Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science

Vol. 11179. Берлин : Springer, 2018.

Под общей редакцией: W. M. van der Aalst, Батагель В., G. Glavaš,, Игнатов Д. И., M. Khachay, O. Koltsova, Кузнецов С. О., Ломазова И. А., N. Loukachevitch,, A. Napoli,, Савченко А. В., A. Panchenko,, Пардалос П. О., M. Pelillo,

This book constitutes the proceedings of the 7th International Conference on Analysis of Images, Social Networks and Texts, AIST 2018, held in Moscow, Russia, in July 2018.

The 29 full papers were carefully reviewed and selected from 107 submissions (of which 26 papers were rejected without being reviewed). The papers are organized in topical sections on natural language processing; analysis of images and video; general topics of data analysis; analysis of dynamic behavior through event data; optimization problems on graphs and network structures; and innovative systems.

Главы книги

Co-authorship Network Embedding and Recommending Collaborators via Network Embedding

Макаров И. А., Герасимова О. А., Сулимов П. А. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 32–38.

Co-authorship networks contain invisible patterns of collaboration among researchers. The process of writing joint paper can depend of different factors, such as friendship, common interests, and policy of university. We show that, having a temporal co-authorship network, it is possible to predict future publications. We solve the problem of recommending collaborators from the point of ...

Добавлено: 5 сентября 2018 г.

Joint Node-Edge Network Embedding for Link Prediction

Макаров И. А., Герасимова О. А., Сулимов П. А. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 20–31.

In this paper, we consider new formulation of graph embedding algorithm, while learning node and edge representation under common constraints. We evaluate our approach on link prediction problem for co-authorship network of HSE researchers’ publications. We compare it with existing structural network embeddings and feature-engineering models. ...

Добавлено: 5 сентября 2018 г.

Visualization of Data Science Community in Russia.

Яворский Р. Э., Вознесенская Т. В., Рудаков К. А., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. Ch. 1 P. 3–9.

Добавлено: 4 октября 2018 г.

Organizational networks revisited: Predictors of headquarters-subsidiary relationship perception

Милехина А. А., Артюхова Е. В., Кускова В. В., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 39–50.

Добавлено: 26 октября 2018 г.

Emotion Recognition of a Group of People in Video Analytics Using Deep Off-the-Shelf Image Embeddings

Tarasov Alexander V., Савченко А. В., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. Ch. 19 P. 191–198.

Добавлено: 12 декабря 2018 г.

Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations

Бакланов А. П., Khachay M., Pasynkov M., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 155–167.

Добавлено: 23 января 2019 г.

Extraction of Visual Features for Recommendation of Products via Deep Learning

Andreeva E., Игнатов Д. И., Грачев А. М. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 201–210.

Добавлено: 23 января 2019 г.

Tree-Based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows

Игнатов Д. И., Sinkov K., Spesivtsev P. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 221–233.

Добавлено: 23 января 2019 г.

Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery

Родригес Залепинос Р. А., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 331–342.

Добавлено: 27 января 2019 г.

Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas

Шестаков А. В., Кертес-Фаркаш А., Shmelkin D. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 234–246.

Добавлено: 7 февраля 2019 г.

Echo chambers vs opinion crossroads in news consumption on social media

Докука С. В., Кольцов С. Н., Кольцова Е. Ю. и др., , in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer ScienceVol. 11179.: Berlin: Springer, 2018. P. 13–19.

Добавлено: 1 марта 2021 г.

Ключевые слова: social networks, semantics, natural language processing, neural networks, support vector machines, NLP, World Wide Web, information retrieval, artificial intelligence, Medical image segmentation, problem solving, AIST, social networking, SVM, image processing

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