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{{Paper
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https://ceur-ws.org/Vol-1710/preface.pdf
Preface
This volume contains proceedings of the Fifth International conference on Anal-
ysis of Images, Social Networks, and Texts (AIST 2016)1 . The previous con-
ferences in 2012–2015 attracted a significant number of students, researchers,
academics and engineers working on interdisciplinary data analysis of images,
texts, and social networks.
The broad scope of AIST makes it an event where researchers from differ-
ent domains, such as image and text processing, exploiting various data analysis
techniques, can meet and exchange ideas. We strongly believe that this may lead
to crossfertilisation of ideas between researchers relying on modern data analy-
sis machinery. Therefore, AIST brings together all kinds of applications of data
mining and machine learning techniques. The conference allows specialists from
different fields to meet each other, present their work, and discuss both theo-
retical and practical aspects of their data analysis problems. Another important
aim of the conference is to stimulate scientists and people from the industry to
benefit from the knowledge exchange and identify possible grounds for fruitful
collaboration.
The conference was held during April 6–8, 2016. Following an already estab-
lished tradition, the conference was organised in Yekaterinburg, a cross-roads
between European and Asian parts of Russia, the capital of Urals region.The
key topics of AIST are analysis of images and videos; natural language process-
ing and computational linguistics; social network analysis; pattern recognition,
machine learning and data mining; recommender systems and collaborative tech-
nologies; semantic web, ontologies and their applications.
The Program Committee and the reviewers of the conference included well-
known experts in data mining and machine learning, natural language process-
ing, image processing, social network analysis, and related areas from leading
institutions of 27 countries including Australia, Bangladesh, Belgium, Brazil,
Croatia, Cyprus, Egypt, Estonia, Finland, France, Germany, Greece, India, Ire-
land, Israel, Italy, Japan, Lithuania, Norway, Portugal, Qatar, Russia, Spain,
Switzerland, The Netherlands, UK, Ukraine, and USA.
This year we have received 142 submissions mostly from Russia but also from
Australia, Austria, France, Hungary, India, Italy, Mexico, Norway, Sweden, UK,
USA and Vietnam.
Out of 142 only 30 papers were accepted as regular oral papers. Thus, the
acceptance rate of this volume was around 21%. In order to encourage young
practitioners and researchers we included 3 papers of industry speakers to the
main volume and 38 papers to the supplementary proceedings. Each submission
was reviewed by at least three reviewers, experts in their fields, in order to supply
detailed and helpful comments.
1
http://aistconf.org/
The conference featured several invited talks and industry session dedicated
to current trends and challenges.
Invited talks:
– Mehdi Kaytoue (Université de Lyon, CNRS, INSA-Lyon, France), Finding
Duplicate Labels in Behavioral Data: an Application for E-Sport Analytics.
– Attila Kertesz-Farkas (Higher School of Economics, Russia), False Discovery
Rate Control for Database Search Methods over Heterogeneous Biological
Data
– Radhakrishnan Delhibabu (Kazan Federal University, Russia), Analysis of
Anisotropic Diffusion in Image Processing
The business speakers also covered a wide variety of topics2 . We have included
three of those invited talks into the main volume:
– Denis Nikiforov, Alexander Korchagin and Ruslan Sivakov (Centre of Infor-
mation Technology, Ekaterinburg, Russia) An Ontology-Driven Approach to
Electronic Document Structure Design
– Tatyana Prisyach (Speech Technology Center, St. Petersburg, Russia), Valentin
Mendelev and Dmitry Ubskiy (ITMO-University, St. Petersburg, Russia),
Data Augmentation for Training of Noise Robust Acoustic Models
– Alexander Semenov (Higher School of Economics, Russia) and Peter Romov
(Yandex, Russia), Performance of Machine Learning Algorithms in Predict-
ing Game Outcome from Drafts in Dota
We would also like to mention the best conference papers selected by the
Program Committee within each section:
– On Complexity of Searching a Subset of Vectors with Shortest Average un-
der a Cardinality Restriction by Anton Eremeev, Alexander Kelmanov, and
Artem Pyatkin (Machine Learning and Data Mining);
– The Problem of The Optimal Packing of The Equal Radius Circles for Non-
Euclidean Metric by Alexander Kazakov, Anna Lempert and Huy Liem
Nguyen (Data Analysis, Social Networks & Complex Data);
– Parallel Non-blocking Deterministic Algorithm for Online Topic Modeling
by Oleksandr Frei and Murat Apishev (Natural Language Processing);
– Image Processing Algorithms with Structure Transferring Properties on the
Basis of Gamma-normal Model by Inessa Gracheva and Andrey Kopylov
(Analysis of Images and Video).
