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 | |
| LNCS | |
| 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
|
| CCIS | |
| 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 | |
| LNCS | |
| 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
|
| CCIS | |
| 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 | |
| LNCS | |
| 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
|
| CCIS | |
| 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 | |
| LNCS | |
| 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
|
| CCIS | |
| 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 | |
| LNCS | |
| 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
|
| CCIS | |
| 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
|
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