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ITAT 2021: Hotel Helpa, Nizke Tatry and Muranska Planina, Slovakia
- Brona Brejová, Lucie Ciencialová, Martin Holena, Frantisek Mráz, Dana Pardubská, Martin Plátek, Tomás Vinar:
Proceedings of the 21st Conference Information Technologies - Applications and Theory (ITAT 2021), Hotel Heľpa, Nízke Tatry and Muránska planina, Slovakia, September 24-28, 2021. CEUR Workshop Proceedings 2962, CEUR-WS.org 2021
Invited Talks
- Rudolf Freund:
The Power of Parallelism in Membrane Computing. 1-16 - Daniel Zeman:
Universal Description of Morphology and Syntax of Natural Languages. 17 - Youhei Akimoto:
Black-Box Min-Max Optimization using CMA-ES. 18 - Ewan Birney:
Big Data in Biology: What the Pandemic has Taught us. 19
Computational Intelligence and Data Mining -- 9th International Workshop (WCIDM 2021)
- Zoltán Szoplák, Gabriela Andrejková:
Anomaly Detection in Text Documents using HTM Networks. 20-28 - Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena:
Combining Gaussian Processes and Neural Networks in Surrogate Modelling for Covariance Matrix Adaptation Evolution Strategy. 29-38 - Matej Cibula, Radek Marík:
Tensor Decomposition-Based Training Method for High-Order Hidden Markov Models. 39-45 - Zdenek Buk, Michal Stepanovsky, Anezka Koterová, Jana Velemínská, Jaroslav Bruzek, Pavel Kordík:
Novel Data Mining-based Age-at-death Estimation Model using Adult Pubic Symphysis 3D Scans. 46-52 - Jaroslav Hlavác, Martin Kopp, Michael Polák, Jan Kohout:
Towards Reliable Network Entity Tracking Using Behavioural Bag of Words Representation. 53-60 - Florian Beck, Johannes Fürnkranz:
Beyond DNF: First Steps towards Deep Rule Learning. 61-68 - Matous Kozma, Vojtech Cerný, Jakub Gemrot:
Tackling Generation of Combat Encounters in Role-playing Digital Games. 69-76 - Irina Perfilieva, David Adamczyk:
2-adic Fuzzy Partitions and Multi-Scale Representation of Time Series. 77-84 - Lukás Korel, Petr Pulc, Jirí Tumpach, Martin Holena:
Video Scene Location Recognition with Neural Networks. 85-93 - Jirí Tumpach, Jan Kalina, Martin Holena:
A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets. 94-103 - Martin Spetlík, Jan Brezina:
Groundwater Flow Meta-model for Multilevel Monte Carlo Methods. 104-113 - Jan Feber, Rudolf J. Szadkowski, Jan Faigl:
Gait Genesis Through Emergent Ordering of RBF Neurons on Central Pattern Generator for Hexapod Walking Robot. 114-122 - Jan Hula, David Adamczyk, David Mojzísek, Vojtech Molek:
Segmenting out Generic Objects in Monocular Videos. 123-129 - Sergej Borisov, Marek Dedic, Martin Holena:
Experimental Investigation of Neural and Weisfeiler-Lehman-Kernel Graph Representations for Downstream Classification. 130-139
2nd Workshop on Automata, Formal and Natural Languages (WAFNL 2021)
- Martin Plátek, Frantisek Mráz, Dana Pardubská, Daniel Prusa, Jirí Síma:
On Separations of LR(0)-Grammars by Two Types of Pumping Patterns. 140-146 - Michaela Vocková, Stanislav Krajci:
Syntactic Analysis of the Slovak Sentence. 147-153 - Peter Polák, Ondrej Bojar:
Coarse-To-Fine And Cross-Lingual ASR Transfer. 154-160 - Dávid Varga, Zoltán Szoplák, Pavol Sokol, Stanislav Krajci, Peter Gurský:
