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ORCID9th AIST 2020: Skolkovo, Moscow, Russia
- Wil M. P. van der Aalst
, Vladimir Batagelj, Dmitry I. Ignatov, Michael Yu. Khachay, Olessia Koltsova, Andrey Kutuzov, Sergei O. Kuznetsov, Irina A. Lomazova, Natalia V. Loukachevitch, Amedeo Napoli, Alexander Panchenko, Panos M. Pardalos, Marcello Pelillo, Andrey V. Savchenko, Elena Tutubalina:
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, Amedeo Napoli:
Making ML Models Fairer Through Explanations: The Case of LimeOut. 3-18 - Vitaly Ivanin, Ekaterina Artemova, Tatiana Batura, Vladimir Ivanov, Veronika Sarkisyan, Elena Tutubalina, Ivan Smurov:
RuREBus: A Case Study of Joint Named Entity Recognition and Relation Extraction from E-Government Domain. 19-27 - Léonard Kwuida, Dmitry I. Ignatov:
On Interpretability and Similarity in Concept-Based Machine Learning. 28-54
Natural Language Processing
- Taisia Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, Ekaterina Artemova, Dmitry I. Ignatov:
DaNetQA: A Yes/No Question Answering Dataset for the Russian Language. 57-68 - Yulia Badryzlova, Anastasia Nikiforova, Olga Lyashevskaya:
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, Boris V. Dobrov:
Abstractive Summarization of Russian News Learning on Quality Media. 96-104 - Elena Chistova, Artem Shelmanov, Dina Pisarevskaya, Maria Kobozeva, Vadim Isakov, Alexander Panchenko, Svetlana Toldova, Ivan V. Smirnov:
RST Discourse Parser for Russian: An Experimental Study of Deep Learning Models. 105-119 - Anna V. Glazkova, Yury Egorov, Maksim Glazkov:
A Comparative Study of Feature Types for Age-Based Text Classification. 120-134 - Marina Kazyulina, Aleksandr Babii, Alexey Malafeev:
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, Yuliya Trofimova, Andrey Kutuzov, Ekaterina Artemova:
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, Elena Ericheva:
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, Ilya Makarov:
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, Viktoriia Syomochkina:
Linking Friends in Social Networks Using HashTag Attributes. 269-281 - Anatoliy Surikov, Evgeniia Egorova:
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, Yulia S. Maslennikova, Artem Khasanov:
Advanced Data Recognition Technique for Real-Time Sand Monitoring Systems. 319-330 - Anton Broilovskiy, Ilya Makarov:
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, Aliaksandr Birukou, Anna Ermolayeva:
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, Evgenii N. Goncharov, Alexandr A. Shtepa:
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, Sergey A. Shershakov:
Data and Reference Semantic-Based Simulator of DB-Nets with the Use of Renew Tool. 453-465
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