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ORCIDAIST 2019: Kazan, Russia - Supplementary Proceedings
- 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. 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, Semyon Romanov:
An Algorithm for Constructing a Topological Skeleton for Semi-structured Spatial Data Based on Persistent Homology. 16-26 - Stepan Gogolev, Evgeniy M. Ozhegov:
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, Maxim D. Shevelev, Alexandra V. Nikonenko, Pavel G. Polishchuk, Asima I. Rakhimbekova, Timur I. Madzhidov:
Multi-instance Learning for Structure-Activity Modeling for Molecular Properties. 62-71 - Dmitry G. Zaytsev, Valentina V. Kuskova, Polina Lushnikova, Gregory S. Khvatsky:
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, Valery D. Solovyev:
A Method of Semantic Change Detection Using Diachronic Corpora Data. 94-106 - Elena I. Boychuk, Inna A. Vorontsova, Elena Shliakhtina, Ksenia V. Lagutina, Olga Belyaeva:
Automated Approach to Rhythm Figures Search in English Text. 107-119 - Oleg Durandin, Alexey Malafeev:
Adapting the Graph2Vec Approach to Dependency Trees for NLP Tasks. 120-131 - Stanislav Khristoforov, Vladimir V. Bochkarev, Anna V. Shevlyakova:
Recognition of Parts of Speech Using the Vector of Bigram Frequencies. 132-142 - Eduard Klyshinsky, Valeriya V. Gribova, Carina Shakhgeldyan, Elena A. Shalfeeva, Dmitry B. Okun, Boris I. Geltser, Tatiana A. Gorbach, Olesia D. Karpik:
Formalization of Medical Records Using an Ontology: Patient Complaints. 143-153 - Alexey Malafeev, Kirill Nikolaev:
A Deep Learning Method Study of User Interest Classification. 154-159 - Lyudmila Maltina, Alexey Malafeev:
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, Gulnara Gimaletdinova, Liliia Khalitova, Liliya Usmanova:
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, Alyaxey Yaskevich, Anastasiya Lisitsina, Tamara Zhordaniya, Andrey Kutuzov, Elizaveta Kuzmenko:
Vec2graph: A Python Library for Visualizing Word Embeddings as Graphs. 190-198
Social Network Analysis
- Ivan Dmitriev, Elena Zamyatina:
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 Vladimirovich Kuznetsov:
Face Recognition Using DELF Feature Descriptors on RGB-D Data. 237-243 - Oksana Logunova, Ivan Bagaev, Daria Arefeva, Evgeniy Garbar:
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, Andrey Philippovich:
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, Fatih Uzun, Alexei I. Salimon, Alexander M. Korsunsky:
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, Ilya Makarov:
Prediction of New Itinerary Markets for Airlines via Network Embedding. 315-325 - Sergey Makrushin, Nikita Blokhin:
Developing a Network-Based Method for Building Associative Series of Hashtags. 326-337
Analysis of Dynamic Behavior Through Event Data
- Aleksandr A. Borodinov, Vladislav V. Myasnikov:
Method of Determining User Preferences for the Personalized Recommender Systems for Public Transport Passengers. 341-351
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