The final round of SNA Hackathon 20163 co-organised by OK.Ru and AIST
team has taken place in conjunction with the main conference on April 6–8.
We would like to thank the authors for submitting their papers and the
members of the Program Committee for their efforts in providing exhaustive
2
the detailed program of AIST 2016 Business Day can be found at a separate website:
http://dataconf.org
3
http://snahackathon.org/
vi
reviews. We would also like to express special gratitude to all the invited speakers
and industry representatives.
We deeply thank all the partners and sponsors. Our golden sponsors are Ex-
actpro4 and OK.Ru5 . Exactpro, a fully owned subsidiary of London Stock Ex-
change Group, specialises in quality assurance for exchanges, investment banks,
brokers and other financial sector organisations. OK.Ru, a part of Mail.Ru
Group, is one of the two largest Russian social networking services. Our bronze
sponsor is Centre of Information Technologies (Centre IT)6 . This is a Russian
engineering company that specializes in creating exclusive IT solutions and ser-
vices for the interdepartmental electronic interaction both on the national and
international levels.
We would like to acknowledge the Scientific Fund of Higher School of Eco-
nomics for providing AIST participants with travel grants. Our special thanks
goes to Springer editors who helped us, starting from the first conference call
to the final version of the proceedings. Last but not least, we are grateful to
all organisers, especially to Eugeniya Vlasova, and the volunteers, whose endless
energy saved us at the most critical stages of the conference preparation.
Traditionally, we would like to mention the Russian word “aist” is more
than just a simple abbreviation (in Cyrillic), it means a “stork”. Since it is a
wonderful free bird, a symbol of happiness and peace, this stork brought us the
inspiration to organise the AIST conference. So we believe that this young and
rapidly growing conference will be bringing inspiration to data scientists around
the World!
October, 2016 Dmitry Ignatov
Michael Khachay
Valery Labunets
Natalia Loukachevitch
Sergey Nikolenko
Alexander Panchenko
Andrey Savchenko
Konstantin Vorontsov
4
exactprosystems.com
5
OK.ru
6
centre-it.com
vii
Organisation
Program Committee Chairs
Dmitry I. Ignatov National Research University Higher School of Eco-
nomics, Moscow, Russia
Mikhail Khachay Krasovsky Institute of Mathematics and Mechanics of
Ural Branch of Russian Academy of Sciences, Russia
Valery G. Labunets Ural Federal University, Russia
Natalia Loukachevitch Computing Centre of Lomonosov Moscow State Univer-
sity, Russia
Sergey Nikolenko National Research University Higher School of Eco-
nomics & Steklov Institute of Mathematics of Russian
Academy of Sciences, St. Petersburg, Russia
Alexander Panchenko Technische Universität Darmstadt, Germany & Univer-
sité catholique de Louvain, Belgium
Andrey Savchenko National Research University Higher School of Eco-
nomics, Nizhny Novgorod, Russia
Konstantin Vorontsov Dorodnicyn Computing Centre of Russian Academy of
Sciences, Russia
Proceedings Chair
Dmitry I. Ignatov National Research University Higher School of Eco-
nomics, Russia
Organising Committee
Anna Golubtsova National Research University Higher School of Eco-
nomics, Moscow
Irina Dolgaleva National Research University Higher School of Eco-
nomics, Moscow
Eugeniya Vlasova National Research University Higher School of Eco-
nomics, Moscow
Natalia Papulovskaya Ural Federal University, Yekaterinburg
Ekaterina Borovitina Chelyabinsk State University, Russia
Volunteers
Maxim Pasynkov Krasovsky Institute of Mathematics and Mechanics
of Ural Branch of Russian Academy of Sciences, Rus-
sia, Yekaterinburg
Anna Voronova Yandex, Moscow
Eugene Tsymbalov Webgames & National Research University Higher
