Accepted Papers

Springer LNCS

Overall, we recieved 127 submissions out of which 28 papers were rejected without reviewing (these are partial submissions or papers violated the submission rules). The remaining 99 papers were reviewed by at least 3 reviewers. The best 37 papers in the respectieve sections listed below were selected for publication in Springer LNCS volume. Note that in each section acceptance rate varied in the range 33-41%: the total acceptance rate is 37%.

Natural Language Processing

  1. Natalia Loukachevitch, Mikhail Nokel and Kirill Ivanov. Combining Thesaurus Knowledge and Probabilistic Topic Models

  2. Andrey Kutuzov and Maria Kunilovskaya. Size VS structure in training corpora for word embedding models: Araneum Russicum Maximum and Russian National Corpus

  3. Alexey Zobnin. Rotations and interpretability of word embeddings: the case of the Russian language

  4. Elena Bolshakova and Alexander Sapin. A morphological processor for Russian with extended functionality

  5. Luiza Sayfullina, Eric Malmi, Yiping Liao and Alex Jung. Domain adaptation for resume classification using Convolutional Neural Networks

  6. Ilseyar Alimova and Elena Tutubalina. Automated Detection of Adverse Drug Reactions From Social Media Posts With Machine Learning

  7. Dmitry Ustalov, Mikhail Chernoskutov, Chris Biemann and Alexander Panchenko. Fighting with Sparsity of the Synonymy Dictionaries for Automatic Synset Induction

  8. Oleg Durandin, Alexey Malafeev and Nikolai Zolotykh. SyntaxNet Errors from the Linguistic Point of View

  9. Ekaterina Vylomova, Andrey Shcherbakov, Yuriy Philippovich and Galina Cherkasova. Men Are from Mars, Women Are from Venus: Evaluation and Modeling of Verbal Associations

  10. Kirill Nikolaev and Alexey Malafeev. Russian-Language Question Classification: a New Typology and First Results

  11. Amir Bakarov and Olga Gureenkova. Word Embedding Models in Automatic Detection of Semantic Similarity of Messages from the Russian Imageboard 2ch

General Topics of Data Analysis

  1. Roman Chereshnev and Attila Kertesz-Farkas. HuGaDB: Human Gait Database for Activity Recognition from Wearable Inertial Sensor Networks

  2. Kirill Kuptsov, Sergey Eremeev and Semen Romanov. Algorithm for establishing the correspondence of spatial objects on different-scale maps based on methods of computational topology

  3. Ilya Makarov, Dmitry Savostyanov, Boris Litvyakov and Dmitry Ignatov. Predicting Winning Team and Probabilistic Ratings in Dota 2 and Counter-Strike: Global Offensive Video Games

  4. Anton Eremeev, Alexander Kelmanov, Artem Pyatkin and Igor Ziegler. Maximum Cardinality Subset of Vectors with a Constraint on Normalized Squared Length of Vectors Sum

  5. Anna Gromova. Using Cluster Analysis for Characteristics Detection in Software Defect Reports

  6. Evgeniy M. Ozhegov and Alina Ozhegova. Bagging Prediction for Censored Data: Application for Theatre Demand

  7. Fedor Krasnov, Nikolay Glavnov and Alexander Sitnikov. Machine learn approach to EOR prediction

Analysis of Images and Video

  1. Angelina Kharchevnikova, Anastasiia Sokolova and Andrey Savchenko. Organizing Multimedia Data in Video Surveillance Systems Based on Face Verification with Convolutional Neural Networks

  2. Ramon Antonio Rodriges Zalipynis, Evgeniy Pozdeev and Anton Bryukhov. Array DBMS and Satellite Imagery: Towards Big Raster Data in the Cloud

  3. Alexandr Notchenko, Yermek Kapushev and Evgeny Burnaev. Large-Scale Shape Retrieval with Sparse 3D Convolutional Neural Networks

  4. Alexey Ruchay and Vitaly Kober. Impulsive noise removal from color images with morphological filtering

  5. Evgeny Myasnikov. Nonlinear dimensionality reduction of hyperspectral data using spectral correlation as a similarity measure

  6. Yulia Novskaya and Ma Li-Zhuang. Floor-Ladder Framework For Human Face Beautications

  7. Andrey Kuznetsov and Vladislav Myasnikov. Satellite image forgery detection based on buildings shadows analysis

  8. Andrey Bokovoy and Konstantin Yakovlev. Original Loop-closure Detection Algorithm for Monocular vSLAM

Optimization Problems on Graphs and Network Structures

  1. Alexander Kelmanov, Sergey Khamidullin and Vladimir Khandeev. A randomized algorithm for 2-partition of a sequence

  2. Edward Gimadi. An exact algorithm for the Outerplanar Facility Location Problem with improoved time complexity

  3. Edward Kh. Gimadi and Oxana Tsidulko. Approximation Algorithms for the Maximum m-Peripatetic Salesman Problem

  4. Alexander Kelmanov, Anna Motkova and Vladimir Shenmaier. An Approximation Scheme for a Weighted Two-Cluster Partition Problem

