Atlantis Highlights in Computer Sciences

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250 articles
Proceedings Article

Model of digital transformation of the value chain manufacturing enterprise

Irina Brusakova, Dmitrij Shurgaev, Hamid Fattahov
The article presents the model of digital transformation of a value chain for manufacturing enterprise. The authors analyze terms of use of the digital twin of a full cycle of value creation for manufacturing enterprise
Proceedings Article

Modeling of the Bond Issue Parameters for the Capital Structure Optimization

Yulia V. Semernina, Kristina A. Odinokova, Ekaterina A. Nesterenko, Eugene A. Korobov, Alina S. Usmanova
The article proposes a computational model with eight-step algorithm for usage bond issuance as a systematic instrument to finance corporate assets by optimal capital structure. The crucial model points are methodologically accurate calculation of the average credit spread accounting the difference in...
Proceedings Article

Identifying the Strength of Emotions in Relation with the Topic of Text Using Word Space

Anatoly Beltiukov, Mohsin Manshad Abbasi
Emotion analysis from text is a topic of growing interest over recent years. It is because of the growth and availability of internet. The emotion analysis from text and the strength of the emotions in text plays an important role in understanding and predicting the future events. In this paper, we are...
Proceedings Article

ML Based Smart Energy Meter Observing & Bill Supervision Using Raspberry Pi

V. Amala Rani, T. Thaj Mary Delsy, D. Marshiana, N. Praveen, P. Kartheek
Nowadays the power consumption is increasing unknowingly in our houses and Some faulty devices will consume more energy than what it is taken. So, to overcome those defects a system is being proposed that will provide the information about the power consumption and faulty loads by the system and also,...
Proceedings Article

Computerized monitoring of students’ psychological profile

Nikolai Pavlov, Tatyana Nikonova
This paper describes the usage of computerized procedure for monitoring students’ propensity for entrepreneurship. The procedure is based on the method of choosing the best statements for psychological testing. A set of statements concerning entrepreneurial ability has been collected from various sources,...
Proceedings Article

The Calculation of the Sales Volumes Flow Based on the Game-Theoretic Model

Vladimir V. Abramov, Ekaterina Ju. Liskina, Sergey S. Mamonov, Stanislav V. Vidov
In this article, we have developed a formal decision-making model for an enterprise to market a single product in the future. The model is built in the form of an antagonistic two-person game. The payoff function is the profit of the enterprise. We took into account the limitedness of the target segment...
Proceedings Article

Processing of Biomedical Data with Machine Learning

Marat Bogdanov, Dajan Nasyrov, Irina Dumchikova, Artur Samigullin
The paper is about processing of biomedical data. It were used 13 methods of machine learning (Naive Bayes classifier for multivariate Bernoulli models, A decision tree classifier, An extremely randomized tree classifier, Classifier implementing the k nearest neighbors vote, Linear Discriminant Analysis,...
Proceedings Article

More Accurate Organ Recipient Identification Using Survey Informatics of New Age Technologies

Benita Jose Chalissery, V. Asha, B. Meenakshi Sundaram
Organ transplantation is a miraculous achievement for most of the end-stage diseases caused due to organ failure. Providing the organ to the most accurate recipient is always a challenge. The survival prediction of the recipient based on various health and environmental/infrastructural data (e.g.: live...
Proceedings Article

The Potential of Human Capital`s Development in Russia in the Digital Age

Natalia Alekseeva, Natalia Antoshkova, Viktor Vasilenok
In connection with the forecasted purposes of the digital economy`s development in Russia, as well as investments in the human resources` development for digital economy, there is an actual question how much the digitalization of the society and business can increase the efficiency of the human capital`s...
Proceedings Article

Simulation of the Structure of Bond Issuer’s Obligations Fulfillment: A Case of Sub-Federal Bonds

Yulia V. Semernina, Alla V. Yakunina, Elena A. Ermakova, Sergey V. Yakunin, Elena V. Zhegalova, Eugene A. Korobov
Depreciable bonds issues can significantly expand the issuers’ abilities to manage public debt. The purpose of the study is to suggest possible options for a model for fulfilling obligations by issuers of depreciable sub-federal bonds. The study was conducted using a discrete grouping constructed according...
Proceedings Article

