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AIST 2019: Kazan, Russia - Supplementary Proceedings
- 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. Communications in Computer and Information Science 1086, Springer 2020, ISBN 978-3-030-39574-2
General Topics of Data Analysis
- Roman Beltiukov
Optimizing Q-Learning with K-FAC Algorithm. 3-8 - Evgeny Dolotov, Nikolai Yu. Zolotykh
Evolutionary Algorithms for Constructing an Ensemble of Decision Trees. 9-15 - Sergey Eremeev
An Algorithm for Constructing a Topological Skeleton for Semi-structured Spatial Data Based on Persistent Homology. 16-26 - Stepan Gogolev
Comparison of Machine Learning Algorithms in Restaurant Revenue Prediction. 27-36 - Valeriia Guryanova
Online Augmentation for Quality Improvement of Neural Networks for Classification of Single-Channel Electrocardiograms. 37-49 - Pavel Sulimov, Elena Sukmanova, Roman Chereshnev, Attila Kertész-Farkas
Guided Layer-Wise Learning for Deep Models Using Side Information. 50-61 - Dmitry V. Zankov
Multi-instance Learning for Structure-Activity Modeling for Molecular Properties. 62-71 - Dmitry G. Zaytsev
Cross-Efficiency of International Sanctions: Application of Data Envelopment Analysis and Network Methodology. 72-82
Natural Language Processing
- Ilya Azerkovich
Using Semantic Information for Coreference Resolution with Neural Networks in Russian. 85-93 - Vladimir V. Bochkarev, Anna V. Shevlyakova
A Method of Semantic Change Detection Using Diachronic Corpora Data. 94-106 - Elena I. Boychuk
Automated Approach to Rhythm Figures Search in English Text. 107-119 - Oleg Durandin
Adapting the Graph2Vec Approach to Dependency Trees for NLP Tasks. 120-131 - Stanislav Khristoforov
Recognition of Parts of Speech Using the Vector of Bigram Frequencies. 132-142 - Eduard Klyshinsky
Formalization of Medical Records Using an Ontology: Patient Complaints. 143-153 - Alexey Malafeev
A Deep Learning Method Study of User Interest Classification. 154-159 - Lyudmila Maltina
Morpheme Segmentation for Russian: Evaluation of Convolutional Neural Network Models. 160-166 - Eugeny Mukhin:
Using Pre-trained Deeply Contextual Model BERT for Russian Named Entity Recognition. 167-173 - Valery D. Solovyev
Expert Assessment of Synonymic Rows in RuWordNet. 174-183 - Maria Tikhonova:
Text Mining for Evaluation of Candidates Based on Their CVs. 184-189 - Nadezda Katricheva
Vec2graph: A Python Library for Visualizing Word Embeddings as Graphs. 190-198
Social Network Analysis
- Ivan Dmitriev
How to Prevent Harmful Information Spreading in Social Networks Using Simulation Tools. 201-213 - Rostislav Yavorskiy, Tamara Voznesenskaya, Ilya Samonenko:
Effect of Social Graph Structure on the Utilization Rate in a Flat Organization. 214-224
Analysis of Images and Video
- Gurgeet Singh Bhogal, Anil Kumar Rawat:
Discernment of Smoke in Image Frames. 227-236 - Andrey Kuznetsov
Face Recognition Using DELF Feature Descriptors on RGB-D Data. 237-243 - Oksana Logunova
Efficient Information Support of the Automatic Process and Production Control System. 244-255 - Vladimir Mokeev
An Ensemble of Learning Machine Models for Plant Recognition. 256-262 - Oleg Potkin
Hand Gestures Detection, Tracking and Classification Using Convolutional Neural Network. 263-269 - Taimoor Shakeel Sheikh, Adil Khan, Muhammad Fahim, Muhammad Ahmad:
Synthesizing Data Using Variational Autoencoders for Handling Class Imbalanced Deep Learning. 270-281 - Eugene S. Statnik
New Approach for Fast Residual Strain Estimation Through Rational 2D Diffraction Pattern Processing. 282-288 - Vladimir Gudkov:
Fast Identification of Fingerprint. 289-300 - Dmirty Zhelonkin, Nikolay Karpov
Training Effective Model for Real-Time Detection of NSFW Photos and Drawings. 301-312
Optimization Problems on Graphs and Network Structures
- Dmitrii Kiselev
Prediction of New Itinerary Markets for Airlines via Network Embedding. 315-325 - Sergey Makrushin
Developing a Network-Based Method for Building Associative Series of Hashtags. 326-337
Analysis of Dynamic Behavior Through Event Data
- Aleksandr A. Borodinov
Method of Determining User Preferences for the Personalized Recommender Systems for Public Transport Passengers. 341-351
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