  5. Michael Khachay and Katherine Neznakhina. Polynomial time solvable subclass of the Generalized Traveling Salesman Problem on Grid Clusters

  6. Daniel Khachay, Michael Khachay and Maria Poberiy. Hitting Set Problem for Axis-Parallel Squares Intersecting a Straight Line is polynomially solvable for any fixed range of square sizes

  7. Konstantin Kobylkin. Stabbing line segments with disks: complexity and approximation algorithms

Analysis of Dynamic Behavior through Event Data

  1. Andrey Konchagin and Anna Kalenkova. On the efficient application of Aho-Corasick algorithm in process mining field

Social Network Analysis

  1. Ilya Makarov, Oleg Bulanov, Olga Gerasimova, Natalia Mescheryakova, Leonid Zhukov and Ilia Karpov. Scientific Matchmaker: Collaborator Recommender System

  2. Alexander Harlamov. Dynamic semantic network analysis of unstructured text corpuses

  3. Sofia Dokuka, Ekaterina Krekhovets and Margarita Priymak. Health, grades and social networks: How GPA and BMI contribute in friendship formation

Posters with a Publication in the Supplementary Volume

Preliminary results presented in the following papers will be discussed during the poster session, and will appear in the supplementary volume of the conference published by the CEUR-WS workshop proceedings:

  • Anna Glazkova, Valery Kruzhinov and Zinaida Sokova. Automatic Compilation of Person's Information Portraits as an Instrument of Historical Research

  • Vladimir Vakourin, Andrei Kopylov, Konstantin Mertsalov and Oleg Seredin. Active Learning Strategy for Text Categorization Based on Support Vectors Relative Positioning

  • Dmitry Namiot and Manfred Sneps-Sneppe. A survey of smart cards data mining


  • Anna Lempert, Alexander Kazakov and Quang Mung Le. An Algorithm for Packing Circles of Two Types in a Fixed Size Container with Non-Euclidean Metric

  • Mikhail Petrushan, Mikhail Kopeliovich, Aik Kurdoglyan and Anatoly Samarin. A Method for Describing and Recognizing Fragments of Visual Scenes on the Basis of Descriptors Trajectories Analyzing in the Feature Space

  • Van Truong Nguyen and Andrey Aleksandrovich Tropchenko. Fast Multigrid Pattern Search for Motion Estimation in Hybrid Compression Systems

  • Anastasia Amieva, Viktor Filimonov, Andrey Zhivodyorov and Anna Kramarenko. Statistical description of Russian texts: parameters and factors

  • Daria Korotaeva and Maksim Khlopotov. Feature Engineering for Tree Leaf Classifier

  • Yury Gapanyuk, Sergey Chernobrovkin, Igor Latkin, Aleksey Leontiev, Grigory Ozhegov, Alexander Opryshko and Maxim Myalkin. Architecture and implementation of an intelligent news analysis system

  • Jaroslav Bologov, Konstantin Kotik and Alexander Andreev. Bank Licenses Revocation Modeling

  • Ksenia Lagutina, Ivan Shchitov, Nadezhda Lagutina and Ilya Paramonov. Applicability of Automatically Generated Thesauri to Text Classification in Specific Domains

  • Julius Klenin and Dmitry Botov. Comparison of vector space representations of documents for the task of matching contents of educational course programmes

  • Tatiana Litvinova, Dmitry Gudovskikh, Alexandr Sboev, Pavel Seredin, Olga Litvinova, Dina Pisarevskaya and Paolo Rosso. Author Gender Prediction in Russian Social Media Texts

  • Nadezhda Evdokimova and Vladislav Myasnikov. An algorithm for copy-move forgery detection in image time series based on the anomalies detection

  • Valentin Malykh. Generalizable Architecture for Robust Word Vectors

  • Sergey Vychegzhanin and Evgeny Kotelnikov. Stance detection in Russian: a feature selection and machine learning based approach

  • Victor Kantor. Optimization task in equivalent to word2vec matrix factorization

  • Ilya Makarov, Andrej Kashin and Alisa Korinevskaya. Learning to Play Pong Video Game via Deep Reinforcement Learning: Tweaking Deep Q-Networks versus Episodic Control

  • Alexander Varnavsky. Adaptation Algorithm of the Computer Text Font Size for Optimal Perception

  • Vladislav Grozin and Alla Levina. Similar product clustering for long-tail cross-sell recommendations

  • Alexey A. Mitsyuk, Irina A. Lomazova, Ivan S. Shugurov and Wil M. P. van der Aalst. Process Model Repair by Detecting Unfitting Fragments

  • Kirill Tsyganov, Alexey Kozionov, Jaroslav Bologov, Alexandr Andreev, Oleg Mangutov and Ivan Gorokhov. Automated Objects’ Area Assessment Using Deep Learning Approach and Satellite Imagery Data

  • Sergey Salibekyan and Petr Panfilov. Linguistic processor based on object-attribute grammar

  • Nikolay Karpov, Alexander Demidovskij and Alexey Malafeev. Development of a Model to Predict Intention Using Deep Learning

