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9th AIST 2020: Skolkovo, Moscow, Russia
- Wil M. P. van der Aalst
, Vladimir Batagelj
Analysis of Images, Social Networks and Texts - 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15-16, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12602, Springer 2021, ISBN 978-3-030-72609-6
Invited Papers
- Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro
Making ML Models Fairer Through Explanations: The Case of LimeOut. 3-18 - Vitaly Ivanin
RuREBus: A Case Study of Joint Named Entity Recognition and Relation Extraction from E-Government Domain. 19-27 - Léonard Kwuida
On Interpretability and Similarity in Concept-Based Machine Learning. 28-54
Natural Language Processing
- Taisia Glushkova
DaNetQA: A Yes/No Question Answering Dataset for the Russian Language. 57-68 - Yulia Badryzlova
Do Topics Make a Metaphor? Topic Modeling for Metaphor Identification and Analysis in Russian. 69-81 - Marina Belyanova, Sergey Chernobrovkin, Igor Latkin, Yuriy Gapanyuk
Metagraph Based Approach for Neural Text Question Generation. 82-95 - Daniil Chernyshev
Abstractive Summarization of Russian News Learning on Quality Media. 96-104 - Elena Chistova
RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models. 105-119 - Anna Glazkova
A Comparative Study of Feature Types for Age-Based Text Classification. 120-134 - Marina Kazyulina
Emotion Classification in Russian: Feature Engineering and Analysis. 135-148 - Valentin Malykh, Denis Porplenko, Elena Tutubalina
Generating Sport Summaries: A Case Study for Russian. 149-161 - Yuliana Solomatina, Natalia V. Loukachevitch:
Automatic Generation of Annotated Collection for Recognition of Sentiment Frames. 162-174 - Julia Rodina
ELMo and BERT in Semantic Change Detection for Russian. 175-186 - Ramil Yarullin, Pavel Serdyukov:
BERT for Sequence-to-Sequence Multi-label Text Classification. 187-198
Computer Vision
- Ivan Drokin
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans. 201-215 - Valeria Volokha, Peter Gladilin:
Identifying User Interests and Habits Using Object Detection and Semantic Segmentation Models. 216-229 - Maksim Golyadkin, Ilya Makarov:
Semi-automatic Manga Colorization Using Conditional Adversarial Networks. 230-242 - Konstantin Lomotin
Automated Image and Video Quality Assessment for Computational Video Editing. 243-256 - Aleksei Samarin, Valentin Malykh:
Ensemble-Based Commercial Buildings Facades Photographs Classifier. 257-265
Social Network Analysis
- Olga Gerasimova
Linking Friends in Social Networks Using HashTag Attributes. 269-281 - Anatoliy Surikov
Emotional Analysis of Russian Texts Using Emojis in Social Networks. 282-293 - Kseniia Tikhomirova, Ilya Makarov:
Community Detection Based on the Nodes Role in a Network: The Telegram Platform Case. 294-302 - Alexander Usanin, Ilya Zimin, Elena Zamyatina
Study of Strategies for Disseminating Information in Social Networks Using Simulation Tools. 303-315
Data Analysis and Machine Learning
- Artem Appalonov
Advanced Data Recognition Technique for Real-Time Sand Monitoring Systems. 319-330 - Anton Broilovskiy
Human Action Recognition for Boxing Training Simulator. 331-343 - Evgeny Burnaev
Bayesian Filtering in a Latent Space to Predict Bank Net Income from Acquiring. 344-355 - Ivan Fursov, Alexey Zaytsev, Nikita Kluchnikov, Andrey Kravchenko, Evgeny Burnaev
Gradient-Based Adversarial Attacks on Categorical Sequence Models via Traversing an Embedded World. 356-368 - Dmitry M. Kochetkov
Russia on the Global Artificial Intelligence Scene. 369-378 - Dmitry Medvedev, Alexander D'yakonov:
New Properties of the Data Distillation Method When Working with Tabular Data. 379-390 - Victoria Snorovikhina, Alexey Zaytsev:
Unsupervised Anomaly Detection for Discrete Sequence Healthcare Data. 391-403
Theoretical Machine Learning and Optimization
- Eduard Kh. Gimadi
Lower Bound Polynomial Fast Procedure for the Resource-Constrained Project Scheduling Problem Tested on PSPLIB Instances. 407-420 - Konstantin Kobylkin
Fast Approximation Algorithms for Stabbing Special Families of Line Segments with Equal Disks. 421-432
Process Mining
- Julio Cesar Carrasquel, Khalil Mecheraoui, Irina A. Lomazova
Checking Conformance Between Colored Petri Nets and Event Logs. 435-452 - Anton Rigin
Data and Reference Semantic-Based Simulator of DB-Nets with the Use of Renew Tool. 453-465
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