School of Economics, Moscow
Daria Baranetskaya National Research University Higher School of Eco-
nomics, Moscow
Valeria Bubnova National Research University Higher School of Eco-
nomics, Moscow
Business Day Chair
Evgenia Vlasova National Research University Higher School of Eco-
nomics, Moscow
Program Committee
Mikhail Ageev Lomonosov Moscow State University, Russia
Nickolay Arefyev Lomonosov Moscow State University & Digital So-
ciety Lab, Russia
Jaume Baixeries Universitat Politècnica de Catalunya, Catalonia,
Spain
Artem Baklanov Krasovskii Institute of Mathematics and Mechanics
of Ural Branch of the Russian Academy of Sciences,
Russia & International Institute for Applied Systems
Analysis, Austria
Pedro Balage University of São Paulo, Brazilia
Sergey Bartunov National Research University Higher School of Eco-
nomics, Russia & Deep Mind, UK
Malay Bhattacharyya Indian Institute of Engineering Science and Technol-
ogy, India
Elena Bolshakova Moscow State Lomonosov University, Russia
Anastasia Bonch- National Research University Higher School of Eco-
Osmolovskaya nomics, Russia
Aurélien Bossard Université Paris 8, France
Jean-Leon Bouraoui Université Catholique de Louvain, Belgium
Leonid Boytsov Carnegie Mellon University, USA
Pavel Braslavski Ural Federal University / Kontur Labs, Russia
Evgeny Burnaev Institute for Information Transmission Problems of
Russian Academy of Sciences, Russia
Aleksey Buzmakov INRIA-LORIA(CNRS-Université de Lorraine),
France
ix
Artem Chernodub Institute of Mathematical Machines and Systems
Problems of Ukraine National Academy of Science,
Ukraine
Vladimir Chernov Institute for Image Processing of Russian Academy
of Science, Russia
Ekaterina Chernyak National Research University Higher School of Eco-
nomics, Russia
Marina Chicheva Samara National Research University, Russia
Bonaventura Coppola IBM Research, USA
Hernani Costa University of Malaga, Spain
Boris Dobrov Lomonosov Moscow State University, Russia
Sofia Dokuka National Research University Higher School of Eco-
nomics, Russia
Florent Domenach Akita International University, Japan
Alexey Drutsa Lomonosov Moscow State University & Yandex,
Russia
Julia Efremova Eindhoven University of Technology, The Nether-
lands
Natalia Efremova Moscow State Lomonosov University, Russia
Maria Eskevich Radboud University Nijmegen, the Netherlands
Myasnikov Evgeny Samara National Research University, Russia
Stefano Faralli University of Mannheim, Germany
Victor Fedoseev Image Processing Systems Institute of Russian
Academy of Sciences & Samara National Research
University, Russia
Michael Figurnov Skolkovo Institute of Science and Technology, Russia
Elena Filatova New York City College of Technology, USA
Mark Fishel University of Tartu, Estonia
Thomas Francois Université catholique de Louvain, Belgium
Oleksandr Frei Schlumberger, Norway
Binyam Gebrekidan Gebre Max Planck Institute for Psycholinguistics, The
Netherlands
Natalia Grabar STL CNRS Université Lille 3, France
Dmitry Granovsky Yandex, Russia
Mena Habib Maastricht University, The Netherlands
Dmitry Ilvovsky National Research University Higher School of Eco-
nomics, Russia
Vladimir Ivanov Kazan Federal University, Russia
Dmitry Kan SemanticAnalyzer, Finland
Nikolay Karpov National Research University Higher School of Eco-
nomics, Russia
Egor Kashkin Vinogradov Russian Language Institute of Russian
Academy of Sciences, Russia
Yury Katkov Ecole Polytechnique Fédérale de Lausanne, Switzer-
land
x
Mehdi Kaytoue LIRIS - INSA de Lyon, France
Alexander Kelmanov Sobolev Institute of Mathematics of Siberian Branch
of Russian Academy of Sciences, Russia
Andrey I. Kibzun Moscow Aviation Institute, Russia
Victor Kitov Lomonosov Moscow State University, Russia
Eduard Klyshinskii Moscow State Institute of Electronics and Mathe-
