Analysis of Images, Social Networks and Texts: 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
An Ontology-Driven Approach to Electronic Document Structure Design....Pages 3-16
Data Augmentation for Training of Noise Robust Acoustic Models....Pages 17-25
Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2....Pages 26-37
Front Matter....Pages 39-39
Vote Aggregation Techniques in the Geo-Wiki Crowdsourcing Game: A Case Study....Pages 41-50
On Complexity of Searching a Subset of Vectors with Shortest Average Under a Cardinality Restriction....Pages 51-57
The Problem of the Optimal Packing of the Equal Circles for Special Non-Euclidean Metric....Pages 58-68
Random Forest Based Approach for Concept Drift Handling....Pages 69-77
Front Matter....Pages 79-79
The Detailed Structure of Local Entrepreneurial Networks: Experimental Economic Study....Pages 81-90
Homophily Evolution in Online Networks: Who Is a Good Friend and When?....Pages 91-99
The Structure of Organization: The Coauthorship Network Case....Pages 100-107
Organizational Networks Revisited: Relational Predictors of Organizational Citizenship Behavior....Pages 108-117
Front Matter....Pages 119-119
Bigram Anchor Words Topic Model....Pages 121-131
Parallel Non-blocking Deterministic Algorithm for Online Topic Modeling....Pages 132-144
Flexible Context Extraction for Keywords in Russian Automatic Speech Recognition Results....Pages 145-154
WebVectors: A Toolkit for Building Web Interfaces for Vector Semantic Models....Pages 155-161
Morphological Analysis for Russian: Integration and Comparison of Taggers....Pages 162-171
Anti-spoofing Methods for Automatic Speaker Verification System....Pages 172-184
Combining Knowledge and CRF-Based Approach to Named Entity Recognition in Russian....Pages 185-195
User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations....Pages 196-207
Constructing Aspect-Based Sentiment Lexicons with Topic Modeling....Pages 208-220
Front Matter....Pages 119-119
Human and Machine Judgements for Russian Semantic Relatedness....Pages 221-235
Evaluating Distributional Semantic Models with Russian Noun-Adjective Compositions....Pages 236-247
Applying Word Embeddings to Leverage Knowledge Available in One Language in Order to Solve a Practical Text Classification Problem in Another Language....Pages 248-254
Front Matter....Pages 255-255
Image Processing Algorithms with Structure Transferring Properties on the Basis of Gamma-Normal Model....Pages 257-268
Two Implementations of Probability Anomaly Detector Based on Different Vector Quantization Algorithms....Pages 269-280
Threefold Symmetry Detection in Hexagonal Images Based on Finite Eisenstein Fields....Pages 281-292
Reflection Symmetry of Shapes Based on Skeleton Primitive Chains....Pages 293-304
Using Efficient Linear Local Features in the Copy-Move Forgery Detection Task....Pages 305-313
The Color Excitable Schrodinger Metamedium....Pages 314-325
An Efficient Algorithm for Total Variation Denoising....Pages 326-337
Classification of Dangerous Situations for Small Sample Size Problem in Maintenance Decision Support Systems....Pages 338-345
Ortho-Unitary Transforms, Wavelets and Splines....Pages 346-356
A Real-Time Algorithm for Mobile Robot Mapping Based on Rotation-Invariant Descriptors and Iterative Close Point Algorithm....Pages 357-369
Back Matter....Pages 371-372