Identifying trends in the development of marketing in the digital age

Natalia Alekseeva, Olga Stroganova, Viktor Vasilenok
Digital marketing has enormous potential to transform today's organizations and society as a whole fundamentally. The question of current interest is in what field the greatest changes will be achieved in the near future. An attempt to find the answer to the previously mentioned question is presented...
Proceedings Article

The Convergence of Deep Learning and Computer Vision: Smart City Applications and Research Challenges

Deep Kothadiya, Aayushi Chaudhari, Ruchita Macwan, Krishna Patel, Chintan Bhatt
In recent years, deep learning strategies started to outshine traditional machine learning methods in a few fields, with Computer Vision being one of the most noticeable ones. The Computer Vision is becoming more suitable nowadays at identifying patterns from images than the human visual cognitive system....
Proceedings Article

Level of integration of the digital transformation of the supply chain in Moroccan companies

Heddoun Asmae, Benrezzouq Rhizlane
Successful digital transformation requires a holistic approach to the partners as a whole – from suppliers of raw materials to manufacturers and distributors to logistics and transport service providers. in this context that our research is based, it is to explore the level of integration of the digital...
Proceedings Article

The Principles of Forming of the Mathematical Model of Nanoelectronic Components of Quantum Computer Systems with Memresistance Branches

Andrei Bondarev, Vladimir Efanov
The element base, based on the use of a variety of low-dimensional structures, is the most promising for new generations of electronic technology. However, in the transition to nanometer-scale systems, the quantum-mechanical nature of quasiparticles in a solid begins to manifest itself clearly. As a...
Proceedings Article

Neuroevolution Forecasting of the Living Standards of the Population

Liudmila P. Bilgaeva, Erzhena Ts. Sadykova, Victor A. Filippov
The article is devoted to the problem of forecasting indicators of living standards using neuroevolutionary approach. The NEAT method is considered that allows generating the neural network topology automatically. The paper proposes modification of this method and its implementation based on the activation...
Proceedings Article

Digital transformation of Eurasian Economic Union's (EAEU) logistics system

Vera Viktorovna Borisova, Natalia Sergeyevna Pechenko, Ayuna Vladimirovna Molonova
This article is addressing the key items regarding digital transformation of export-import trade operations taking place while designing the logistics system of the Eurasian Economic Union (EAEU). Results of investigation enable the authors to reveal the problems occurring during creation of common market...
Proceedings Article

Flow-Based Upscaling for Voronoi Grid near a Hydraulic Fracture

Timur Kireev, Guzel Bulgakova
An important task in reservoir simulation is to take into account the hydraulic fracture effect on well performances. Flow-based upscaling procedures are used to capture the nonlinear pressure variations near the fracture. A numerical near-well upscaling procedure for finite conductivity hydraulic fractures...
Proceedings Article

A New Combined Model with Reduced Label Dependency for Malware Classification

Prishita Ray, Tanmayi Nandan, Lahari Anne, Kakelli Anil Kumar
With the technological advancements in recent times, security threats caused by malware are increasing with no bounds. The first step performed by security analysts for the detection and mitigation of malware is its classification. This paper aims to classify network intrusion malware using new-age machine...
Proceedings Article

Algorithms of digital transport corridors of 3PL logistics

Sergey V. Krasnov, Sergey M. Sergeev, Elizaveta A. Zotova, Sergey N. Kuranov
Cooperating between countries in the field of digital economy on labeling and traceability of goods, and creating digital transport corridors were the issues addressed at the meeting of the Supreme Eurasian Council held in 2019. This requires conducting research in the cyberspace development on machine-to-machine...
Proceedings Article

System Approach and Simulation Modeling for Innovative Projects Efficiency

Ekaterina V. Orlova
The problem of a comprehensive assessment of the effectiveness of enterprises’ innovative activities is considered. The multidimensional criterion has been developed for a comprehensive assessment of innovative projects efficiency, providing a justification for the project quality and its quantitative...
Proceedings Article

Models and Methods to Estimate Digitalization Success Predictively

Alexander S. Geyda
The article outlines models of the formation of digitalization effects on the example of modern information (that is - digital) operations use in technological systems and methods to estimate indicators of digitalization success predictively. Models and methods constructed based on graph theory, probability...
Proceedings Article

Effect of the State Policy of Shipbuilding Development on Sea Freight

Aleksey Smirnov
In the 2000s, the federal authorities, realizing the importance and significance of the shipbuilding industry, its effect on the economy, took a whole range of measures for prospective development of the industry that shall meet the needs of the national economy in cargo shipping. The purpose of the...
Proceedings Article

