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AIST 2016: Yekaterinburg, Russia
- Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia V. Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, Konstantin V. Vorontsov:
Analysis of Images, Social Networks and Texts - 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers. Communications in Computer and Information Science 661, 2017, ISBN 978-3-319-52919-6
Industry Talks
- Denis A. Nikiforov
, Alexander B. Korchagin, Ruslan L. Sivakov:
An Ontology-Driven Approach to Electronic Document Structure Design. 3-16 - Tatiana Prisyach, Valentin Mendelev, Dmitry Ubskiy:
Data Augmentation for Training of Noise Robust Acoustic Models. 17-25 - Aleksandr M. Semenov
Performance of Machine Learning Algorithms in Predicting Game Outcome from Drafts in Dota 2. 26-37
Machine Learning and Data Analysis
- Artem Baklanov
Vote Aggregation Techniques in the Geo-Wiki Crowdsourcing Game: A Case Study. 41-50 - Anton V. Eremeev
On Complexity of Searching a Subset of Vectors with Shortest Average Under a Cardinality Restriction. 51-57 - Alexander L. Kazakov
The Problem of the Optimal Packing of the Equal Circles for Special Non-Euclidean Metric. 58-68 - Aleksei V. Zhukov
Random Forest Based Approach for Concept Drift Handling. 69-77
Social Networks
- Dmitry B. Berg, Rustam H. Davletbaev, Yulia Y. Nazarova, Olga M. Zvereva
The Detailed Structure of Local Entrepreneurial Networks: Experimental Economic Study. 81-90 - Sofia Dokuka, Diliara Valeeva, Maria Yudkevich:
Homophily Evolution in Online Networks: Who Is a Good Friend and When? 91-99 - Fedor Krasnov
The Structure of Organization: The Coauthorship Network Case. 100-107 - Valentina V. Kuskova
Organizational Networks Revisited: Relational Predictors of Organizational Citizenship Behavior. 108-117
Natural Language Processing
- Arseniy Ashuha, Natalia V. Loukachevitch:
Bigram Anchor Words Topic Model. 121-131 - Oleksandr Frei, Murat Apishev:
Parallel Non-blocking Deterministic Algorithm for Online Topic Modeling. 132-144 - Olga Khomitsevich, Kirill Boyarsky
Flexible Context Extraction for Keywords in Russian Automatic Speech Recognition Results. 145-154 - Andrey Kutuzov
WebVectors: A Toolkit for Building Web Interfaces for Vector Semantic Models. 155-161 - Elizaveta Kuzmenko:
Morphological Analysis for Russian: Integration and Comparison of Taggers. 162-171 - Galina Lavrentyeva, Sergey Novoselov, Konstantin Simonchik:
Anti-spoofing Methods for Automatic Speaker Verification System. 172-184 - Valerie A. Mozharova, Natalia V. Loukachevitch:
Combining Knowledge and CRF-Based Approach to Named Entity Recognition in Russian. 185-195 - Anton Alekseev
User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations. 196-207 - Elena Tutubalina
Constructing Aspect-Based Sentiment Lexicons with Topic Modeling. 208-220 - Alexander Panchenko
Human and Machine Judgements for Russian Semantic Relatedness. 221-235 - Polina Panicheva
Evaluating Distributional Semantic Models with Russian Noun-Adjective Compositions. 236-247 - Andrei Smirnov, Valentin Mendelev:
Applying Word Embeddings to Leverage Knowledge Available in One Language in Order to Solve a Practical Text Classification Problem in Another Language. 248-254
Analysis of Images and Video
- Inessa Gracheva
Image Processing Algorithms with Structure Transferring Properties on the Basis of Gamma-Normal Model. 257-268 - Anna Denisova
Two Implementations of Probability Anomaly Detector Based on Different Vector Quantization Algorithms. 269-280 - Alexander N. Karkishchenko, Valery B. Mnukhin
Threefold Symmetry Detection in Hexagonal Images Based on Finite Eisenstein Fields. 281-292 - Olesia Kushnir
Reflection Symmetry of Shapes Based on Skeleton Primitive Chains. 293-304 - Andrey Kuznetsov
Using Efficient Linear Local Features in the Copy-Move Forgery Detection Task. 305-313 - Ekaterina Ostheimer, Valeriy Labunets, Ivan Artemov:
The Color Excitable Schrodinger Metamedium. 314-325 - Artyom Makovetskii
An Efficient Algorithm for Total Variation Denoising. 326-337 - Vladimir R. Milov, Andrey V. Savchenko
Classification of Dangerous Situations for Small Sample Size Problem in Maintenance Decision Support Systems. 338-345 - Ekaterina Ostheimer, Valeriy Labunets, Ivan Artemov:
Ortho-Unitary Transforms, Wavelets and Splines. 346-356 - Alexander Vokhmintcev
A Real-Time Algorithm for Mobile Robot Mapping Based on Rotation-Invariant Descriptors and Iterative Close Point Algorithm. 357-369
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