We are announcing the list of accepted to AIST 2018 papers – see them below grouped by track.
  1. 107 papers have been submitted totally (including abstracts only submissions). 29 papers successfully passed through the review process and were accepted for presentation at AIST 2018 and publication in Springer’s in Lecture Notes in Computer Science (LNCS) series.
  2. Apart from mentioned above as an encouragement for young researchers and ongoing studies we invite some of the papers to be published in CEUR-WS or discussed at poster session with no further publication.

Looking forward to meet you on AIST, and please remember to fill in the field “Do you need an invitation” in the registration form, in case you need an invitation for visa application or for you company/university.

PRESENTATIONS – Springer LNCS

Track Social Network Analysis

   Antonina Milekhina, Valentina Kuskova and Elena Artyukhova
   Organizational Networks Revisited: Predictors of Headquarters-Subsidiary Relationship Perception
   Sergei Koltcov, Sofia Dokuka, Olessia Koltsova and Maxim Koltsov
   Echo Chambers vs Opinion Crossroads in News Consumption on Social Media
   Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Ksenia Korovina and Leonid E. Zhukov
   Joint Node-Edge Network Embedding for Link Prediction
   Ilya Makarov, Olga Gerasimova, Pavel Sulimov and Leonid E. Zhukov
   Co-authorship Network Embedding and Recommending Collaborators via Network Embedding

 

Track Natural Language Processing

   Luiza Sayfullina, Eric Malmi and Juho Kannala
   Learning Representations for Soft Skill Disambiguation
   Nikolai Mischenko and Natalia Loukachevitch
   Evaluation of Approaches for Most Frequent Sense Identification in Russian
   Ivan Pimenov and Natalia Salomatina
   Extraction of Explicit Consumer Intention from Social Network Messages
   Anna Potapenko
   Probabilistic Approach for Embedding Arbitrary Features of Text
   Levent Tolga Eren and Senem Kumova Metin
   Vector Space Models in Detection of Semantically Non-Compositional Word Combinations in Turkish
   Maria Karyaeva, Pavel Braslavski and Yuri Kiselev
   Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings
   Alexander Logumanov, Julius Klenin and Dmitry Botov
   Sentiment Analysis of Ttelephone Conversations using Multimodal Data
   Johannes Jasper, Philipp Berger and Christoph Meinel
   Authorship Verification on Short Text Samples using Stylometric Embeddings
   Irina Nikishina, Amir Bakarov and Andrey Kutuzov
   RusNLP: Semantic Search Engine for Russian NLP Conference Papers
   Kirill Nikolaev and Alexey Malafeev
   Russian Q&A Method Study: from Naive Bayes to Recurrent Convolutional Neural Networks

 

Track Analysis of Images and Video

   Aleksandr Tarasov and Andrey Savchenko
   Emotion Recognition of a Group of People in Video Analytics using Deep Off-the-Shelf Image Embeddings
   Artem Baklanov, Mikhail Khachay and Maxim Pasynkov
   Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations
   Valentina Kustikova, Mikhail Krivinosov, Alexey Pimashkin, Alexey Zaikin, Mikhail Ivanchenko, Iosif Meyerov, Alexey Semyanov and Pavel Denisov
   CalciumCV: Computer Vision Software for Calcium Signaling in Astrocytes
   Andrey Kuznetsov
   Copy-move Detection based on Different Forms of Local Binary Patterns

 

Track General Topics of Data Analysis

   Andrey Shestakov, Attila Kertesz-Farkas, Dmitri Shmelkin and Danila Doroshin
   Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas
   Evgenii Tsymbalov
   Dropout-based Active Learning for Regression
   Vladimir Berikov and Taisiya Vinogradova
   Regression Analysis with Cluster Eensemble and Kernel Function
   Elena Andreeva and Dmitry Ignatov
   Extraction of Visual Features for Recommendation of Products via Deep Learning
   Dmitry Ignatov, Ivan Vrabie, Pavel Spesivtsev, Vladimir Zyuzin and Konstantin Sinkov
   Tree-based Ensembles for Predicting the Bottomhole Pressure of Oil and Gas Well Flows

 

Track Analysis of Dynamic Behavior through Event Data

   Timofey Shunin, Natalia Zubkova and Sergey Shershakov
   Neural Approach to the Discovery Problem in Process Mining
   Polina Tarantsova and Anna Kalenkova
   Constructing Regular Expressions from Real-life Event Logs

 