The Impact of Changes in Consumer Behavior on the Development of Insurance Company Risk Models

Yulia A. Solovyeva, Irina P. Khominich
The article discusses the specifics of building mathematical and analytical insurance company risk models when changing consumer behavior. The concept of a model is given. Various types of models for consumer market analysis developed abroad and in Russia are described in order to conduct marketing activities...
Proceedings Article

Validation of Origin-Destination Matrix by Open Data

Evgeny Mayorov, Oleg Saprykin
Many global factors can influence the socio-economic situation in the country. One such factor is the transport systems of cities. It depends on the state of the transport infrastructure of the city: business development, investment, quality of life, employment growth. However, in larger cities observed...
Proceedings Article

An AI Based Web Portal for Cotton Price Analysis and Prediction

Mohammed Bohara, Krishna Patel, Bansari Patel, Jesal Desai
Artificial Intelligence based Web portal is extensively used in worldwide because it used to solve various primary low level problems in agriculture such as predicting precise prices of agriculture product using machine learning algorithms, enabling direct connection between buyer and seller without...
Proceedings Article

Improvement of port operations efficiency of the Arctic Maritime Transport Route

Aleksey Vasilievich Abramov, Michail Aleksandrovich Zagorodnikov
the Russian Federation Government Program "Transport System Development" includes different activities on technical maintenance of water routes and hydraulic structures, maritime traffic search-and-rescue aid, shipping navigation and surveying facilities for the Northern Sea Route lines. The aim of this...
Proceedings Article

Mechanism and Model for Decision-Making in Credit Risk Management

Ekaterina V. Orlova
The article deals with the problem of risk reduction of the banks’ credit portfolio. The new mechanism for credit portfolio quality management is proposed, featuring a combination of quantitative and qualitative criteria for assessing the credit portfolio quality and its monitoring. This mechanism supports...
Proceedings Article

Balancing Electricity Consumption and User Comfort in Load Management of Electric Tank Water Heaters

Alexander Belov, Vadim Kartak, Nirvana Meratnia, Paul J. M. Havinga
In load management programs, electricity providers can reward their customer customers financially in return for the gained flexibility to reduce their loads at certain times on demand. In particular in residential sector, the question of whether or not to modify the energy consumption profile and how...
Proceedings Article

The Nonsplit Resolving Domination Polynomial of a Graph

N Pushpa, B V Dhananjayamurthy
Metric representation of a vertex v in a graph G with an ordered subset R = {a1, a2, .., ak} of vertices of G is the k-vector r(v|R) =(d(v,a1), d(v,a2), .., d(v,ak)), where d(v,a) is the distance between v and a in G. The set R is called a Resolving set of G, if any two distinct vertices of G have distinct...
Proceedings Article

Digital infrastructure of service logistics: the case of the tourism industry

Natalia Vasilenko, Tatiana Lavrova, Olga Tokareva
The article discusses the digitization of services in the tourism industry. By applying the concept of service product to the tourism industry, the authors claim that the primary utility of a tourism product has a shifting nature and discuss the features of additional, derivative, and accompanying services...
Proceedings Article

Students’ Wage Expectations. Dynamic Analysis

Marina Telezhkina, Andrey Maksimov, Nataliya Maksimova
Factor structure of expected graduate’s wage is considered in the paper. The analysis of eight regression estimates for 2007–2009 and 2012–2016 of Russian University students’ wage expectations demonstrates consistency of estimates of all coefficients but regional dummy and wage of working students....
Proceedings Article

Simulation Model of an Autoclave Operation Using iThink Software

Elena Muravyova, Sergey Shokurov
This research paper is focused on temperature control in an autoclave used for the production of slag blocks from ash and slag materials of heat and power plants. This is done in order to increase the autoclave performance, reduce the amount of rejects in the finished slag blocks, increase the quality...
Proceedings Article

The Processes of the Formation of a Gifted Person in Distant Districts of the Arctic: the Digital Age

Natalia Dyadik, Anastasiia Chapargina
In the digital age, issues of provided with trained human resources, the effective use of the intellectual potential of a territory and the creation of conditions for its reproduction are particularly important. These problems are exacerbated in distant districts of the Russian Arctic. Digital technologies...
Proceedings Article