  • Viacheslav Lanin and Sofia Philipson. Ontology based approach to academic style marker identification

  • Gulmira Bekmanova, Altynbek Sharipbay, Gulila Altenbek, Esref Adali, Lena Zhetkenbay, Unzila Kamanur and Altanbek Zulkhazhav. Unified morphological analyzer for Kazakh and Turkish languages

  • Vladimir Matveenko. On a typology of nodes and its applications in network analysis

  • Vladimir Vlasov. AI User Support System for SAP ERP

  • Seungjin Lim. On Analysis and Visualization of Interpersonal Interaction Networks

  • Yuri Ogorodnikov. Combining Fixed-point Iteration Method and Bayesian Rounding for approximation of 3-SAT

  • Vladimir Khandeev. Short survey on the results for оne problem of 2-clustering

  • Anna Motkova. Short survey on the results for one weighted two-cluster partition problem

  • Maksim Berezov, Sergey Lebedev and Natalia Zhukova. Extraction of named entities from semi-structured texts for medical domain

  • Daniil Alexeyevsky. Word Sense Disambiguation for Russian Taxonomy Extraction

  • Aleksandr Romanov, Konstantin Lomotin and Ekaterina Kozlova. Automatization of Scientific Articles Classification According to UDC

  • Nikolay Arefyev and Pavel Ermolaev. Baselines and Symbol N-Grams: Simple, Good Part-Of-Speech Tagging of Russian

  • Dmitry Levando. Formation of Coalition Structures as a Non-Cooperative Game

  • Olga Zvereva, Dmitry B. Berg and Andrey Kondratyev. Structural Patterns for System Sustainability: Experimental Study

Posters without a Publication

Preliminary results presented in the following papers will be discussed during the poster session, but will not appear in the proceedings:

  • Alexandra Spiridonova and Svyatoslav Rysakov. Design and Implementation of an Algorithm for Fiction Characters Tracking

  • Fedor Krasnov and Rostislav Yavorsky. Mapping Trends in Petroleum Science and Engineering via Full-text Analysis of OnePetro Papers

  • Sergey Politsyn and Ekaterina Politsyna. The Usage of Markem Analysis for Keyword Extraction in the Complex of Automated Text Processing Tools for the Russian Language

  • Elena Zamyatina, Alexander Mikov and Viacheslav Lanin. Automation of Some Steps of Simulation Using Ontological Approach

  • Mohamed Naili, Abdelhak Boubetra, Abdelkamel Tari and Makhlouf Naili. Extracting weights and ranking alternatives based on fuzzy pairwise comparison matrices using a Brain Inspired Method for solving Fuzzy Multi-Criteria Decision Making problems

  • Dmitry Matveyev, Yuriy Philippovich and Galina Cherkasova. The Program of Conducting a Linguistic Associative Experiment

  • Ivan Kershner, Konstantin Obukhov, Yury Obukhov, Ilya Komoltsev and Inna Maluta. Approach for detection and classification of high voltage rhythmic spikes and sleep spindles in EEG of rats after traumatic brain injury

  • Sergey Dyachkov, Vladimir Kutrunov, Vadim Kuznetsov and Viktor Todosiychuk. Wavelet analysis as the method of time series preprocessing for solving classification problem, by example of ECG-signal analysis

  • Maksim Statsenko. Probablistic Topic Modeling in classification problems

  • Andrey Parasich, Igor Kaftannikov, Victor Parasich and Irina Parasich. Geometric figure recognition using segment descriptions and modified Hough transform

  • Denis Privezentsev, Arcady Zhiznyakov and Egor Pugin. Using fuzzy fractal features of digital images for the detection of surface defects

  • Tatjana Serezhnikova. An effective subgradient method for simultaneous restoration and segmentation of blurred images

  • Alexander Parshin and Yury Parshin. Statistical estimation of covering dimension and correlation dimension of radar images

  • Ilya Makarov and Diana Polonskaya. Improving Picture Quality with Photo-based Style Transfer

  • Andrew Potekhin, Aleksandr Bugaenko and Ekaterina Mangalova. Optimal parameter bounds finding in the traffic flow estimation problem

  • Evgenii Goncharov. On Some Algorithms for the Resource Constrained Project Scheduling Problems

  • Elena Nagornaya and Anna Kurochkina. On some algorithms for solving capacitated clustering-location problems on the tree and the real line

  • Javad Rivandi and Amir Hossein Rahmani Sani. Quality of service (QoS) in WiMAX

  • Margarita Kuleva and Daria Maglevanaya. Fashion models professional prestige: dynamics and networks

  • Yanis Suleimanov, Fail Gafarov, Natalia Emelianova and Nail Khusnutdinov. Modeling of interstitial branching of axonal networks

  • Gulmira Bekmanova, Banu Yergesh and Altynbek Sharipbay. Sentiment Analysis on hotel reviews in Kazakh language

  • Elena Kotyrlo and Olga Stognieva. Some Approaches to Social Network Sites Analysis

  • Anatoly Manita and Larisa Manita. Distributed time synchronization algorithms and opinion dynamics


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