Analysis and Prediction of Legal Judgements in the Slovak Criminal Proceedings. 161-170 - Tatiana Jajcayová, Jozef Kubik, Mária Markosová, Sona Senkovicová:
Searching Texts for Signs of Aphasia. 171-175 - Ivana Kvapilíková, Ondrej Bojar:
Machine Translation of Covid-19 Information Resources via Multilingual Transfer. 176-181
Workshop on Natural Computing (WNC 2021)
- Jiri Blahuta, Tomás 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. 182-187 - Serge Dolgikh:
Sparsity Constraint in Unsupervised Concept Learning. 188-194 - Sárka Vavrecková:
Modeling Communication in Internet of Things Network using Membranes. 195-201 - Lucie Ciencialová, Ludek Cienciala:
APcol systems and Turtle Graphics. 202-209 - András Murvai, György Vaszil:
String Assembling Systems and Watson-Crick Finite Automata. 210-216 - Erzsébet Csuhaj-Varjú, Pramod Kumar Sethy:
Properties of Communicating Reaction Systems. 217-221 - Martin Pavlícek, Tomás Filip, Petr Sosík:
ZREC architecture for textual sentiment analysis. 222-228
Data Analysis in Response to Epidemics (DARE 2021)
- Brona Brejová, Viktória Hodorová, Kristína Borsová, Viktória Cabanová, Tomás Szemes, Matej Misík, Boris Klempa, Jozef Nosek, Tomás Vinar:
Sequencing SARS-CoV-2 in Slovakia: An Unofficial Genomic Surveillance Report. 229-239 - Natália Forgácová, Juraj Gazdarica, Jaroslav Budis, Martina Sekelska, Tomás Szemes:
Identification and Analyses of Variants associated with Covid-19 from Non-invasive Prenatal Testing in Slovak Population. 240-246 - Richard Kollár, Katarína Bodová:
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 - Katarína Bodová, Vladimír Boza, Brona Brejová, Richard Kollár, Katarína Mikusová, Tomás Vinar:
Time-adjusted Analysis Shows Weak Associations Between BCG Vaccination Policy and COVID-19 Disease Progression. 255-262 - Petra Vidnerová, Roman Neruda, Gabriela Suchopárová, Ludek Berec, Tomás Diviák, Ales Kubena, René Levínský, Josef Slerka, Martin Smíd, Jan Trnka, Vít Tucek, Karel Vrbenský, Milan Zajícek:
Simulation of Non-pharmaceutical Interventions in an Agent based Epidemic Model. 263-268 - Martin Suster, Katarína Bodová, Vladimír Nosál, Richard Kollár:
Determinants of Covid-19 Hospitalizations in Slovakia. 269-274 - Veronika Kurilová, Martin Huba, Jozef Goga, Milos Oravec, Jarmila Pavlovicova, Nora Majtánová:
Two Machine-learning Approaches for Short-term COVID-19 Hospitalization Forecasting in Slovakia. 275-284 - Vladimír Nosál, Martin Smatana, Martin Suster:
Options for Optimizing Slovak National Vaccination Strategy. 285-292 - Adrian Goga, Miroslav Böhmer, Rastislav Hekel, Werner Krampl, Bronislava Brejová, Tomás Vinar, Jaroslav Budis, Tomás Szemes:
SnakeLines Workflow for SARS-CoV-2 Variant Detection from Next-Generation Sequencing Reads. 293-300 - Askar Gafurov, Andrej Baláz, Tomás Vinar, Brona Brejová:
Estimation of Proportions of SARS-CoV-2 Variants in a Mixed Sequencing Sample. 301-307 - Vladimír Boza, Matej Fedor, Kristína Borsová, Viktória Cabanová, Jana Cerníková, Viktória Hodorová, Peter Peresíni, Klára Sládecková, Boris Klempa, Jozef Nosek, Brona Brejová, Tomás Vinar:
Alternative Base Callers Aid Real-time Analysis of SARS-CoV-2 Sequencing Runs. 308-313
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