Deep Cross of Intra and Inter Modalities for Visual Question Answering

Rishav Bhardwaj
Visual Question Answering (VQA) has recently attained interest in the deep learning community. The main challenge that exists in VQA is to understand the sense of each modality and how to fuse these features. In this paper, DXMN (Deep Cross Modality Network) is introduced which takes into consideration...
Proceedings Article

Statistics of Individual Tests for Market Graph Identification in Market Network

Petr Koldanov
The concept of random variables network used to model the complex system of random nature is discussed. The problem of threshold graph identification to network analysis of the complex system is considered as multiple decision statistical procedure. The properties of robustness of different tests for...
Proceedings Article

Key factors of the human capital management in view of digital transformation

Valentin Nikonorov, Victor Tutukin
Digitalization – the use of innovative digital technologies in all spheres of human activity – is indispensable condition for the country's competitiveness. In the same way, human capital is the main driver of economic growth in the country. The purpose of the research is to reveal factors of management...
Proceedings Article

Retinopathy Based Multistage Classification of Diabeties

N A Deepak, G Savitha, D J Deepak, P. Kashyap Supraj
One of the biggest problems faced in biomedical engineering is the non-invasive assessment of the physiological changes that occur within the human body. Particularly, the detection of the abnormalities in the human eye is very difficult due to the numerous complexities involved in the process. Retinal...
Proceedings Article

Method of Construction of Routes of the Unmanned Aerial Vehicle on the Interactive Electronic Map

Tatiana Mikheeva, Aleksey Tikhonov, Elena Chekina, Nikita Ostroglazov, Sergey Mikheev
Unmanned aerial vehicles are increasingly used to perform complex transport processes and operations, such as monitoring transport processes, photogrammetry of transport infrastructure, inspection of geoobjects and tracking of mobile agents. The construction of rational routes in solving the problems...
Proceedings Article

Computer Modeling Algorithm Development of the Innovative Project Effectiveness Evaluation

Elena Makarova, Anna Firsova
The main purpose of this research is to develop methodological support and economic and mathematical tools for managing and evaluating the effectiveness of innovative projects based on binomial models of real options. The subject of the study is a computer program algorithm for using the binomial model...
Proceedings Article

Referral program in the context of social capital and digital marketing methods

Anastasii I. Klimin, Pavel S. Kozlovskii, Pavel A. Sataev, Rouhollah Abbaszadeh
More and more indicators affecting the company's profits are becoming available for calculation due to the development of technology. Social capital can be one of these indicators. The study concludes that the referral program is the use of the external social capital of the enterprise. Digitalization...
Proceedings Article

Problem-oriented Stratification of Transport Infrastructure Management

Tatiana Mikheeva, Sergey Mikheev
The paper analyses basic mathematical models on the basis of the fundamental laws of intellectual control. The models take into account of the sensitivity of the global systemic objective functional to the components of the set of states of the models in accordance with the systemic objectives definition...
Proceedings Article

Trends in the development of the EU natural gas market and digitalization of the gas industry

Mikhail Ulchenko
With its impressive production capacity, the EU countries consume a huge amount of energy, 25% of which is generated by natural gas (450-480 billion m3). At the same time, the demand for gas in the EU continues to grow due to low prices, the growth of energy intensity of residential heating, and the...
Proceedings Article

Forecasting and Decision-Making System for Military Resource Allotment

S Vinodhini, J Monica Pallavi, J Sandeep, C Smera
Every country is in some sort of rivalry with its neighboring countries. Military forces safeguarded people’s lives day in and out. The forces are being placed in many zones near the hotspots of the border areas to fight off enemies. These zones are critical and challenging in many ways, which put the...
Proceedings Article

Risk Management of a Commercial Bank’s Project Portfolio through Simulation

Zlata Usmanova, Anna Khanova
The authors build a simulation model focused on the risk management of a commercial bank’s project portfolio with a detailed description of the relevant methodology. The paper explores the logic of the simulation algorithm, which is the logical structure of the system functioning model. It obtains insights...
Proceedings Article

Logistics of smart supply chains

Vladimir Scherbakov, Galina Silkina
he initial study principle is the axiom of supply chains as the forms of logistics arrangement in the sphere of commodities and services circulation on the “simple-to-complex" development basis: direct – advanced – maximum chains of supply – networks of supply chains. In the frame of evolutionary dynamics,...
Proceedings Article

