Accepted Papers
Note that the titles/authors may change and papers may be withdrawn. For the final titles/authors, please refer to the proceedings when they are out.
Data Analysis and Machine Learning
LNCS
Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world
Ivan Fursov, Alexey Zaytsev, Nikita Klyuchnikov, Andrey Kravchenko and Evgeny Burnaev
Bayesian Filtering in a Latent Space to Predict Bank Net Income from Acquiring
Evgeny Burnaev
Human Action Recognition for Boxing Training Simulator
Anton Broilovskiy and Ilya Makarov
New Properties Of The Data Distillation Method When Working With Tabular Data
Dmitry Medvedev and Alexander Dyakonov
Unsupervised anomaly detection for semi-structured sequence healthcare data
Victoria Snorovikhina and Alexey Zaytsev
Advanced data recognition technique for real-time sand monitoring systems
Artem Appalonov, Yulia Maslennikova and Artem Khasanov
Russia on the Global Artificial Intelligence Scene
Dmitry Kochetkov, Aliaksandr Birukou and Anna Ermolayeva
CCIS
Interpretation of 3D CNNs for Brain MRI Data Classification
Maxim Kan, Ruslan Aliev, Anna Rudenko, Nikita Petrashen, Nikita Drobyshev, Ekaterina Kondrateva, Maxim Sharaev, Alexander Bernstein and Evgeny Burnaev
A Comparison of Neural Networks Architectures for Diacritics Restoration
Eduard Klyshinsky and Olesya Karpik
Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Data
Dmitry Ignatov, Gennady Khvorykh, Stefan Nikolic, Makhmud Shaban and Fouzi Takelait
Computer Vision
LNCS
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans
Ivan Drokin and Elena Ericheva
Semi-Automatic Manga Colorization using Conditional Adversarial Networks
Maksim Golyadkin and Ilya Makarov
Automated Image and Video Quality Assessment for Computational Video Editing
Konstantin Lomotin and Ilya Makarov
Identifying user interests and habits using object detection and semantic segmentation models
Petr Gladilin and Valeria Volokha
CCIS
Efficient Group-based Cohesion Prediction in Images using Facial Descriptors
Ilya Gavrikov and Andrey Savchenko
Automatic Grading of Knee Osteoarthritis from Plain Radiographs using Densely Connected Convolutional Networks
Alexey Mikhaylichenko and Yana Demyanenko
A Novel Approach to Measurement of the Transverse Velocity of the Large-Scale Objects
Ivan Goncharov, Alexey Mikhaylichenko and Anatoly Kleschenkov
Unsupervised training of denoising networks
Alexey Kovalenko and Yana Demyanenko
Natural Language Processing
LNCS
ELMo and BERT in semantic change detection for Russian
Yuliya Trofimova, Julia Rodina, Andrey Kutuzov and Ekaterina Artemova
RST Discourse Parser for Russian: Experimental Study of Deep Learning Models
Elena Chistova, Artem Shelmanov, Dina Pisarevskaya, Maria Kobozeva, Svetlana Toldova, Alexander Panchenko and Ivan Smirnov
Do topics make a metaphor? Topic modeling for metaphor identification and analysis in Russian
Yulia Badryzlova, Anastasia Nikiforova and Olga Lyashevskaya
Generating Sport Summaries: A Case Study for Russian
Valentin Malykh, Denis Porplenko and Elena Tutubalina
DaNetQA: a yes/no Question Answering Dataset for the Russian Language
Ekaterina Artemova, Taisiya Glushkova, Alexey Machnev and Dmitry Ignatov
BERT for Sequence-to-Sequence Multi-Label Text Classification
Ramil Yarullin and Pavel Serdyukov
Ensemble-based commercial buildings facades photographs classifier
Aleksei Samarin and Valentin Malykh
Automatic emotion identification in russian text messages
Marina Kazyulina, Aleksandr Babii and Alexey Malafeev
A Comparative Study of Feature Types for Age-Based Text Classification
Anna Glazkova, Yury Egorov and Maksim Glazkov
Automatic Generation of Annotated Collection for Recognition of Sentiment Frames
Yuliana Solomatina and Natalia Loukachevitch
Metagraph based approach for neural text question generation
Marina Belyanova, Sergey Chernobrovkin, Igor Latkin and Yuriy Gapanyuk
Abstractive Summarization of Russian News Learning on Quality Media
Daniil Chernyshev and Boris Dobrov
CCIS
Detecting Automatically Managed Accounts in Online Social Networks: Graph Embedding Approach
Ilia Karpov and Ekaterina Glazkova
Federated Learning in Named Entity Recognition
Efim Luboshnikov and Ilya Makarov
Semantic Recommendation System for Bilingual Corpus of Academic Papers
Anna Safaryan, Petr Filchenkov, Weijia Yan, Andrey Kutuzov and Irina Nikishina
Prediction of News Popularity via Keywords Extraction and Trends Tracking
Alexander Pugachev, Anton Voronov and Ilya Makarov
Methods for Verification of Sentiment frames
Irina Matueva and Natalia Loukachevitch
A Multi-task Learning Approach to Text Simplification
Anna Dmitrieva and Jörg Tiedemann
E-hypertext Media Topic Model with Automatic Label Assignment
Olga Mitrofanova, Anna Kriukova, Valery Shulginov and Vadim Shulginov
Convolutional Variational Autoencoders for Audio Feature Representation in Speech Recognition Systems
Olga Yakovenko and Ivan Bondarenko
Did You Just Assume My Vector? Detecting Gender Stereotypes in Word Embeddings
Amir Bakarov
Investigating the robustness of reading difficulty models for Russian educational texts
Ulyana Isaeva and Alexey Sorokin
Social Network Analysis
LNCS
Linking Friends in Social Networks using HashTag Attributes
Olga Gerasimova and Viktoriia Syomochkina
Emotional analysis of Russian texts using emojis in social networks
Anatoliy Surikov and Evgeniia Egorova
Community Detection Based on the Nodes Role in a Network: the Telegram Platform Case
Kseniia Tikhomirova and Ilya Makarov
Study Of Strategies For Disseminating Information In Social Networks Using Simulation Tools
Alexander Usanin, Ilya Zimin and Elena Zamyatina
CCIS
Organizational networks revisited: longitudinal approach
Antonina Milekhina, Valentina Kuskova and Elena Artyukhova.
How Minimal Degree of the Social Graph Affects Efficiency of an Organization
Ilya Samonenko, Tamara Voznesenskaya and Rostislav Yavorskiy
Theoretical Machine Learning and Optimization
LNCS
Fast Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks
Konstantin Kobylkin
Lower bound polynomial fast procedure for the Resource Constrained Project Scheduling Problem tested on PSPLIB instances
Edward Gimadi, Evgenii Goncharov and Alexander Shtepa
CCIS
An Effective Algorithm for the Three-Stage Facility Location Problem on a Tree-Like Network
Edward Kh. Gimadi and Aleksandr Shevyakov
On asymptotically optimal solvability of Euclidean Max m-k-Cycles Cover Problem
Edward Kh. Gimadi and Ivan A. Rykov
Process Mining
LNCS
Data and Reference Semantic-Based Simulator of DB-nets with the Use of Renew Tool
Anton Rigin and Sergey Shershakov
Checking Conformance between Colored Petri Nets and Event Logs
Julio Cesar Carrasquel, Khalil Mecheraoui and Irina Lomazova
CCIS
Educational Data Mining for Prediction of Academically Risky Students Depending on their Temperamen
Elena Shadrina, Olga Oshmarina and Marianna Korenkova