matics, Russia
Ekaterina Kochmar University of Cambridge, UK
Sergei Koltcov National Research University Higher School of Eco-
nomics, Russia
Olessia Koltsova National Research University Higher School of Eco-
nomics, Russia
Alex Konduforov AltexSoft, Ukraine
Natalia Konstantinova University of Wolverhampton, UK
Andrey Kopylov Tula State University, Russia
Kirill Kornyakov Itseez & Lobachevsky State University of Nizhni
Novgorod, Russia
Mikhail Korobov ScrapingHub, Russia
Anton Korshunov Institute for System Programming of Russian
Academy of Sciences, Russia
Evgeny Kotelnikov Vyatka State University, Russia
Olga Krasotkina Tula State University, Russia
Tomas Krilavicius Vytautas Magnus University, Lithuania
Valentina Kuskova National Research University Higher School of Eco-
nomics, Russia
Andrey Kutuzov University of Oslo, Norway
Andrey Kuznetsov Samara National Research University, Russia
Alexander Lepskiy National Research University Higher School of Eco-
nomics, Russia
Vadim Levit Ariel University, Israel
Benjamin Lind National Research University Higher School of Eco-
nomics, Russia
Natalia Loukachevitch Lomonosov Moscow State University, Russia
Olga Lyashevskaya National Research University Higher School of Eco-
nomics & Vinogradov Russian Language Institute of
Russian Academy of Sciences, Russia
Ilya Markov University of Amsterdam, The Netherlands
Luis Marujo Carnegie Mellon University, USA and(University of
Lisbon, Portugal
Sérgio Matos University of Aveiro, Portugal
Yelena Mejova Qatar Computing Research Institute, Qatar
Benjamin Milde Technische Universität Darmstadt, Germany
Olga Mitrofanova St. Petersburg State University, Russia
Andrea Moro Sapienza, Università di Roma, Italy
Hubert Naets Université Catholique de Louvain, Belgium
xi
Vassilina Nikoulina Xerox Research Center Europe, France
Damien Nouvel Institut National des Langues et Civilisations Ori-
entales, France
Dimitri Nowicki Institute of Cybernetics of Ukraine National
Academy of Science, Ukraine
Alexander Panchenko Universite catholique de Louvain, Belgium
Georgios Petasis National Center for Scientific Research Demokritos,
Greece
Andrey Philippovich Bauman Moscow State Technical University,
Moscow
Lidia Pivovarova University of Helsinki, Finland
Vladimir Pleshko RCO, Russia
Jonas Poelmans Bigdatarobots, Cyprus
Alexander Porshnev National Research University Higher School of Eco-
nomics, Russia
Surya Prasath University of Missouri-Columbia, USA
Delhibabu Radhakrishnan Kazan Federal University, Russia
Carlos Ramisch Aix Marseille University, France
Evgeniy Riabenko Moscow Institute of Physics and Technology, Russia
Martin Riedl Technische Universität Darmstadt, Germany
Alexandra Roshchina Institute of Technology Tallaght, Ireland
Eugen Ruppert Technische Universität Darmstadt, Germany
Mohammed Abdel-Mgeed Ain Shams University, Egypt
M. Salem
Grigory Sapunov Stepic, Russia
Sheikh Muhammad Sarwar University of Dhaka, Bangladesh & University of
Massachusetts Amherst, USA
Andrey Savchenko National Research University Higher School of Eco-
nomics, Russia
Carsten Schnober Deutsches Institut für Internationale Pädagogische
Forschung, Germany
Marijn Schraagen Utrecht University, The Netherlands
Alexander Semenov National Research University Higher School of Eco-
nomics, Russia
Oleg Seredin Tula State University, Russia
Andrey Shcherbakov Intel, Russia
Jan Snajder University of Zagreb, Croatia
Evgeny Sokolov Lomonosov Moscow State University, Germany
Christian Stab Technische Universität Darmstadt, Germany
Vadim Strijov Dorodnicyn Computing Centre of Russian Academy
of Sciences, Russia
Maria Sukhareva Goethe University Frankfurt, Germany
Marina Suvorova Lomonosov Moscow State University, Russia
Irina Temnikova Qatar Computing Research Institute, Qatar