Empirical Analysis of Investments on the Fine Art Market

Anna Zhukova, Valeriya Lakshina, Liudmila Leonova
The instability of the stock market spurs investors to seek alternative ways of allocating financial resources. In this case, art assets could be considered as an attractive investment. Due to the uniqueness, specific costs, and risks inherent to the artworks, the fine art market is very heterogeneous...
Proceedings Article

The Standard of Location and Visualization of Geo-objects on Thematic Layers of the Geographic Information System

Tatiana Mikheeva, Vladislav Elizarov, Sergey Mikheev
Currently, the standardization of the thematic layers of the intelligent transport geographic information system is considered to work in a market economy in accordance with the rules of work and the norms of international standardization. Standardization is regarded as an information management tool...
Proceedings Article

Detection of Partially Occluded Faces Using Convolutional Neural Networks

HT Chethana, C Nagavi Trisiladevi, M Athreya Shashank
Partial occlusion in the face refers to the local region of the face with objects such as sunglasses, scarf, hands and beard which leads to loss of information thereby affecting the overall recognition accuracy. It is one of the challenging problems in computer vision. There are many traditional perceptions...
Proceedings Article

The introduction of category management in the procurement activities of an oil company in a digital transformation

Elvira Khalikova, Tatyana Leybert
The implementation of the concept of digitalization of the business in procurement requires management of the oil company a fundamentally new management decisions based on reliable business intelligence and analytical tools. As such, advocates the concept of category management and analytical tools,...
Proceedings Article

On Making a Decision to Correct the Learner Behavior Based on the Signals of their Electroencephalograms When Organizing Interaction with an Anthropomorphic Teacher-Assistant Robot

Mikhail Stepanov, Vyacheslav Musatov, Igor Egorov, Svetlana Pchelintzeva, Andrey Stepanov
The work discusses the method of recognizing the state of a learner using artificial neural networks based on the analysis of electroencephalogram signals during the assimilation of educational material using a hardware–software complex of a robot – an assistant teacher of anthropomorphic type.
Proceedings Article

Artificial Intelligence Methods in Assessing the Severity and Differential Diagnosis of Bronchoobstructive Syndrome

Karina Shakhgeldyan, Boris Geltser, Ilya Kurpatov, Alexandra Kriger
Respiratory muscles strength is the main indicator of their functional state. The study of respiratory muscles strength is becoming increasingly prevalent in clinical pulmonology, especially in case of chronic obstructive pulmonary disease (COPD) and asthma. However, respiratory muscles strength is used...
Proceedings Article

A Hybrid Hierarchical Sparse Kernel Classification Model for Remote Sensing Image Retrieval

S K Sudha, S Aji
In remote sensing applications, finding matching images across huge datasets is difficult due to the scarcity of annotated images. The high spatio-spectral resolution and high-dimensional sparse nature make the remote sensing images difficult to utilize in particular applications. Hence, competent retrieval...
Proceedings Article

Software and Hardware Complex of Anthropomorphic Type Robot as an Assistant for a Teacher. Decision-Making Subsystem Using Multiscale Entropy Analysis of EEG Signals

Tatyana V. Yakovleva, Ilya E. Kutepov, Anton V. Krysko, Mikhail Stepanov, Tatyana Yu. Yaroshenko, Nikolay P. Erofeev, Olga A. Saltykova, Maxim V. Zhigalov, Irina V. Papkova, Vadim A. Krysko, Nikolay M. Yakovlev, Antonina Yu. Karas
The paper presents research on the use of the results of the analysis of signals of brain activity of students for decision-making in educational robotics. Signals of brain activity were obtained using electroencephalograms (EEG). Assessment of the state of the student was carried out on the basis of...
Proceedings Article

Cloud Infrastructure for Creation of Interpretable Diagnostic Knowledge Bases of Diseases Regardless their Etiology

Valeriya Gribova, Elena Shalfeeva, Margaret Petryaeva
The paper presents a cloud infrastructure for creation of interpretable diagnostic knowledge bases for intelligent decision support systems in medicine. An ontology of medical diagnostics allows us to form diseases regardless their etiology as a multivariate developing internal process. The relations...
Proceedings Article

Methodological Aspects of Strategic Controlling of Digital Transformation of Transport and Logistics System

Elena Balashova, Elena Palkina, Elena Schislyaeva
The present technological mode featuring the use of end-to-end digital platforms and technologies has caused transition of the transport branch to the qualitatively new development level - intellectualisation of transportation organization. An important condition for provision of competitiveness of the...
Proceedings Article

