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8th AIST 2019: Kazan, Russia
- Wil M. P. van der Aalst
, Vladimir Batagelj
Analysis of Images, Social Networks and Texts - 8th International Conference, AIST 2019, Kazan, Russia, July 17-19, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11832, Springer 2019, ISBN 978-3-030-37333-7
Invited Opinion Talk
- Andrey Kutuzov
Double-Blind Peer-Reviewing and Inclusiveness in Russian NLP Conferences. 3-8
Tutorial
- Valentina Kustikova
Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation. 11-23
General Topics of Data Analysis
- Anna Berger
Experimental Analysis of Approaches to Multidimensional Conditional Density Estimation. 27-38 - Aleksei Guryanov
Histogram-Based Algorithm for Building Gradient Boosting Ensembles of Piecewise Linear Decision Trees. 39-50 - Ildar Kamaldinov
Deep Reinforcement Learning Methods in Match-3 Game. 51-62 - Evgeniy M. Ozhegov
Distance in Geographic and Characteristics Space for Real Estate Price Prediction. 63-72 - Anastasiia D. Sokolova, Andrey V. Savchenko
Fast Nearest-Neighbor Classifier Based on Sequential Analysis of Principal Components. 73-80 - Kirill Struminsky, Dmitry P. Vetrov:
A Simple Method to Evaluate Support Size and Non-uniformity of a Decoder-Based Generative Model. 81-93
Natural Language Processing
- Elena Tutubalina
Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs. 97-104 - Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina:
Combining Neural Language Models for Word Sense Induction. 105-121 - Igor Tukh, Pavel Braslavski
Log-Based Reading Speed Prediction: A Case Study on War and Peace. 122-133 - Irina Fishcheva
Cross-Lingual Argumentation Mining for Russian Texts. 134-144 - Anna Glazkova
Dynamic Topic Models for Retrospective Event Detection: A Study on Soviet Opposition-Leaning Media. 145-154 - Andrey Kulagin
Deep Embeddings for Brand Detection in Product Titles. 155-165 - Valentin Malykh, Anton Alekseev, Elena Tutubalina
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. 166-178 - Valentin Malykh, Aleksei Samarin:
Combined Advertising Sign Classifier. 179-185 - Elena Mikhalkova
A Comparison of Algorithms for Detection of "Figurativeness" in Metaphor, Irony and Puns. 186-192 - Elena Pimonova
Authorship Attribution in Russian with New High-Performing and Fully Interpretable Morpho-Syntactic Features. 193-204 - Dmitry Popov, Alexander Pugachev, Polina Svyatokum, Elizaveta Svitanko, Ekaterina Artemova:
Evaluation of Sentence Embedding Models for Natural Language Understanding Problems in Russian. 205-217 - Dmitry Puzyrev, Artem Shelmanov
Noun Compositionality Detection Using Distributional Semantics for the Russian Language. 218-229 - Andrey Sysoev, Irina Nikishina
Deep JEDi: Deep Joint Entity Disambiguation to Wikipedia for Russian. 230-241 - Sergey V. Vychegzhanin
Selecting an Optimal Feature Set for Stance Detection. 242-253
Social Network Analysis
- Evgeny Komotskiy, Tatiana Oreshkina, Liubov Zabokritskaya
Analysis of Students Educational Interests Using Social Networks Data. 257-264 - Valentina V. Kuskova
Multilevel Exponential Random Graph Models Application to Civil Participation Studies. 265-275 - Dmitry G. Zaytsev
The Entity Name Identification in Classification Algorithm: Testing the Advocacy Coalition Framework by Document Analysis (The Case of Russian Civil Society Policy). 276-288
Analysis of Images and Video
- Kirill V. Demochkin, Andrey V. Savchenko
Multi-label Image Set Recognition in Visually-Aware Recommender Systems. 291-297 - Alexey Grigorev, Artem Lukoyanov, Nikita Korobov, Polina Kutsevol, Ilya Zharikov:
Input Simplifying as an Approach for Improving Neural Network Efficiency. 298-308 - Ilya Makarov
American and Russian Sign Language Dactyl Recognition and Text2Sign Translation. 309-320 - Tatiana Malygina
Data Augmentation with GAN: Improving Chest X-Ray Pathologies Prediction on Class-Imbalanced Cases. 321-334 - Evgeny Myasnikov
Estimation of Non-radial Geometric Distortions for Dash Cams. 335-344 - Ivan Panchenko
On Expert-Defined Versus Learned Hierarchies for Image Classification. 345-356 - Alexey N. Ruchay
A Switching Morphological Algorithm for Depth Map Recovery. 357-366 - Maria Taktasheva, Albert Matveev, Alexey Artemov
Learning to Approximate Directional Fields Defined Over 2D Planes. 367-374
Optimization Problems on Graphs and Network Structures
- Alexander Kel'manov
Fast and Exact Algorithms for Some NP-Hard 2-Clustering Problems in the One-Dimensional Case. 377-387 - Michael Yu. Khachay
Efficient PTAS for the Euclidean Capacitated Vehicle Routing Problem with Non-uniform Non-splittable Demand. 388-398
Analysis of Dynamic Behavior Through Event Data
- Alexandra A. Kolosova
Detection of Anomalies in the Criminal Proceedings Based on the Analysis of Event Logs. 401-410 - Semyon E. Tikhonov, Alexey A. Mitsyuk
A Method to Improve Workflow Net Decomposition for Process Model Repair. 411-423
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