Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers. Val. 542

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Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers

Vol. 542: Series: Communications in Computer and Information Science. Switzerland : Springer, 2015.

Under the general editorship: Khachay M. Y., Konstantinova N., Panchenko A., Ignatov D. I., Labunets V.

This book constitutes the proceedings of the Fourth International Conference on Analysis of Images, Social Networks and Texts, AIST 2015, held in Yekaterinburg, Russia, in April 2015. The 24 full and 8 short papers were carefully reviewed and selected from 140 submissions. The papers are organized in topical sections on analysis of images and videos; pattern recognition and machine learning; social network analysis; text mining and natural language processing.

FrameBank: a database of Russian lexical constructions

Lyashevskaya O., Kashkin E., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. Ch. 34 P. 337–348.

Russian FrameBank is a bank of annotated samples from the Russian National Corpus which documents the use of lexical constructions (e.g. argument constructions of verbs and nouns). FrameBank belongs to FrameNet-oriented resources, but unlike Berkeley FrameNet it focuses more on the morphosyntactic and semantic features of individual lexemes rather than the generalized frames, following the ...

Added: April 11, 2015

Formation and evolution mechanisms in online network of students: the Vkontakte case

Dokuka S., Valeeva D., Yudkevich M. M., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. P. 263–274.

The mechanisms of real-world social network formation and evolution are one of the most important topics in the field of network science. In this study we collect data about the development of the Vkontakte (a popular Russian social networking site) network of first-year students at a Russian university. We analyze the network formation process from ...

Added: October 12, 2015

Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com

Semenov A., Natekin A., Nikolenko S. I. et al., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. Ch. 3 P. 24–35.

In online social networks, high level features of user behavior such as character traits can be predicted with data from user profiles and their connections. Recent publications use data from online social networks to detect people with depression propensity and diagnosis. In this study, we investigate the capabilities of previously published methods and metrics applied ...

Added: October 28, 2015

Large-Scale Parallel Matching of Social Network Profiles

Panchenko A., Babaev D., Obiedkov S., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. P. 275–285.

Added: October 30, 2015

Learning Representations in Directed Networks

Bartunov S., Ivanov O., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015.

We propose a probabilistic model for learning continuous vector representations of nodes in directed networks. These representations could be used as high quality features describing nodes in a graph and implicitly encoding global network structure. The usefulness of the representations is demonstrated on link prediction and graph visualization tasks. Using representations learned by our method ...

Added: November 5, 2015

Text Analysis with Enhanced Annotated Suffix Trees: Algorithms and Implementation

Dubov M., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. P. 296–307.

We present an improved implementation of the Annotated suffix tree method for text analysis (abbreviated as the AST-method). Annotated suffix trees are an extension of the original suffix tree data structure, with nodes labeled by occurrence frequencies for corresponding substrings in the input text collection. They have a range of interesting applications in text analysis, ...

Added: November 18, 2015

Ignatov D. I., Sarwar S. M., Hasan M. et al., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015.

In this paper we show how several similarity measures can be combined for finding similarity between a pair of users for performing Collaborative Filtering in Recommender Systems. Through aggregation of several measures we find super similar and super dissimilar user pairs and assign a different similarity value for these types of pairs. We also introduce ...

Added: November 24, 2015

Sequential Hierarchical Image Recognition Based on the Pyramid Histograms of Oriented Gradients with Small Samples

Savchenko A., Belova N. S., Milov V., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. Ch. 2 P. 14–23.

In this paper we explore an application of the pyramid HOG (Histograms of Oriented Gradients) features in image recognition problem with small samples. A sequential analysis is used to improve the performance of hierarchical methods. We propose to process the next, more detailed level of pyramid only if the decision at the current level is ...

Added: December 4, 2015

A Heuristics Strategy for Extracting Terms from Scientific Texts

Bolshakova E. I., Efremova N. E., , in: Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected PapersVol. 542: Series: Communications in Computer and Information Science.: Switzerland: Springer, 2015. P. 285–295.

The paper describes a strategy that applies heuristics to combine sets of terminological words and words combination pre-extracted from a scientific text by several term recognition procedures. Each procedure is based on a collection of lexico-syntactic patterns representing specific linguistic information about terms within scientific texts. Our strategy is aimed to improve the quality of ...