Wavelet Analysis of EEG Signals in Epilepsy Patients

Tatyana V. Yakovleva, Ilya E. Kutepov, Anton V. Krysko, Nikolay P. Erofeev, Tatyana Yu. Yaroshenko, Olga A. Saltykova, Anastasiya V. Kirichenko, Maxim V. Zhigalov, Irina V. Papkova, Vadim A. Krysko, Nikolay M. Yakovlev, Antonina Yu. Karas
The paper presents studies of electroencephalogram (EEG) signals of epilepsy patients based on wavelet transform and calculation of the total signal energy. The object of the study was a patient aged 17–22 years diagnosed with focal (structural) epilepsy, mesial sclerosis on the left and focal cortical...
Proceedings Article

Constructive Ontologies

Anatolii Beltiukov
An approach to the description of subject areas is proposed to solve constructive tasks in the form of constructive ontologies at the abstraction level of Cartesian closed categories. Constructiveness of ontology makes it possible correct automatic or automated (man-machine) construction of problem solving....
Proceedings Article

IoT in Smart Cities’ Utility Systems: from prototype to production

Daniil Bolobonov, Igor Ilin, Igor Korolev, Alexander Frolov
Smart Cities, Industrial Internet of Things (IIoT), Smart Grids and etc. are products of Industry 4.0 that are on verge on becoming mass-implemented after 1years in development by different companies and startups. While these technologies are nowhere from being completely novel, they have significant...
Proceedings Article

A Study of Prototyping in Information Retrieval Process Utilizing Context Requirements and Feature Sample Sizes

K N Sridevi, S Prakasha
Information retrieval can provide organizations with immediate value, Information retrieval has become a core of the current information managing systems, this has given profound importance on how we gather effective information in a huge pile of data. Information retrieval is a highly debated issue...
Proceedings Article

Motivating factors for university students to use digital technologies in educational process

Aleksandr Kozlov, Alina Kankovskaya, Anna Teslya, Zarema Khasheva
The study considers the formation of human capital in the transition to a digital economy that places new demands on the competences of future specialists working in new conditions. Educational programs of universities need to be modernized; in particular, this means adopting a broad range of information...
Proceedings Article

Random Graph Models and Their Application to Twitter Network Analysis

Kirill Shaposnikov, Irina Sagaeva, Alexey Grigoriev, Alexey Faizliev, Andrey Vlasov
In this paper, we conducted an experiment for comparison of the graphs generated by Erdős-Rényi, Barabási-Albert, Bollobás-Riordan, Buckley–Osthus, Chung-Lu models and a web graph constructed using real data. Twitter data have been employed to construct social network, and C++ has been used for network...
Proceedings Article

The Method for Linear Regression Models Constructing Based on the Sharing of Measured Data and Expert Assessments

Vladimir Gvozdev, Oxana Bezhaeva, Dinara Akhmetova, Alexander Levkov
The paper discusses the classical approaches to the construction of regression models on the basis of independent and dependent random variables distribution laws. Regression dependencies are one of the main tools for constructing empirical descriptive models, at present moment the theoretical apparatus...
Proceedings Article

Ball-Shrinking Genetic Search Algorithm for Finding Central Vertices in Graphs

Andrew Vlasov, Andrew Khomchenko, Alexey Faizliev, Sergei Mironov
The paper proposes a genetic algorithm (GA) for finding central vertices in a graph. The algorithm uses a different approach to the method presentation of the solution and describes a new look at the crossover process of GA. The algorithm was compared with existing exact and other genetic algorithms...
Proceedings Article

Improving the Efficiency of "Jacketing" by Taking Into Account the Specifics of Applied Equipment and Prefabrications Based on Machine Learning Methods

Leonid Mylnikov, Artur Mikhailov, Anatoliy Pesterev, Dmitrii Vershinin
The article considers the task of choosing the optimal set of silica tubes for the operation of jacketing in the production of optical fiber, taking into account the available types of silica tubes, the features of the used equipment and the quality of products in previous cycles of production. The model,...
Proceedings Article

Digital and organizational transformation of the educational process

Tatyana Leybert, Elvira Khalikov
The digital transformation of the Russian economy is becoming one of the areas of strategic development of companies. In this regard, approaches to assessing the knowledge and skills that a modern employee must meet are changing. In this regard, there is a need for the formation of a new model of human...
Proceedings Article

