ITAT 2017
Information Technologies - Applications and Theory

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