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ORCIDAIST 2015: Yekaterinburg, Russia
- Mikhail Yu. Khachay
, Natalia Konstantinova, Alexander Panchenko, Dmitry I. Ignatov, Valeri G. Labunets:
Analysis of Images, Social Networks and Texts - 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9-11, 2015, Revised Selected Papers. Communications in Computer and Information Science 542, Springer 2015, ISBN 978-3-319-26122-5
Invited Papers
- Sergey I. Nikolenko:
A Probabilistic Rating System for Team Competitions with Individual Contributions. 3-13 - Andrey V. Savchenko, Vladimir R. Milov, Natalya S. Belova:
Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples. 14-23 - Aleksandr M. Semenov, Alexey Natekin, Sergey I. Nikolenko, Philipp Upravitelev, Mikhail Trofimov, Maxim Kharchenko:
Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com. 24-35
Tutorial
- Artem Lukanin:
Normalization of Non-standard Words with Finite State Transducers for Russian Speech Synthesis. 39-48
Analysis of Images and Videos
- Marina Chicheva, Ruslan Yuzkiv:
Transform Coding Method for Hyperspectral Data: Influence of Block Characteristics to Compression Quality. 51-56 - Ekaterina Ostheimer, Valeri G. Labunets, Denis Komarov, Tat'yana Fedorova:
Fréchet Filters for Color and Hyperspectral Images Filtering. 57-70 - Inessa Gracheva, Andrey Kopylov, Olga Krasotkina:
Fast Global Image Denoising Algorithm on the Basis of Nonstationary Gamma-Normal Statistical Model. 71-82 - Mikhail Yu. Khachay, Maxim Pasynkov:
Theoretical Approach to Developing Efficient Algorithms of Fingerprint Enhancement. 83-95 - Andrey Kuznetsov, Vladislav V. Myasnikov:
Remote Sensing Data Verification Using Model-Oriented Descriptors. 96-101 - Ekaterina Ostheimer, Valeri G. Labunets, Andrey Kurganski, Denis Komarov, Ivan Artemov:
New Bi-, Tri-, and Fourlateral Filters for Color and Hyperspectral Images Filtering. 102-113 - Artyom Makovetskii, Alexander Vokhmintsev, Vitaly Kober, Vladislav Kuznetsov:
Frequency Analysis of Gradient Descent Method and Accuracy of Iterative Image Restoration. 114-122 - Olesia Kushnir, Oleg Seredin:
Shape Matching Based on Skeletonization and Alignment of Primitive Chains. 123-136 - V. B. Surya Prasath, Radhakrishnan Delhibabu:
Color Image Restoration with Fuzzy Gaussian Mixture Model Driven Nonlocal Filter. 137-145 - Andrey Sosnovsky:
A Phase Unwrapping Algorithm for Interferometric Phase Images. 146-150 - Alexander Verichev, Victor Fedoseev:
Robust Image Watermarking on Triangle Grid of Feature Points. 151-159
Pattern Recognition and Machine Learning
- Anton Agafonov, Vladislav V. Myasnikov:
Traffic Flow Forecasting Algorithm Based on Combination of Adaptive Elementary Predictors. 163-174 - Khaleda Akhter, Sheikh Muhammad Sarwar:
Analysis of the Adaptive Nature of Collaborative Filtering Techniques in Dynamic Environment. 175-186 - Sergey V. Axyonov, Kirill Kostin, Dmitry Lykom:
A Texture Fuzzy Classifier Based on the Training Set Clustering by a Self-Organizing Neural Network. 187-195 - Oleg U. Ivanov, Sergey O. Bartunov:
Learning Representations in Directed Networks. 196-207 - Vladimir Kryzhanovsky, Magomed Malsagov:
Distorted High-Dimensional Binary Patterns Search by Scalar Neural Network Tree. 208-217 - Vyacheslav V. Mizgulin, Dmitry M. Stepanov, Stepan A. Kamentsev, Radi M. Kadushnikov, Evgeny D. Fedorov, Olga A. Buntseva:
Hybrid Classification Approach to Decision Support for Endoscopy in Gastrointestinal Tract. 218-223 - Falguni Roy, Sheikh Muhammad Sarwar, Mahamudul Hasan:
User Similarity Computation for Collaborative Filtering Using Dynamic Implicit Trust. 224-235 - Sheikh Muhammad Sarwar, Mahamudul Hasan, Masum Billal, Dmitry I. Ignatov:
Similarity Aggregation for Collaborative Filtering. 236-242 - Ilya Trofimov, Alexander Genkin:
Distributed Coordinate Descent for L1-regularized Logistic Regression. 243-254
Social Network Analysis
- Alexandra Barysheva, Mikhail Petrov, Rostislav Yavorskiy:
Building Profiles of Blog Users Based on Comment Graph Analysis: The Habrahabr.ru Case. 257-262 - Sofia Dokuka, Diliara Valeeva, Maria Yudkevich:
Formation and Evolution Mechanisms in Online Network of Students: The Vkontakte Case. 263-274 - Alexander Panchenko, Dmitry Babaev, Sergei A. Obiedkov:
Large-Scale Parallel Matching of Social Network Profiles. 275-285 - Dmitry B. Berg, Olga M. Zvereva:
Identification of Autopoietic Communication Patterns in Social and Economic Networks. 286-294
Text Mining and Natural Language Processing
- Elena I. Bolshakova, Natalia E. Efremova:
A Heuristic Strategy for Extracting Terms from Scientific Texts. 297-307 - Mikhail Dubov:
Text Analysis with Enhanced Annotated Suffix Trees: Algorithms and Implementation. 308-319 - Mikhail Korobov:
Morphological Analyzer and Generator for Russian and Ukrainian Languages. 320-332 - Ilya Kuznetsov:
Semantic Role Labeling for Russian Language Based on Russian FrameBank. 333-338 - Natalia V. Loukachevitch, Ilia Chetviorkin:
Supervised Approach to Finding Most Frequent Senses in Russian. 339-349 - Olga Lyashevskaya, Egor Kashkin:
FrameBank: A Database of Russian Lexical Constructions. 350-360 - Dmitry Ustalov:
TagBag: Annotating a Foreign Language Lexical Resource with Pictures. 361-369 - Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Dudarenko:
BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections. 370-381
Industry Talk
- Vladislav Grozin, Alexey Natekin, Alois C. Knoll:
ATM Service Cost Optimization Using Predictive Encashment Strategy. 385-396
Industry Papers
- Dmitry Kruchinin, Evgeny Dolotov, Kirill Kornyakov, Valentina Kustikova, Pavel Druzhkov:
Comparison of Deep Learning Libraries on the Problem of Handwritten Digit Classification. 399-411 - Svetlana Volkova:
Methods of Localization of Some Anthropometric Features of Face. 412-420 - Vasily A. Sartakov:
Ontological Representation of Networks for IDS in Cyber-Physical Systems. 421-430 - Dmitrii Stepanov, Aleksandr Bakhshiev, Dmitrii Gromoshinskii, Nikolai Kirpan, Filipp Gundelakh:
Determination of the Relative Position of Space Vehicles by Detection and Tracking of Natural Visual Features with the Existing TV-Cameras. 431-442 - Alexander Vodyaho, Nataly Zhukova:
Implementation of Agile Concepts in Recommender Systems for Data Processing and Analyses. 443-457
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