Integrative Information Retrieval with a Consumer Strategy Approach

K N Sridevi, S Prakasha
In this study, Information Retrieval has become an integral part of our life. We require these technologies to make our digital life comfortable in this fast running technology era. We have tried to describe a consumer methodology to coordinating information retrieval, wherein the emphasis is placed...
Proceedings Article

Seasonal Adjustment Algorithm

Kirill Spiridonov
The paper presents an algorithm for smoothing time series with seasonality. The proposed method is based on median smoothing and the Hodrick–Prescott decomposition. Using a software implementation in the R language, the correctness of the developed algorithm is checked; it is also compared with other...
Proceedings Article

The Approach to Basic Abstraction Construction for the Architectural Schemes Design

Yury Rogozov, Alexander Belikov, Oksana Shevchenko
According to statistical studies, a large number of IT projects end in failure. This problem arises due to the inconsistency of the forms used by persons to represent the image (meaning) of the system. Existing decisions on the development of the system image or meaning relate to the field of architectural...
Proceedings Article

Modeling of Regional Innovation Spillover Effects Based on DEA Malmquist Index

Anna Firsova, Galina Yu. Chernyshova
The article presents the results of a study of innovative spillover effects using Data Envelopment Analysis (DEA) tools. The study is novel, in that an assessment methodology has been developed based on the Malmquist index and an output-oriented DEA model has been built to analyze the dynamics of the...
Proceedings Article

The Russian Arctic World-class research and education center formation

Sergey Kozmenko, Anna Teslya, Asya Shchegolkova
The article addresses the formation of the human capital in the digital economy for the Russian Arctic. The urgency of the problem is stated; the requirements formed by the processes of digitalization in the economy are indicated. The negative trends regarding the development of the human capital in...
Proceedings Article

Use of Topic Modelling for Improvement of Quality in the Task of Semantic Search of Educational Courses

Ivan Nikolaev, Dmitry Botov, Yuri Dmitrin, Julius Klenin, Andrei Melnikov
This paper proposes an approach, improving the quality of the original educational course programmes semantic search algorithm, based on vector representations, produced by distributional semantic. The proposed approach works by providing an expert with interpretable topic filtering of courses in search...
Proceedings Article

Recent Trends in Answer Script Evaluation – A Literature Survey

A.K.R Maya, Javed Nazura, B. L Muralidhara
Assessment of answer scripts is an integral part of an examination and education system. A fair, consistent, unbiased, and correct valuation ensures the integrity of an examination system and is important for all education institutions. Since manual valuation is cumbersome and can be biased or influenced...
Proceedings Article

Modeling the Spatial Effects of the Impact of Innovation on Regional Economic Growth

Vladimir A. Balash, Olga S. Balash, Alexey Faizliev, Elena V. Chistopolskaya
In this paper, we analyze σ- and β-convergence using data from the socioeconomic development of the Russian regions and reveal the role of spatial autocorrelation in regional economic development. We consider 80 regions of Russia for the period 2010–2017. We estimate spatial autocorrelation based on...
Proceedings Article

Effect of Digital Technologies on the Energy Sector. International Experience. Russian Opportunity

Elena Balashova, Ksenia Maiorova, Elena Schislyaeva, Sergei Schislyaev
The existing technological structure of the electric power industry has reached the limit of its efficiency and in the future will lose its high competitiveness compared to the digital energy solutions. One of the key global trends in the development of the fuel and energy complex in current-day realities...
Proceedings Article

Energy-Efficient Path Planning: Designed Software Implementation

Vyacheslav Petrenko, Fariza Tebueva, Vladimir Antonov, Nikolay Untewsky, Mikhail Gurchinsky
The paper continues developing the method of a real-time quasi-optimal trajectory planning for anthropomorphic manipulator. Our goal includes software implementation of previously designed methods and algorithms of the quasi-optimal trajectory for anthropomorphic manipulator. The general structure and...
Proceedings Article

Learning Improved Class Vector for Multi-Class Question Type Classification

Tanu Gupta, Ela Kumar
Recent research in NLP has exploited word embedding to achieve outstanding results in various tasks such as; spam filtering, text classification and summarization and others. Present word embedding algorithms have power to capture semantic and syntactic knowledge about word, but not enough to portray...
Proceedings Article

The use of digital technologies for the Russian Arctic energy infrastructure assessment

