Program

Saturday 25.9.2021

9:00-10:00 Yohei Akimoto: Black-Box Min-Max Optimization using CMA-ES (invited talk) online
10:05-10:30 Jaroslav Hlaváč, Martin Kopp, Michael Polák and Jan Kohout: Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation
10:30-10:55 Matej Cibuľa and Radek Mařík: Tensor Decomposition-Based Training Method for High-Order Hidden Markov Models
10:55-11:20 coffee break
11:20-11:45 Zoltán Szoplák and Gabriela Andrejková: Anomaly detection in text documents using HTM networks
11:45-12:10 Jan Feber, Rudolf Szadkowski and Jan Faigl: Gait Genesis Through Emergent Ordering of RBF Neurons on Central Pattern Generator for Hexapod Walking Robot
12:10-12:35 Matouš Kozma, Vojtěch Černý and Jakub Gemrot: Tackling Generation of Combat Encounters in Role-playing Digital Games

12:30 lunch

13:00 trips and discussions

18:00 dinner

19:00-19:10 workshop opening
19:10-19:30 Broňa Brejová et al.: Sequencing SARS-CoV-2 in Slovakia: An Unofficial Genomic Surveillance Report
19:30-19:50 Natália Forgáčová et al.: Identification and analyses of variants associated with Covid-19 from Non-invasive Prenatal Testing in Slovak population
19:50-20:10 Richard Kollár and Katarína Boďová: 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
20:10-20:30 Katarina Bodova et al.: Time-adjusted Analysis Shows Weak Associations Between BCG Vaccination Policy and COVID-19 Disease Progression
20:30-20:50 coffee break
since 20:50 Discussion

9:00-9:20 Petra Vidnerová et al.: Simulation of non-pharmaceutical interventions in an agent based epidemic model
9:20-9:40 Martin Šuster et al.: Determinants of Covid-19 hospitalizations in Slovakia
9:40-10:00 Veronika Kurilová et al.: Short- term COVID-19 hospitalizations forecasting in Slovakia: two machine- learning approaches
10:00-10:20 Vladimír Nosáľ et al.: Options for optimizing Slovak national vaccination strategy
10:20-10:40 Adrián Goga et al.: SnakeLines Workflow for SARS-CoV-2 Variant Detection from Next-Generation Sequencing Reads
10:40-11:00 coffee break
11:00-11:20 Askar Gafurov et al.: Estimation of proportions of SARS-CoV-2 variantsin a mixed sequencing sample
11:20-11:40 Vladimír Boža et al.: Alternative base callers aid real-time analysis of SARS-CoV-2 sequencing runs
11:40-12:40 Current topics / research highlights
- Rayan Chikhi: Petabase-scale metagenome assembly in the search of all coronaviruses
- Matej Lexa: SARS-CoV-2 hot-spot mutations are enriched in inverted repeats and CpG island loci
- Jana Lindbloom: The Social Nature of the Epidemic Situation: Challenges for Interpretation

9:30-9:40 Workshop opening
9:40-10:10 Martin Pavlíček et al.: ZREC architecture for textual sentiment analysis online
10:10-10:40 Jiří Blahuta, Tomáš Soukup: 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 online
10:40-11:00 coffee break
11:00-11:30 András Murvai, György Vaszil: String Assembling Systems and Watson-Crick Finite Automata online
11:30-12:00 Erzsébet Csuhaj-Varjú, Pramod Kumar Sethy: Properties of Communicating Reaction Systems online
12:00-12:30 Discussion

12:30 lunch

14:00-15:00 Rudolf Freund: The Power of Parallelism in Membrane Computing (invited talk) online
15:00-15:30 coffee break
15:30-16:00 Šárka Vavrečková: Modeling Communication in Internet of Things Network using Membranes
16:00-16:30 Lucie Ciencialová, Luděk Cienciala: APcol systems and Turtle Graphics
16:30-17:00 Serge Dolgikh: Sparsity Constraint in Unsupervised Concept Learning
17:00-18:00 Discussion and Workshop closing

19:00 banquet

10:05-10:30 Irina Perfilieva and David Adamczyk: 2-adic Fuzzy Partitions and Multi-Scale Representation of Time Series online
10:30-10:55 Florian Beck and Johannes Fürnkranz: Beyond DNF: First Steps towards Deep Rule Learning
10:55-11:20 Jan Koza, Jiří Tumpach, Zbyněk Pitra and Martin Holeňa: Combining Gaussian Processes and Neural Networks in Surrogate Modelling for Covariance Matrix Adaptation Evolution Strategy
11:20-11:45 Martin Špetlík and Jan Březina: Groundwater Flow Meta-model for Multilevel Monte Carlo Methods
11:45-12:10 Jiří Tumpach, Jan Kalina and Martin Holeňa: A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets

10:05-10:15 Workshop opening
10:15-10:45 Martin Plátek, František Mráz, Dana Pardubská, Daniel Průša and Jiří Šíma: On Separations of LR(0)-Grammars by Two Types of Pumping Patterns
10:45-11:15 Tatiana Jajcayová, Jozef Kubik, Maria Markošová and Soňa Senkovičová: Searching Texts for Signs of Aphasia
11:15-11:45 Dávid Varga, Zoltán Szoplák, Pavol Sokol, Stanislav Krajči and Peter Gurský : Analysis and Prediction of Legal Judgements in the Slovak Criminal Proceedings
11:45-12:15 Adrià Torrens, M. Dolores Jimenez-Lopez and Vilem Novak : Fuzzy Universal Grammar: A multimodal approach with linguistic constraints

12:15 lunch

14:00-15:00 Daniel Zeman : Universal Description of Morphology and Syntax of Natural Languages (invited talk)
15:00-15:30 coffee break
15:30-16:00 Peter Polák and Ondřej Bojar : Coarse-To-Fine And Cross-Lingual ASR Transfer
16:00-16:30 Ivana Kvapilíková and Ondřej Bojar : Machine Translation of Covid-19 Information Resources via Multilingual Transfer
16:30-17:00 Mariia Anisimova: An introductory overview of evaluating facts and attitudes in diplomatic discourse
17:00-17:30 Michaela Vočková and Stanislav Krajči : Syntactic analysis of the Slovak sentence online

18:00 dinner

19:00-19:30 Antoni Brosa Rodríguez : Why NLP Cannot Benefit from Linguistic Universals in Pragmatics Yet
19:30-21:00 Open section

19:00-19:25 Jan Hůla, David Mojžíšek, David Adamczyk and Vojtech Molek: Segmenting out Generic Objects in Monocular Videos online
19:25-19:50 Sergej Borisov, Marek Dědič and Martin Holeňa: Experimental Investigation of Neural and Weisfeiler-Lehman-Kernel Graph Representations for Downstream Classification
19:50-20:15 Lukáš Korel, Petr Pulc, Jiří Tumpach and Martin Holeňa: Video Scene Location Recognition with Neural Networks
20:15-20:40 Zdeněk Buk, Michal Stepanovsky, Anežka Koťerová, Jana Velemínská, Jaroslav Brůžek and Pavel Kordík: Novel data mining-based age-at-death estimation model using adult pubic symphysis 3D scans