Added: December 16, 2015

A Heuristics Strategy for Extracting Terms from Scientific Texts

Added: September 5, 2017

Research target: Sociology (including Demography and Anthropology Computer Science

Priority areas: sociology IT and mathematics

Language: English

Text on another site

Keywords: social networks natural language processing data mining text mining machine learning Analysis of Images

Analysis of Images, Social Networks and Texts. 4th International Conference, AIST 2015, Yekaterinburg, Russia, April 9–11, 2015, Revised Selected Papers

Стили жизни российской молодежи в отношении здоровья: гендерные различия

Orekhov A., Zakharov A., Мониторинг общественного мнения: Экономические и социальные перемены 2026 № 2 С. 3–23

This article investigates the health-related lifestyles of Russian youth. Utilizing longitudinal data from the «Trajectories in Education and Profession» study (N = 3398, 2022), a latent class analysis was conducted, identifying three distinct classes of young people (mean age: 26): those adhering to a healthy lifestyle, those prone to unhealthy habits, and those passive about ...

Added: May 21, 2026

Теория партизана. Промежуточное замечание к понятию политического. Изд. 2-е, исправ. и доп.

Шмитт К., М.: Праксис, 2026.

Классическая работа известного немецкого правоведа и политического теоретика Карла Шмитта, посвященная рассмотрению партизана как «фигуры мирового духа», начиная с его зарождения в ходе борьбы испанского народа против наполеоновских войск в 1808—1813 годах и вплоть до судьбы партизана в ходе «всемирной гражданской войны» ХХ века. Перевод с немецкого Ю. Ю. Коринца. Новая редакция перевода Т. А. Дмитриева ...

Added: May 20, 2026

Три России Макса Вебера: к веберовской социологии русского модерна

Kildyushov O., Мир России: Социология, этнология 2026 Т. 35 № 2 С. 6–21

This article examines a heuristic framework for analyzing the significance of Russian themes in Max Weber’s corpus, in connection with the completion of the complete edition of his works as a comprehensive source base. It highlights the ambivalent position of Russian themes in the his legacy: while Russia was never central to his scholarship, the issue ...

Added: May 20, 2026

ML-based Fast Simulation of FARICH Responses

Shipilov F., Barnyakov A., Ivanov A. et al., / Series Physics "arxiv.org". 2026.

A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation software but are computationally expensive. We present a machine-learning-based approach to fast simulation of the Focusing Aerogel Ring Imaging Cherenkov (FARICH) detector response. Given a particle track and momentum, ...

Added: May 19, 2026

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)

Association for Computational Linguistics, 2026.

Added: May 19, 2026

Dataset of solubility values for organic compounds in binary mixtures of solvents at various temperatures

Bezzubov S., Malikov D., Krasnov L. et al., Scientific data 2026 Vol. 13 Article 727

Solubility is a crucial property of organic compounds, impacting their potential applications in synthetic chemistry, materials science and drug design. Moreover, in technological processes mixtures of solvents are often utilized, making the solubility assessment more complicated. Predicting solubility values in mixtures of solvents from a molecular structure can help to address this issue, although a ...

Added: May 19, 2026

Aerokinesis: An IoT-Based Vision-Driven Gesture Control System for Quadcopter Navigation Using Deep Learning and ROS2

Pikalov V., Meshcheryakov V., Kondratev S. et al., Technologies 2026 Vol. 14 No. 1 P. 1–27

This paper presents Aerokinesis, an IoT-based software–hardware system for intuitive gesture-driven control of quadcopter unmanned aerial vehicles (UAVs), developed within the Robot Operating System 2 (ROS2) framework. The proposed system addresses the challenge of providing an accessible human–drone interaction interface for operators in scenarios where traditional remote controllers are impractical or unavailable. The architecture comprises ...

Added: May 19, 2026

Aerokinesis: An IoT-Based Vision-Driven Gesture Control System for Quadcopter Navigation Using Deep Learning and ROS2

Кондратьев С., Никитин Г. Э., Дырченкова Ю. А. et al., Technologies 2026 Vol. 14 No. 1 P. 1–27

Added: May 19, 2026

Стили жизни российской молодежи в отношении здоровья: гендерные различия

Zakharov A., Мониторинг общественного мнения: Экономические и социальные перемены 2026 № 2 С. 3–23

Added: May 19, 2026

Parallel Computational Technologies. PCT 2025

Springer, 2025.