Christos Tryfonopoulos University of Peloponnese, Greece
xii
Denis Turdakov Institute for System Programming of Russian
Academy of Sciences, Russia
Alexander Ulanov HP Labs, Russia
Natalia Vassilieva HP Labs, Russia
Dmitry Vetrov Lomonosov Moscow State University, Russia
Ekaterina Vylomova University of Melbourne, Australia
Patrick Watrin Université catholique de Louvain, Belgium
Rostislav Yavorskiy National Research University Higher School of Eco-
nomics, Russia
Seid Muhie Yimam Technische Universität Darmstadt, Germany
Marcos Zampieri Saarland University, Germany
Olga Zvereva Ural Federal University, Russia
Invited Reviewers
Guillaume Bosc Sujoy Chatterjee
Vladimir M. Chernov Silvio Ricardo Cordeiro
Samuel Daylis Anna Denisova
Svyatoslav Elizarov Denis Fedyanin
Yuri Kan Benjamin Milde
Alexander Minkin Andrey Naumov
Paraskevi Raftopoulou Oleg Slavin
Ivan Sterligov Dmitry Ustalov
Natali Vaganova Diliara Valeeva
Lefteris Zervakis
Sponsors
Golden sponsors: Exactpro OK.Ru (Mail.Ru Group)
Bronze sponsor: IT Centre
xiii
Table of Contents
Structural Optimization of the Travel Time Prediction Model Based on
Hierarchical Regression . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Anton Agafonov and Vladislav Myasnikov
Linear Variation and Optimization of Algorithms of Connected-
Component Labeling in Binary Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10
Fedor Alekseev, Mikhail Alekseev and Artyom Makovetskii
The Hybrid Approach to Part-of-Speech Disambiguation . . . . . . . . . . . . . . . 21
Elena Bruches, Dmitrii Karpenko and Varvara Krayvanova
The Methodology of Automated Decryption of Znamenny Chants . . . . . . . 27
Marina Danshina, Andrey Philippovich and Irina Golubeva
The Structure of an Investment Portfolio in Two-step Problem of
Optimal Investment with One Risky Asset Via the Probability Criterion . 42
Alexei Ignatov
Evolution of Advanced Technology Studies: Searching for a
Communication Core . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51
Alina Kadyrova and Konstantin Fursov
Evolvable Semantic Platform for Facilitating Knowledge Exchange . . . . . . 62
Nikolay Karpov, Eduard Babkin and Alexander Demidovskij
Lazy Learning of Classification Rules for Complex Structure Data . . . . . . . 73
Yury Kashnitsky
The Corpus of Syntactic Co-occurences: the First Glance . . . . . . . . . . . . . . 85
Edward Klyshinsky, Petr Ermakov, Natalia Lukashevich and Olesya
Karpik
Determination of an Unmanned Mobile Object Orientation by Natural
Landmarks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
Anton Korsakov, Ivan Fomin, Dmitry Gromoshinsky, Aleksandr Bakhshiev,
Dmitrii Stepanov and Ekaterina Smirnova
Using Ontology-Driven Methods to Develop Frameworks for Tackling
NLP Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102
Taisiya Kostareva, Svetlana Chuprina and Alexandr Nam
Detection and Tracking of the Objects in Real Time Applied to the
Problem of the Log Volume Estimation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114
Artem Kruglov and Yurii Chiryshev
Checking the Topological Consistency of Maps of Different Scales . . . . . . . 124
Kirill Kuptsov, Sergey Eremeev and Dmitry Andrianov
Fast Multiparametric Wavelet Transforms and Packets for Image
Processing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 134
Valeri Labunets, Denis Komarov and Ekaterina Ostheimer
The Bichromatic Excitable Schrodinger Metamedium . . . . . . . . . . . . . . . . . . 146
Valery Labunets, Ivan Artemov and Ekaterina Ostheimer
Organizations, State Interactions, and Field Stability: A Network
Analysis of the Tea Party and Occupy Wall Street Movements . . . . . . . . . . 156
Benjamin Lind, B. Remy Cross and Georgy Mkrtchyan
The Results of Sulfur Print Image Classification of Section Images . . . . . . 170
Oxana S. Logunova, Ivan A. Posokhov, Anatoliy Y. Mikov, Elena A.
