| Vol-1885 urn:nbn:de:0074-1885-1 Copyright © 2017 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# ITAT 2017
Information Technologies - Applications and Theory

### Proceedings of the 17th Conference on Information Technologies - Applications and Theory (ITAT 2017)

### Martinské hole, Slovakia, September 22-26, 2017.

Edited by

### Jaroslava Hlaváčová *

* Charles University, Faculty of Mathematics and Physics, Malostranské náměstí 25, Praha, Czech Republic

## Table of Contents

- Preface

### Invited Talks

- Generování textu v přirozeném jazyce (invited talk) 1
  Jiří Hana
- Rules, Causality and Constraints. Model-Based Reasoning and Structural Knowledge Discovery (invited talk) 2
  Antoni Ligeza
- Estimations of the Hierarchical Archimedean Copula (invited talk) 3
  Ostap Okhrin
- Jak jsou přesné digitální mapy? (invited talk) 4
  Lubomír Soukup

### ITAT 2017 Main Track

- Are Annotators’Word-Sense-Disambiguation Decisions Affected by Textual Entailment between Lexicon Glosses? 5-14
  Silvie Cinková, Anna Vernerová
- Complex Predicates with Light Verbs in VALLEX: From Formal Model to Lexicographic Description 15-22
  Václava Kettnerová, Markéta Lopatková
- Attributes Extraction from Product Descriptions on e-Shops 23-26
  Michaela Linková, Peter Gurský
- Approximate Abundance Histograms and Their Use for Genome Size Estimation 27-34
  Mário Lipovský, Tomáš Vinař, Broňa Brejová
- Focused Web Crawling of Relevant Pages on e-Shops 35-39
  Rudolf Pavel, Peter Gurský
- On h-Lexicalized Automata and h-Syntactic Analysis 40-47
  Martin Plátek, Friedrich Otto, František Mráz
- Using Sequence Ensembles for Seeding Alignments of MinION Sequencing Data 48-54
  Rastislav Rabatin, Broňa Brejová, Tomáš Vinař

### Computational Intelligence and Data Mining - 5th International Workshop (CIDM 2017)

- Introduction
- Deep Heuristic-learning in the Rubik’s Cube Domain: An Experimental Evaluation 57-64
  Robert Brunetto, Otakar Trunda
- Enhancing Neural Based Obstacle Avoidance with CPG Controlled Hexapod Walking Robot 65-70
  Petr Čížek, Jan Faigl, Jan Bayer
- Humanoid Robot Control by Offline Actor-Critic Learning 71-77
  Marek Danel, Miroslav Skrbek
- Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression 78-85
  Jan Kalina, Barbora Peštová
- Organizational Information improves Forecast Efficiency of Correction Techniques 86-92
  Florian Knöll, Viliam Simko
- Breaking CAPTCHAs with Convolutional Neural Networks 93-99
  Martin Kopp, Matej Nikl, Martin Holeňa
- Bounds on Sparsity of One-Hidden-Layer Perceptron Networks 100-105
  Věra Kůrková
- Foreign Key Constraint Identification in Relational Databases 106-111
  Jan Motl, Pavel Kordík
- The Role of Information in the Two Envelope Problem 112-119
  Mirko Navara, Jiří Šindelář
- Adaptive Doubly Trained Evolution Control for the Covariance Matrix Adaptation Evolution Strategy 120-128
  Zbyněk Pitra, Lukáš Bajer, Jakub Repický, Martin Holeňa
- Random-Forest-Based Analysis of URL Paths 129-135
  Jakub Puchýř, Martin Holeňa
- Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models 136-143
  Jakub Repický, Lukáš Bajer, Zbyněk Pitra, Martin Holeňa
- K-best Viterbi Semi-supervized Active Learning in Sequence Labelling 144-152
  Tomáš Šabata, Tomáš Borovička, Martin Holeňa
- Estimation of Chronological Age from Permanent Teeth Development 153-158
  Michal Stepanovsky, Alexandra Ibrova, Zdenek Buk, Jana Veleminska
- Evolution Strategies for Deep Neural Network Models Design 159-166
  Petra Vidnerová, Roman Neruda
- Inpainting Using F-Transform for Cartoon-Like Images 167-173
  Pavel Vlašánek, Irina Perfilieva

### Slovenskočeský NLP workshop (SloNLP 2017)

- Introduction
- Detecting Stance in Czech News Commentaries 176-180
  Tomáš Hercig, Peter Krejzl, Barbora Hourová, Josef Steinberger, Ladislav Lenc
- FicTree: A Manually Annotated Treebank of Czech Fiction 181-185
  Tomáš Jelínek
- Ensemble of Neural Networks for Multi-label Document Classification 186-192
  Ladislav Lenc, Pavel Král
- Coreference Resolution System Not Only for Czech 193-200
  Michal Novák
- MonoTrans: Statistical Machine Translation from Monolingual Data 201-208
  Rudolf Rosa

### WWW - Challenges and Trends (W3-ChaT 2017)

- Introduction
- On the Optimal Setting of Spreading Activation Parameters to Calculate Recommendations on the Knowledge Graph 210-217
  László Grad-Gyenge
- Evaluating Data Sources for Crawling Events from the Web 218-222
  Balász Horváth, Tomáš Horváth
- Identification and Origin of User Interfaces 223-227
  Jiří Hradil
- Repeatable Web Data Extraction and Interlinking 228-234
  Michal Kopecký, Marta Vomlelová, Peter Vojtáš
- EasyMiner – Short History of Research and Current Development 235-239
  Tomáš Kliegr, Jaroslav Kuchař, Stanislav Vojíř, Václav Zeman
- Multimodal Implicit Feedback for Recommender Systems 240-245
  Ladislav Peška

2017-09-14: submitted by Jaroslava Hlaváčová and Tomas Vinar, metadata incl. bibliographic data published under Creative Commons CC0
2017-09-15: published on CEUR-WS.org |valid HTML5|