Track Optimization Problems on Graphs and Network Structures

   Edward Kh. Gimadi and Oxana Tsidulko
   On Modification of a Polynomial Asymptotically Optimal Algorithm for the Maximum Traveling Salesman Problem
   Michael Khachay and Yuri Ogorodnikov
   Efficient PTAS for the Euclidean CVRP with Time Windows
   Alexander Kelmanov, Vladimir Khandeev and Anna Panasenko
   Exact Algorithms for the Special Cases of Two Hard to Solve Problems of Searching for the Largest Subset
   Alexander Kelmanov, Ludmila Mikhailova and Semyon Romanchenko
   On a Problem of Summing Elements Chosen from a Family of Finite Numerical Sequences

 

POSTERS

Track Social Network Analysis

   Unsupervised Co-Authorship Based Algorithm for Clustering of R&D Trends at Science and Technology Centers in Oil and Gas Industry
   The Analysis of Theoretical Contributions for Empirical Articles of Social Networks Journal from 1979
   Reconstructing an Artificial Society on the basis of Big Open Data
   Change Points for Solution of Link Prediction Problem in Social Network
   Social Mechanisms of the Subject Area Formation. The Case of “Digital Economy”
   The Bar Ratings Model based on Data from Social Networks

 

Track Natural Language Processing

   Probability Analysis of the Vocabulary Size Dynamics using Google Books Ngram Corpus
   Neural Networks with attention for Word Sense Induction
   The Framework for Hypothesis Verification and Analysis of Natural Language Processing Results for the Russian Language
   The Hybrid Chatbot System Combining Q&A and Knowledgebase Approaches
   Automated Analysis of Micro-contexts of Word for Construction of Its Lexicographic Description
   Image and Video Tag Aggregation
   Characterizing Text Complexity with Core Vocabulary Distributional Patterns: Corpus-based Approach
   Automatic Morphemic Analysis of Russian Words
   Aspect-Based Sentiment Analysis of Russian Hotel Reviews
   Instance-Based Learning Approach to PoS-Tagging of Middle English Texts
   Text Normalization and Spelling Correction in Kazakh Language
   Russian Person Names Recognition Using the Hybrid Approach
   Text Augmentation for Neural Networks
   Sentiment Analysis of Short Texts from Social Networks using Sentiment Dictionaries and Blending of Machine Learning Algorithms
   Evaluation of Informativity of Statistical Parameters at the Classification of Russian-language Texts
   Profiling the Age of Russian Bloggers

 

Track Analysis of Images and Video

   Improving the Efficiency of Entropy Coding Method in Video Encoder H.265/HEVC
   An Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data
   Evaluation of Nonlinear Dimensionality Reduction Techniques for Classification of Hyperspectral Images
   Text Scene Detection with Transfer Learning in Price Detection Task
   Method for Determining Papillary Lines of a Latent Fingerprint
   Comparative Analysis of Classification Methods for Human Identification by Gait
   Static Gestures Classification using Convolutional Neural Networks on the example of the Russian Sign Language
   Models of Fingerprint Image Representation
   Speeding up ResNet Training
   The Comparative Analysis of Methods for Detection Keypoints in Images with Different Levels of Illumination
   The Recognition of House Numbers using Deep Convolutional Neural Networks
   Targeted Change Detection in Remote Sensing Images
   DSLR Source Detection Algorithm for Different Image Parameters
   Methods and Algorithms for Segmentation of the Image of Foam Product of Flotation

 

Track General Topics of Data Analysis

   F1-score Maximization for the Multilabel Classification Problems with a Large Number of Classes
   Verification of the Formal Approach to Data Fusion
   Using Probability Distribution over the Set of Classes in Classification Problems
   A Novel Algorithm for Closed Frequent Itemsets Mining in Transactional Databases
   Control Module of Personified Audio Information Playback for Intellectual Learning Systems
   Implementing Cognitive Architecture Plan-Image to Search Tasks in Agent Models
   Generic Distributed In Situ Aggregation for Earth Remote Sensing Imagery
   High-Entropy Encoding for Private Messaging

 

Track Analysis of Dynamic Behavior through Event Data

   Data Mining on the use of Railway Stations
   Security System Event Log Analysis
   Development of an Analysis System for the Control of Delivery by UAV

 

Track Optimization Problems on Graphs and Network Structures

   Voronoi-based Path Planning based on Visibility and Kill/Death Ratio Tactical Component
   Modeling of Influenza Virus Antigenic Similarity Using Wavelet Particle Decomposition