- 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.
- 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
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Sergei Koltcov, Sofia Dokuka, Olessia Koltsova and Maxim Koltsov
Echo Chambers vs Opinion Crossroads in News Consumption on Social Media
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Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Ksenia Korovina and Leonid E. Zhukov
Joint Node-Edge Network Embedding for Link Prediction
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Ilya Makarov, Olga Gerasimova, Pavel Sulimov and Leonid E. Zhukov
Co-authorship Network Embedding and Recommending Collaborators via Network Embedding
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Track Natural Language Processing
Luiza Sayfullina, Eric Malmi and Juho Kannala
Learning Representations for Soft Skill Disambiguation
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Nikolai Mischenko and Natalia Loukachevitch
Evaluation of Approaches for Most Frequent Sense Identification in Russian
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Ivan Pimenov and Natalia Salomatina
Extraction of Explicit Consumer Intention from Social Network Messages
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Anna Potapenko
Probabilistic Approach for Embedding Arbitrary Features of Text
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Levent Tolga Eren and Senem Kumova Metin
Vector Space Models in Detection of Semantically Non-Compositional Word Combinations in Turkish
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Maria Karyaeva, Pavel Braslavski and Yuri Kiselev
Extraction of Hypernyms from Dictionaries with a Little Help from Word Embeddings
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Alexander Logumanov, Julius Klenin and Dmitry Botov
Sentiment Analysis of Telephone Conversations using Multimodal Data
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Johannes Jasper, Philipp Berger and Christoph Meinel
Authorship Verification on Short Text Samples using Stylometric Embeddings
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Irina Nikishina, Amir Bakarov and Andrey Kutuzov
RusNLP: Semantic Search Engine for Russian NLP Conference Papers
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Kirill Nikolaev and Alexey Malafeev
Russian Q&A Method Study: from Naive Bayes to Recurrent Convolutional Neural Networks
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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
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Artem Baklanov, Mikhail Khachay and Maxim Pasynkov
Application of Fully Convolutional Neural Networks to Mapping Industrial Oil Palm Plantations
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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
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Andrey Kuznetsov
Copy-move Detection based on Different Forms of Local Binary Patterns
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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
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Evgenii Tsymbalov
Dropout-based Active Learning for Regression
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Vladimir Berikov and Taisiya Vinogradova
Regression Analysis with Cluster Eensemble and Kernel Function
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Elena Andreeva and Dmitry Ignatov
Extraction of Visual Features for Recommendation of Products via Deep Learning
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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
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Track Analysis of Dynamic Behavior through Event Data
Timofey Shunin, Natalia Zubkova and Sergey Shershakov
Neural Approach to the Discovery Problem in Process Mining
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Polina Tarantsova and Anna Kalenkova
Constructing Regular Expressions from Real-life Event Logs
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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
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Michael Khachay and Yuri Ogorodnikov
Efficient PTAS for the Euclidean CVRP with Time Windows
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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
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Alexander Kelmanov, Ludmila Mikhailova and Semyon Romanchenko
On a Problem of Summing Elements Chosen from a Family of Finite Numerical Sequences
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POSTERS
Track Social Network Analysis
Fedor Krasnov and Mars Khasanov
Unsupervised Co-Authorship Based Algorithm for Clustering of R&D Trends at Science and Technology Centers in Oil and Gas Industry
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Marina Kalinina, Vladimir Kuznetsov and Valentina Kuskova
The Analysis of Theoretical Contributions for Empirical Articles of Social Networks Journal from 1979
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Aleksandra L. Mashkova
Reconstructing an Artificial Society on the basis of Big Open Data
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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
Yulia Maslennikova, Anastasia Pekina and Vladimir Bochkarev
Probability Analysis of the Vocabulary Size Dynamics using Google Books Ngram Corpus
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Oleg Struyanskiy and Nikolay Arefyev
Neural Networks with attention for Word Sense Induction
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Ekaterina Politsyna, Sergey Politsyn and Alexander Porechny
The Framework for Hypothesis Verification and Analysis of Natural Language Processing Results for the Russian Language
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Yuriy Gapanyuk, Sergey Chernobrovkin, Aleksey Leontiev, Igor Latkin, Marina Belyanova and Oleg Morozenkov
The Hybrid Chatbot System Combining Q&A and Knowledgebase Approaches
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Nadezhda Lagutina, Yuliya Tsofina, Ilya Paramonov, Ksenia Lagutina and Natalia Kasatkina
Automated Analysis of Micro-contexts of Word for Construction of Its Lexicographic Description
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Olga Kanishcheva and Natalia Sharonova
Image and Video Tag Aggregation
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Marina Solnyshkina, Vladimir Ivanov and Valery Solovyev
Characterizing Text Complexity with Core Vocabulary Distributional Patterns: Corpus-based Approach
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Lyudmila Maltina and Alexey Malafeev
Automatic Morphemic Analysis of Russian Words
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Valery Rybakov and Alexey Malafeev
Aspect-Based Sentiment Analysis of Russian Hotel Reviews
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Instance-Based Learning Approach to PoS-Tagging of Middle English Texts |
Gaukhar Slamova and Meruyert Mukhanova
Text Normalization and Spelling Correction in Kazakh Language
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Anna Glazkova
Russian Person Names Recognition Using the Hybrid Approach
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Anna Mosolova, Ivan Bondarenko and Vadim Fomin
Text Augmentation for Neural Networks
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Anastasia Novikova and Sergey Stupnikov
Sentiment Analysis of Short Texts from Social Networks using Sentiment Dictionaries and Blending of Machine Learning Algorithms
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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
Andrey Aleksandrovich Tropchenko, Tien Ban Doan and Van Truong Nguyen
Improving the Efficiency of Entropy Coding Method in Video Encoder H.265/HEVC
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An Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data |
Evgeny Myasnikov
Evaluation of Nonlinear Dimensionality Reduction Techniques for Classification of Hyperspectral Images
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Vladimir Fomenko, Dmitry Botov and Julius Klenin
Text Scene Detection with Transfer Learning in Price Detection Task
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Method for Determining Papillary Lines of a Latent Fingerprint |
Lubov Shiripova and Evgeny Myasnikov
Comparative Analysis of Classification Methods for Human Identification by Gait
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Oleg Potkin and Andrey Philippovich
Static Gestures Classification using Convolutional Neural Networks on the example of the Russian Sign Language
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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 |
Ildar Baimuratov, Stefan Morozov and Nataly Zhukova
Verification of the Formal Approach to Data Fusion
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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
Dmitry Namiot, Oleg Pokusaev and Vasily Kupriyanovsky
Data Mining on the use of Railway Stations
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Dmitry Chalyy, Nikolai Ovchenkov, Ekaterina Lazareva and Rafael Yaikov
Security System Event Log Analysis
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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 |
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