Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary Proceedings

Vol. 12602. Springer, 2021.

Научный редактор: W. . van der Aalst, V. Batagelj, Бузмаков А. В., Игнатов Д. И., Каленкова А. А., M. Khachay, Кольцова Е. Ю., A. Kutuzov, Кузнецов С. О., Ломазова И. А., N. Loukachevitch, Макаров И. А., A. Napoli, A. Panchenko, Пардалос П. О., M. Pelillo, Савченко А. В., E. Tutubalina

Главы книги

A Comparison of Neural Networks Architectures for Diacritics Restoration

Клышинский Э. С., Карпик О. В., Бондаренко А. В., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 242–253.

Добавлено: 19 октября 2020 г.

Educational Data Mining for Prediction of Academically Risky Students Depending on their Temperament

Коренькова М. М., Шадрина Е. В., Ошмарина О. Е., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 277–290.

Добавлено: 6 декабря 2020 г.

On Interpretability and Similarity in Concept-Based Machine Learning

Игнатов Д. И., Kwuida L., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021.

Добавлено: 14 января 2021 г.

E-hypertext Media Topic Model with Automatic Label Assignment

Mitrofanova O., Kriukova A., Шульгинов В. А. и др., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. Ch. 9 P. 102–114.

Добавлено: 24 марта 2021 г.

Prediction of News Popularity via Keywords Extraction and Trends Tracking

Alexander Pugachev, Voronov A., Макаров И. А., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. Ch. 4 P. 37–51.

In the last years, news agencies have become more influential in various social groups. At the same time, the media industry starts to monetize online distributed articles with contextual advertising. However, the efficiency of online marketing highly depends on the popularity of news articles. In our work, we present an alternative and effective way for ...

Добавлено: 24 марта 2021 г.

Federated Learning in Named Entity Recognition

Efim Luboshnikov, Макаров И. А., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. Ch. 8 P. 90–101.

This article is devoted to the implementation of the federated approach to named entity recognition. The novel federated approach is designed to solve data privacy issues. The classic BiLSTM-CNNs-CRF and its modifications trained on a single machine are taken as baseline. Federated training is conducted for them. Influence of use of pretrained embedding, use of ...

Добавлено: 24 марта 2021 г.

Detecting Automatically Managed Accounts in Online Social Networks: Graph Embeddings Approach

Карпов И. А., Глазкова Е. В., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 11–21.

Добавлено: 19 июня 2021 г.

Virus Model Evaluation Framework

Вельд Н. О., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 303–306.

Добавлено: 11 июля 2021 г.

How the Minimal Degree of a Social Graph Affects the Efficiency of an Organization

Самоненко И. Ю., Вознесенская Т. В., Yavorskiy R., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 173–181.

Добавлено: 29 ноября 2021 г.

Machine learning methods for demographic data analysis

Муратова А. А., Игнатов Д. И., Митрофанова Е. С., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 297–299.

Добавлено: 1 ноября 2022 г.

Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data

Игнатов Д. И., Khvorykh G., Khrunin A. и др., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. P. 185–204.

Добавлено: 1 ноября 2022 г.

Semantic Recommendation System for Bilingual Corpus of Academic Papers

Сафарян А. К., Petr Filchenkov, Yan W. и др., , in: Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020 Revised Supplementary ProceedingsVol. 12602.: Springer, 2021. Ch. 3 P. 22–36.

Добавлено: 18 сентября 2023 г.

Ключевые слова: natural language processing, data analysis, machine learning, computer vision, social network analysis, process mining, theoretical machine learning and optimization