We are happy to finally announce AIST 2019 accepted papers.

All authors except for process mining track should have received the notifications from EasyChair. Please follow the instructions in the e-mails.

Process mining results are to be announced soon.

Authors Title
General topics of data analysis
Anastasiia Sokolova and Andrey Savchenko
Fast Nearest-Neighbor Classifier based on Sequential Analysis of Principal Components
Alexey Gurianov
Histogram-based algorithm for building gradient boosting ensembles of piecewise linear decision trees
Evgeniy Ozhegov, Alina Ozhegova and Ekaterina Mitrokhina
Distance in Geographic and Characteristics Space for Real Estate Price Prediction
Kirill Struminsky and Dmitry Vetrov
A Simple Method to Evaluate Support Size and Non-uniformity of a Decoder-Based Generative Model
Ildar Kamaldinov and Ilya Makarov
Deep Reinforcement Learning in Match-3 Game
Anna Berger and Sergey Guda
Experimental Analysis of Approaches to Multidimensional Conditional Density Estimation
Roman Beltyukov
Adaptation of Kronecker-Factored Approximate Curvature algorithm to Q-learning
Evgeny Dolotov and Nikolai Zolotykh
An evolutionary algorithms for constructing ensembles of decision trees
Polina Lushnikova, Dmitry Zaytsev, Valentina Kuskova and Gregory Khvatsky
Application of Data Envelopment Analysis and Network Methodology towards International Sanctions Effectiveness Evaluation
Sergey Eremeev and Semyon Romanov
An Algorithm for constructing a topological skeleton for semi-structured spatial data based on persistent homology
Pavel Sulimov, Elena Sukmanova, Roman Chereshnev and Attila Kertesz-Farkas
Guided Layer-wise Learning for Deep Models using Side Information
Ildar Baimuratov, Nataly Zhukova, Dmitry Mouromtsev and Than Nguyen
A Bayesian information criterion for unsupervised learning based on an objective prior
Dmitry Zankov
Multi-instance learning for structure-activity modeling for molecular properties
Valeriia Guryanova
Online augmentation for quality improvement of neural networks for classification of single-channel electrocardiograms
Stepan Gogolev and Evgeniy Ozhegov
Feature Selection and Comparison of Machine Learning Algorithms in Restaurant Revenue Prediction
Natural Language Processing
Andrey Sysoev and Irina Nikishina
Deep JEDi: Deep Joint Entity Disambiguation to Wikipedia for Russian
Valentin Malykh, Anton Alekseev, Sergey Nikolenko, Elena Tutubalina and Ilya Shenbin
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspects Extraction
Elena Pimonova, Oleg Durandin and Alexey Malafeev
Authorship Attribution in Russian with New High-Performing and Fully Interpretable Morpho-Syntactic Features
Pavel Braslavski, Igor Tukh and Kseniya Buraya
Log-based Reading Speed Prediction: a Case Study on War and Peace
Elena Mikhalkova, Nadezhda Ganzherli, Vladislav Maraev, Anna Glazkova and Dmitriy Grigoriev
A comparison of algorithms for detection of “figurativeness” in metaphor, irony and puns
Nikolay Arefyev and Boris Sheludko
Combining Neural Language Models for WordSense Induction
Sergey Vychegzhanin, Elena Razova, Evgeny Kotelnikov and Vladimir Milov
Selecting an optimal feature set for stance detection
Valentin Malykh
Combined Advertising Sign Classifier
Anna Glazkova, Valery Kruzhinov and Zinaida Sokova
Dynamic Topic Models for Retrospective Event Detection: A Study on Soviet Opposition-Leaning Media
Dmitry Popov, Alexander Pugachev, Polina Svyatokum, Elizaveta Svitanko and Ekaterina Artemova
Evaluation of Sentence Embedding Models for Natural Language Understating Problems in Russian
Irina Fishcheva and Evgeny Kotelnikov
Cross-lingual argumentation mining for Russian texts
Dmitry Puzyrev, Artem Shelmanov, Alexander Panchenko and Ekaterina Artemova
Noun Compositionality Detection using Distributional Semantics for the Russian Language
Ilseyar Alimova and Elena Tutubalina
Biomedical Entities Impact on Rating Prediction for Psychiatric Drugs
Andrey Kulagin, Yuriy Gavrilin and Yaroslav Kholodov
Deep Embeddings for Brand Detection in Product Titles
Elena Boychuk, Inna Vorontsova, Elena Shliakhtina, Olga Belyaeva and Ksenia Lagutina
Automated Approach to Rhythm Figures Search in English Text
Vladimir Bochkarev, Anna Shevlyakova and Valery Solovyev
A Method of Semantic Change Detection Using Diachronic Corpora Data
Eduard Klyshinsky and Carina Shakhgeldyan
Formalization of Medical Records Using an Ontology: Patient’s Complains
Alyaxey Yaskevich, Anastasiya Lisitsina, Nadezda Katricheva, Tamara Zhordaniya, Andrey Kutuzov and Elizaveta Kuzmenko
