
  Erzsébet Csuhaj-Varjú, Pramod Kumar Sethy
• ZREC architecture for textual sentiment analysis 222-228
  Martin Pavlíček, Tomáš Filip, Petr Sosik

Data Analysis in Response to Epidemics (DARE 2021)

• Sequencing SARS-CoV-2 in Slovakia: An Unofficial Genomic Surveillance Report 229-239
  Broňa Brejová, Viktória Hodorová, Kristína Boršová, Viktória Čabanová, Tomáš Szemes, Matej Mišík, Boris Klempa, Jozef Nosek, Tomáš Vinař
• Identification and Analyses of Variants associated with Covid-19 from Non-invasive Prenatal Testing in Slovak Population 240-246
  Natália Forgáčová, Juraj Gazdarica, Jaroslav Budiš, Martina Sekelská, Tomáš Szemes
• True Pandemic State and a Lack of Capacity of Hospitals and Mechanical Ventilations in Slovakia during the SARS-COV-2 Pandemic Wave in August 2020 -- May 2021 247-254
  Richard Kollár, Katarína Boďová
• Time-adjusted Analysis Shows Weak Associations Between BCG Vaccination Policy and COVID-19 Disease Progression 255-262
  Katarína Boďová, Vladimír Boža, Broňa Brejová, Richard Kollár, Katarína Mikušová, Tomáš Vinař
• Simulation of Non-pharmaceutical Interventions in an Agent based Epidemic Model 263-268
  Petra Vidnerová, Roman Neruda, Gabriela Suchopárová, Luděk Berec, Tomáš Diviák, Aleš Kuběna, René Levínský, Josef Šlerka, Martin Šmíd, Jan Trnka, Vít Tuček, Karel Vrbenský, Milan Zajíček
• Determinants of Covid-19 Hospitalizations in Slovakia 269-274
  Martin Šuster, Katarína Boďová, Vladimír Nosáľ, Richard Kollár
• Two Machine-learning Approaches for Short-term COVID-19 Hospitalization Forecasting in Slovakia 275-284
  Veronika Kurilová, Martin Huba, Jozef Goga, Miloš Oravec, Jarmila Pavlovičová, Nora Majtánová
• Options for Optimizing Slovak National Vaccination Strategy 285-292
  Vladimír Nosáľ, Martin Smatana, Martin Šuster
• SnakeLines Workflow for SARS-CoV-2 Variant Detection from Next-Generation Sequencing Reads 293-300
  Adrián Goga, Miroslav Böhmer, Rastislav Hekel, Werner Krampl, Bronislava Brejová, Tomáš Vinař, Jaroslav Budiš, Tomáš Szemes
• Estimation of Proportions of SARS-CoV-2 Variants in a Mixed Sequencing Sample 301-307
  Askar Gafurov, Andrej Baláž, Tomáš Vinař, Broňa Brejová
• Alternative Base Callers Aid Real-time Analysis of SARS-CoV-2 Sequencing Runs 308-313
  Vladimír Boža, Matej Fedor, Kristína Boršová, Viktória Čabanová, Jana Černíková, Viktória Hodorová, Peter Perešíni, Klára Sládečková, Boris Klempa, Jozef Nosek, Broňa Brejová, Tomáš Vinař