This book constitutes the refereed proceedings of the 19th International Conference on Parallel Computational Technologies, PCT 2025, held in Moscow, Russia, during April 8–10, 2025. The 31 full papers included in this volume were carefully reviewed and selected from 122 submissions. These papers were organized under the following topical sections: High Performance Architectures, Tools and Technologies; ...

Added: May 18, 2026

KMHCR: A Key-Controlled Signal-Domain Transformation for 5G IoT Security

Ronglin Z., Wei L., Jiahong C. et al., Journal of Signal Processing Systems 2026 Vol. 98 P. 1–15

To address the need for lightweight and low-latency protection in massive resource-constrained 5G Internet of Things (IoT) systems, this paper proposes Key-Controlled Modulation Hopping and Constellation Rotation (KMHCR). KMHCR is designed as a physical-layer confidentiality-enhancement mechanism that avoids bit-wise full-payload encryption in the protection pipeline. It uses a shared key derived from channel-reciprocity secret key ...

Added: May 16, 2026

DPN Verifier: A Toolkit for Faster Soundness Verification and Repair of Process Models with Data

Suvorov N. M., Proceedings of the Institute for System Programming of the RAS 2026 Vol. 38 No. 3(2) P. 49–66

Data Petri Nets (DPNs) extend classical Petri nets to model processes where data directly influences control-flow, enabling a comprehensive view of system behavior and possibility to detect failure points that could otherwise be hidden. Soundness is a correctness criterion that captures such failure points as deadlocks and livelocks as well as model boundedness and absence ...

Added: May 16, 2026

Тактики противостояния фейковой информации и факторы проведения фактчекинга в России

Kuzina L., Popov E., Мониторинг общественного мнения: Экономические и социальные перемены 2026 № 2 С. 170–191

The article examines internet users' tactics for verifying false (fake) information and the factors associated with fact-checking. Working within the framework of the theory of prosumerism and everyday tactics (Michel de Certeau), the authors of the study aim at identifying and describing the arsenal of fact-checking tactics used by the Russian internet audience, and to ...

Added: May 16, 2026

Migration in Regions of the Near North of Russia with Respect to Provision of Settlements with Social Infrastructure

Mkrtchyan N. V., Regional Research of Russia 2026 Vol. 16 No. 1 P. 170–181

The aim of the study is to assess the provision of all settlements in four regions of the Near North of Russia (Vologda, Kostroma, Kirov, and Yaroslavl oblasts) with social infrastructure institutions and to analyze whether the migration balance of settlements is associated with different provision of these institutions. The study was conducted using data ...

Added: May 16, 2026

Determinants of Сonsent to Personal Data Surveillance: Experimental Evidence from Russia

Sizov A., Rodionova M., Sedashov E. et al., / NRU Higher School of Economics. Series PS "Political Science". 2026. No. 1.

Rapid development of surveillance technologies is one of the most socially important consequences of the digital age. This paper investigates the factors determining consent to surveillance of various types of personal data and contributes to rapidly growing research on citizens perceptions of surveillance practices. Relying on a comprehensive survey experiment, we study the effects of ...

Added: May 15, 2026

Быть и остаться мусульманином в тюрьме: от стратегий выживания к агентности и сопротивлению

Omelchenko E. L., Гарифзянова А. Р., Мир России: Социология, этнология 2026 № 2 С. 170–193

This article analyzes the situation of Muslims within the Russian penitentiary system. The empirical basis of the study is 74 biographical interviews with former prisoners conducted in three regions of Russia between 2019 and 2022. The analysis focuses on accounts by former male prisoners who identified themselves as Muslims and mentioned Islam and Muslim practices. ...

