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ORCID8th AIST 2019: Kazan, Russia
- Wil M. P. van der Aalst
, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Valentina V. Kuskova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina:
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, Irina Nikishina:
Double-Blind Peer-Reviewing and Inclusiveness in Russian NLP Conferences. 3-8
Tutorial
- Valentina Kustikova, Evgeny Vasiliev, Alexander Khvatov, Pavel Kumbrasiev, Ivan Vikhrev, Konstantin Utkin, Anton Dudchenko, Gleb Gladilov:
Intel Distribution of OpenVINO Toolkit: A Case Study of Semantic Segmentation. 11-23
General Topics of Data Analysis
- Anna Berger, Sergey Guda:
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, Ilya Makarov:
Deep Reinforcement Learning Methods in Match-3 Game. 51-62 - Evgeniy M. Ozhegov, Alina Ozhegova, Ekaterina Mitrokhina:
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, Ilseyar Alimova, Valery D. Solovyev:
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, Kseniya Buraya:
Log-Based Reading Speed Prediction: A Case Study on War and Peace. 122-133 - Irina Fishcheva, Evgeny V. Kotelnikov:
Cross-Lingual Argumentation Mining for Russian Texts. 134-144 - Anna Glazkova, Valery Kruzhinov, Zinaida Sokova:
Dynamic Topic Models for Retrospective Event Detection: A Study on Soviet Opposition-Leaning Media. 145-154 - Andrey Kulagin, Yuriy Gavrilin, Yaroslav Kholodov:
Deep Embeddings for Brand Detection in Product Titles. 155-165 - Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko:
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, Nadezhda Ganzherli, Vladislav Maraev, Anna Glazkova, Dmitriy Grigoriev:
A Comparison of Algorithms for Detection of "Figurativeness" in Metaphor, Irony and Puns. 186-192 - Elena Pimonova, Oleg Durandin, Alexey Malafeev:
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, Alexander Panchenko, Ekaterina Artemova:
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, Elena V. Razova, Evgeny V. Kotelnikov, Vladimir R. Milov:
Selecting an Optimal Feature Set for Stance Detection. 242-253
Social Network Analysis
- Evgeny Komotskiy, Tatiana Oreshkina, Liubov Zabokritskaya, Marina Medvedeva, Andrey Sozykin, Nikolay Khlebnikov:
Analysis of Students Educational Interests Using Social Networks Data. 257-264 - Valentina V. Kuskova, Gregory S. Khvatsky, Dmitry G. Zaytsev, Nikita Talovsky:
Multilevel Exponential Random Graph Models Application to Civil Participation Studies. 265-275 - Dmitry G. Zaytsev, Nikita Talovsky, Valentina V. Kuskova, Gregory S. Khvatsky:
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, Nikolay Veldyaykin, Maxim Chertkov, Aleksei Pokoev:
American and Russian Sign Language Dactyl Recognition and Text2Sign Translation. 309-320 - Tatiana Malygina, Elena Ericheva, Ivan Drokin:
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, Adil Khan:
On Expert-Defined Versus Learned Hierarchies for Image Classification. 345-356 - Alexey N. Ruchay, Konstantin A. Dorofeev, Vsevolod V. Kalschikov:
A Switching Morphological Algorithm for Depth Map Recovery. 357-366 - Maria Taktasheva, Albert Matveev, Alexey Artemov, Evgeny Burnaev:
Learning to Approximate Directional Fields Defined Over 2D Planes. 367-374
Optimization Problems on Graphs and Network Structures
- Alexander Kel'manov, Vladimir I. Khandeev:
Fast and Exact Algorithms for Some NP-Hard 2-Clustering Problems in the One-Dimensional Case. 377-387 - Michael Yu. Khachay, Yuri Ogorodnikov:
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, Irina A. Lomazova:
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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