vec2graph: a Python library for visualizing word embeddings as graphs
Alexey Malafeev and Kirill Nikolaev
A Deep Learning Method Study of User Interest Classification
Ilya Azerkovich
Using semantic information for coreference resolution with neural networks in Russian
Valery Solovyev, Gulnara Gimaletdinova, Liliia Khalitova and Liliya Usmanova
Expert Assessement of Synonymic Rows in RuWordNet
Maria Tikhonova
Text Mining for Evaluation of Candidates Based on Their CVs
Oleg Durandin and Alexey Malafeev
Adapting the Graph2Vec Approach to Dependency Trees for NLP Tasks
Lyudmila Maltina and Alexey Malafeev
Morpheme Segmentation for Russian: Evaluation of Convolutional Neural Network Models
Stanislav Khristoforov, Vladimir Bochkarev and Anna Shevlyakova
Recognition of Parts of Speech Using the Vector of Bigram Frequencies
Eugeny Mukhin
Using pre-trained deeply contextual model BERT for Russian Named Entity Recognition
Social Network Analysis
Gregory Khvatsky, Dmitry Zaytsev, Valentina Kuskova and Nikita Talovsky
Multilevel Exponential Random Graph Models Application to Civil Participation Studies
Nikita Talovsky, Gregory Khvatsky, Dmitry Zaytsev and Valentina Kuskova
Classification of the Named Entities: Testing the Advocacy Coalition Theory by Document Analysis (the Case of Russian Civil Society Policy)
Evgeny Komotskiy, Tatiana Oreshkina, Liubov Zabokritskaya, Marina Medvedeva, Andrey Sozykin and Nikolai Khlebnikov
Analysis of Students Educational Interests Using Social Networks Data
Ivan Dmitriev and Elena Zamyatina
How to Prevent Harmful Information Spreading in Social Networks Using Simulation Tools
Rostislav Yavorskiy, Tamara Voznesenskaya and Ilya Samonenko
Effect of Social Graph Structure on the Utilization Rate in a Flat Organization
Analysis of Images and Video
Tatiana Malygina, Elena Ericheva and Ivan Drokin
Data augmentation with GAN: improving chest X-rays pathologies prediction on class-imbalanced cases
Maria Taktasheva, Albert Matveev, Alexey Artemov and Evgeny Burnaev
Learning to Approximate Directional Fields Defined over 2D Planes
Ilya Makarov, Nikolay Veldyaykin, Aleksei Pokoev and Maxim Chertkov
American and Russian Sign Language Dactyl Recognition and Text2Sign Translation
Ivan Panchenko and Adil Khan
On Expert-defined versus Learned Hierarchies for Image Classification
Alexey Ruchay, Konstantin Dorofeev and Vsevolod Kalschikov
A switching morphological algorithm for depth map recovery
Alexey Grigorev, Nikita Korobov, Polina Kutsevol, Artem Lukoyanov and Ilya Zharikov
Input simplifying as an approach for improving neural network efficiency
Kirill Demochkin and Andrey Savchenko
Multi-label Image Set Recognition in Visually-Aware Recommender Systems
Evgeny Myasnikov
Estimation of non-radial geometric distortions for dash cams
Eugene S. Statnik, Alexei I. Salimon and Alexander M. Korsunsky
New Approach for Fast Residual Strain Estimation through Rational 2D Diffraction Pattern Processing
Oleg Potkin and Andrey Philippovich
Hand gestures detection, tracking and classication using Convolutional Neural Network
Vladimir Mokeyev
An ensemble of learning machine models for plant recognition
Nikolay Karpov and Dmirty Zhelonkin
Training Effective Model for Real-Time Detection of NSFW Photos and Drawings
Gudkov Vladimir
Fast Identification of Fingerprint
Taimoor Shakeel Sheikh, Adil Khan, Muhammad Fahim and Muhammad Ahmad
Preprocessing Imbalanced Data using Variational Autoencoders For Class-imbalanced Deep Learning
Oksana Logunova, Ivan Bagaev, Daria Arefeva and Evgeniy Garbar
Efficient information support of the automatic process and production control system
Andrey Kuznetsov
Face recognition using DELF feature descriptors on RGB-D data
Gurgeet Singh Bhogal and Anil Kumar Rawat
Discernment of smoke in image frames
Optimization problems on graphs and network structures
Michael Khachay and Yuri Ogorodnikov
Efficient PTAS for the Euclidean Capacitated Vehicle Routing Problem with non-uniform non-splittable demand
Alexander Kelmanov and Vladimir Khandeev
Fast and Exact Algorithms for Some NP-Hard 2-Clustering Problems in the One-Dimensional Case
Aleksey Maksimov and Mikhail Gashnikov
Rank filtration-based adaptive interpolator for differential compression of multidimensional signals
Ilya Makarov and Dmitry Kiselev
Prediction of New Itinerary Markets for Airlines via Network Embedding
Sergey Makrushin and Nikita Blokhin
Developing a network-based method for building associative series of hashtags