Ilyina, Natalya V. Dyorina and Anatoliy B. Belyavskiy
The 360 Around View System for Large Vehicles, the Methods of
Calibration and Removal of Barrel Distortion for Omnidirectional Cameras 182
Aleksey S. Makarov and Marina V. Bolsunovskaya
Smoothing Voronoi-Based Path with Minimized Length and Visibility
Using Composite Bezier Curves . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191
Ilya Makarov and Pavel Polyakov
Multi-class Learning in Big Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203
Anton Malenichev, Olga Krasotkina, Vadim Mottl and Oleg Seredin
Automatic Detection of Bone Contours in X-Ray Images . . . . . . . . . . . . . . . 212
Alexey Mikhaylichenko, Yana Demyanenko and Elena Grushko
Program Tools for Dynamic Investigation of Social Networks . . . . . . . . . . . 224
Alexander Mikov, Elena Zamyatina and Daria Germanova
Classification of E-commerce Websites by Product Categories . . . . . . . . . . . 237
George Moiseev
The Study of Applicability of the Decision Tree Method for Contouring
of the Left Ventricle Area in Echographic Video Data . . . . . . . . . . . . . . . . . . 248
Andrey Mukhtarov, Sergey Porshnev, Vasiliy Zuzin, Anastasia Bobkova
and Vladimir Bobkov
Extracting Functional Job Roles from Professional Social Networking
Site Profiles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 258
Anastasiia Nesterenko
On Road Defects Detection and Classification . . . . . . . . . . . . . . . . . . . . . . . . 264
Thu Huong Nguyen, Aleksei Zhukov and The Long Nguyen
xv
ARTM vs. LDA: an SVD Extension Case Study . . . . . . . . . . . . . . . . . . . . . . 276
Sergey Nikolenko
The Use Convolutional Neural Networks for Recognition of
Semiographic Chants . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283
Andrey Philippovich, Maxim Boynov and Marina Danshina
An Elective Multibiometric Authentication . . . . . . . . . . . . . . . . . . . . . . . . . . . 292
Alexey Ruchay
A Project Teams Creation Based on Communities Detection . . . . . . . . . . . 303
Mikhail Semenov, Elena Koroleva, Dilmurat Tursunov and Lev Bulygin
A Branching Alignment-Based Synthesis of Regular Expressions . . . . . . . . 315
Andrei Shcherbakov
Topic Modeling for Answers Detection in Online Game Chats . . . . . . . . . . 329
Alexander Sirotkin, Ilya Musabirov, Paul Okopny, Denis Bulygin and
Vladimir Ivanov
Detector of Interest Point within Region of Interest on NBI Endoscopy
Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 334
Dmitry M. Stepanov, Vyacheslav V. Mizgulin, Vsevolod V. Kosulnikov,
Radi M. Kadushnikov, Evgeny D. Fedorov and Olga A. Buntseva
Research of Properties of Digital Noise in Contrast Images . . . . . . . . . . . . . 340
Vladimir Surin and Alexander Tyrsin
The Iterative Closest Points Algorithm and Affine Transformations . . . . . . 349
Dmitrii Tihonkih, Artyom Makovetskii and Vladislav Kuznetsov
Conceptual Model for Routine Measurements Analyses in Semantic
Web Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 357
Nataly Zhukova, Alexander Vodyaho and Maksim Lapaev
The Task of Compiling the Project Execution Plan in the Multi-Agent
Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 369
Alexey Zraenko
Triad Census Usage for Communication Network Analysis . . . . . . . . . . . . . . 378
Olga M. Zvereva
xvi