Added: May 14, 2026

Быть и остаться мусульманином в тюрьме: от стратегий выживания к агентности и сопротивлению

Garifzyanova A. R., Гарифзянова А. Р., Мир России: Социология, этнология 2026 Т. 35 № 2 С. 170–193

Added: May 13, 2026

Миграция населения в регионах Ближнего Севера России во взаимосвязи с обеспеченностью населенных пунктов социальной инфраструктурой

Mkrtchyan N. V., Известия РАН. Серия географическая 2026 Т. 90 № 1 С. 231–245

Objective of the study is to assess the provision of all settlements in four regions of the Russian Near North (Vologda, Kostroma, Kirov, and Yaroslavl oblasts) with social infrastructure facilities and to analyze whether the migration balance of settlements is associated with varying levels of provision of these facilities. The study is based on data collected from open ...

Added: May 13, 2026

QGKM: A Quantum Fidelity-Based Graph Clustering Framework for Robust Data Pattern Recognition in Education Social Networks QGKM: A Quantum Fidelity-Based Graph Clustering Framework for Robust Data Pattern Recognition in Education Social Networks

Neal N. X., Weiqing L., Dacheng H. et al., Algorithms 2026 Vol. 19 No. 5 P. 1–22

In the era of data-driven education, educational social networks generate large volumes of high-dimensional and complex-structured data through learner interactions, collaborative activities, and resource-sharing behaviors, posing significant challenges to traditional unsupervised learning methods. Such data often exhibit non-convex distributions, heterogeneity, and noise sensitivity, making conventional clustering approaches insufficient for capturing their intrinsic structural relationships. To ...

Added: May 13, 2026

ОТНОШЕНИЕ РОССИЯН К ЭВТАНАЗИИ: ОСОБЕННОСТИ, ДИНАМИКА И ФАКТОРЫ

Tikhonova N. E., Социологическая наука и социальная практика 2026 Т. 14 № 1 С. 81–107

Taking into account the relevance of the problem of euthanasia in the context of the increase in severe cancer and genetic diseases, the article shows, based on the data of the Monitoring of the IS FCTAS RAS 2024 (N = 2000) and the World Values Survey (2006 and 2017–2022), that in their attitude towards euthanasia, Russians are divided ...

Added: May 13, 2026

Домашние питомцы и здоровье пожилых. Количественный анализ

Карцева М. А., Peresetsky A., / Высшая школа экономики. Серия WP2 "Количественный анализ в экономике". 2026. № WP2/2026/01.

This study examines the association between health status among elderly individuals living alone and pet ownership (cats, dogs). We employ data from the “Time Use Survey” conducted by the Federal State Statistics Service (Rosstat) in 2019, which contains information on more than 10,000 elderly individuals living alone aged 60 or older in Russia, including data ...

Added: May 8, 2026

Natural hazard database from Internet publications: text mining with a large language model

Derkacheva A., Sakirkina M., Kraev G. et al., /. 2026.

Comprehensive data on natural hazards and their consequences are crucial for effective for risk assessment, adaptation planning, and emergency response. However, many countries face challenges with fragmented, inconsistent, and inaccessible data, particularly regarding local-scale events. To address this data gap in Russia, we developed an end-to-end processing pipeline that scrapes news from various online sources, ...

Added: April 28, 2026

Machine Learning Approach to Anticancer Activity Prediction of Transition-Metal Complexes Based on a Large-Scale Experimental Database

Krasnov L., Malikov D., Kiseleva M. et al., Journal of Medicinal Chemistry 2026 Vol. 69 No. 8 P. 8838–8851

In this work, we developed a straightforward data-driven approach to predict the cytotoxicity of metal complexes based entirely on their (metal + ligands) composition. To this end, we have manually curated MetalCytoToxDB─a comprehensive experimental database comprising 26,500 IC50 values for 7050 metal complexes against 754 cell lines from 1921 articles. Based on these, machine learning ...

Added: April 23, 2026

Ising models on the hydrogen peroxide and other lattices

Qin X., Deng Y., Shchur L. et al., / Series arXiv "math". 2026. No. 2603.02962.

We perform a Monte Carlo analysis of the Ising model on many three-dimensional lattices. By means of finite-size scaling we obtain the critical points and determine the scaling dimensions. As expected, the critical exponents agree with the three-dimensional Ising universality class for all models. The irrelevant field, as revealed by the correction-to-scaling amplitudes, appears to ...

Added: April 20, 2026