ITAT 2019
Information Technologies – Applications and Theory

Table of Contents

• Preface
  

Invited Talks

• Word Guessing Game with a Social Robotic Head 1-5
  Štefan Beňuš, Róbert Sabo, Marián Trnka
• Prediction of Real Estate Prices in California 6-7
  Lukáš Vrábel
• Optimization is Hard, but Hillclimbing is Easy — Right? 8
  Johannes Lenger

Computational Intelligence and Data Mining - 7th International Workshop (CIDM 2019)

• Preface
  
• Tuning Hyperparameters of Classification Based on Associations (CBA) 9-16
  Tomáś Kliegr, Jaroslav Kuchař
• Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks 17-25
  Markus Thill, Sina Däubener, Wolfgang Konen, Thomas Bäck
• Rules Extraction from Neural Networks Trained on Multimedia Data 26-35
  Matěj Fanta, Petr Pulc, Martin Holeňa
• Efficient Load Profiling and Forecasting in Large Electric Power Systems 36-43
  Imre Lendák, Tomáš Horváth
• Case Studies and Education in Data Science At Universities in Slovakia 44-50
  Ľubomír Antoni, Erik Bruoth, Ján Guniš, Peter Gurský, Stanislav Krajči, Ondrej Krídlo, Radim Navrátil, Ľubomír Šnajder, Gabriela Andrejková, Dušan Šveda
• Sequential Model Building in Symbolic Regression 51-57
  Jan Žegklitz, Petr Pošík
• Optimization in Federated Learning 58-65
  Vukasin Felbab, Péter Kiss, Tomáš Horváth
• Neural Pairwise Classification Models Created by Ignoring Irrelevant Alternatives 66-70
  Ondrej Such, Martin Kontšek, Andrea Tinajová
• Evolutionary Federated Learning on EEG-data 71-78
  Gábor Szegedi, Péter Kiss, Tomáš Horváth
• Learning on a Stream of Features with Random Forest 79-83
  Jan Motl, Pavel Kordik
• The Warping Window Size Effects the Accuracy of Person Identification based on Keystroke Dynamics 84-89
  Zakarya Farou, Krisztián Buza
• Deep Networks in Online Malware Detection 90-98
  Jiří Tumpach, Marek Krčál, Martin Holeňa
• Extreme Learning Machines with Regularization for the Classification of Gene Expression Data 99-103
  Dániel T. Várkonyi, Krisztián Buza

Slovenskočeský NLP workshop (SloNLP 2019)

• Preface
  
• Lexically Syntactic Characterization by Restarting Automata 104-111
  Martin Plátek, František Mráz, Dana Pardubská
• Towards Automatic Minuting of the Meetings 112-119
  Anna Nedoluzhko, Ondřej Bojar
• Aggregates and Variants in Two Czech Morphological Approaches 120-124
  Jaroslava Hlaváčová
• In Search for Linear Relations in Sentence Embedding Spaces 125-132
  Petra Barančíková, Ondřej Bojar
• Extending Czech Thesauri using Word-formation Network 133-138
  Karolína Hořeňovská

Intelligent speech and audio technologies workshop (ISAT 2019)

• Preface
  
• A Comparison of Formant and CNN Models for Vowel Frame Recognition 139-144
  Ondrej Šuch, Santiago Barreda, Anton Mojsej
• Development of Baseline System for Phonemes Recognition Task 145-151
  Maros Jakubec, Eva Lieskovska, Roman Jarina, Michal Chmulik, Michal Kuba
• Anticipation and its Applications in Human-machine Interaction 152-156
  Stanislav Ondáš, Matúš Pleva
• Acoustic Output of the Railway Information Systems for Visually Impaired Passengers 157-163
  Milan Rusko, Marián Trnka, Sachia Darjaa, Ladislav Schichman
• Correlation of Perceived Fluency with Phonetic Measures of Speech Rate and Pausing 164-170
  Peter Kleman, Štefan Beňuš
• Towards to the Anticipation in Simultaneous Interpreting 171-175
  Eva Kiktová, Július Zimmermann, Mária Paľová
• Automatic Recognition of Slovak-English Bilingual Speech 176-179
  Matus Pleva, Yuan-Fu Liao, Daniel Hladek, Jan Stas, Martin Lojka, Jozef Juhar, Stanislav Ondas
• Comparison of Dry Electrodes for Mobile EEG System 180-183
  Marianna Koctúrová, Jozef Juhár