Aleksandr Biev
Despite the predominance in the economic specialization of the Russian Arctic regions of industries, one way or another related to energy, the problem of their fuel and energy supply, as a special category of consumers of the domestic energy market, still retains its high relevance. The aim of the study...
Proceedings Article

Comparative Analysis of the Convergence of the Population-Based Algorithm and the Gradient Algorithm for Optimizing the Neural Network Solution of the Optimal Control Problems

Irina Bolodurina, Lubov Zabrodina
In this paper, we consider the functional representation of the solution of the optimal control problem without restrictions using the neural network approach, which allows us to find a functional representation of the solution. Based on the necessary first-order optimality conditions, the original problem...
Proceedings Article

Conceptual model of Logistics Vocational Education in the digital economy

Vladimir Scherbakov, Galina Silkina
A precedent has been created to substantiate a scientific and methodological approach to the professional training of logisticians in the Russian higher education system which is being reformed now. The principal characteristics of the approach are determined: preactivity, personal orientation, continuity...
Proceedings Article

ESP32 Based Implementation of Water Quality and Quantity Regulating System

T. Sandeep Rao, Pawan Pranay, Sriman Narayana, Yamunadhar Reddy, Sunil, Pawandeep Kaur
The primary purpose of this paper is to reduce the wastage of water. The former way of water testing is manual, costly, time consuming, whereas proposed work is easy to install and cost effective. The proposed work is focused on water quality and quantity measurements by using ESP32 microcontroller and...
Proceedings Article

Principles of the Knowledge Base Formation as a Part of Intellectual Decision Support System in Innovative Projects Management

Liliya Chernyakhovskaya, Nataliya Nikulina, Anna Malakhova
According to methodology of decision making support in innovative projects management, developed on the previous stages of the research, a method of expert’s knowledge formalization based on the decision making support ontology, was developed. The method allows to integrate the means of ontological analysis...
Proceedings Article

Innovative transport and logistics schemes in the Arctic zone of Russia as development drivers of the world economy

Natalya V. Baydukova, Mikhail N. Grigoriev, Yuri Y. Mihalchevskiy, Sergey A. Uvarov
Planet climate changes, affecting the Arctic Ocean, open up new prospects for optimizing transport flows between Asian and European countries. Mankind has long sought to use these routes, but shipbuilding technologies did not allow doing this before. The combination of these factors allows Russia not...
Proceedings Article

Automatic Invigilation Using Computer Vision

Manit Malhotra, Indu Chhabra
Educational institutions determine students’ strengths and weaknesses through exams. Students find numerous ways to cheat in physical exams like exchanging their sheets, using hidden notes, getting good grades, fulfilling their parents’ expectations, and whatnot. Due to the physical limitations of human...
Proceedings Article

The differences of conversions in working with target audience at different decision-making funnel levels

Anastasii I. Klimin, Dmitrii V. Tikhonov, Anastasia I. Ryushenkova
The article presents the results of a study analyzing the conversion rate at different levels of the purchase funnel in the educational market. A theoretical model of the purchase funnel and its surrounding environment is shown, assumptions about the reasons for differences in conversion rates are made,...
Proceedings Article

Method of Designing a Software Analytical Complex Based on a Cartesian Closed Category Using Virtual Objects

Gennady Kulikov, Vyacheslav Antonov, Maria Shilina, Lyudmila Rodionova
The article examines the problem of formalization and identification of information objects (real and virtual) and traceability of their relations in the studied subject area according to the rules of monomorphism and polymorphism of the mathematical theory of categories of sets. Based on these conditions,...
Proceedings Article

Integrated digital platforms for development of transport and logistics services

Aleksander Viktorovich Dmitriev, Irina Aleksandrovna Plastunyak
The article discusses the development of transport and logistics services based on integrated digital platforms, analyzes the Russian economy and its transport and logistics sector digitalization level, explores the features of transport and logistics systems digital transformation, substantiates the...
Proceedings Article

Implementation of Secure Software Development Lifecycle in a Large Software Development Organization

Lada Gonchar
Secure Software Development Lifecycle is an important part of developing secure software. On the one hand, such process requires a significant effort related to upskilling of developers, analysing of coding and security testing, on the other hand, generates a large amount of data on the process level...
Proceedings Article

Critical Success Factor Estimation for Software Security in Small and Medium Scale Industry Using AHP and TOPSIS Approach

N Kavyashree, M C Supriya, M R Lokesh
In small and medium scale software industry, software security success factor is trivial process. Six-sigma and fuzzy logic methodology address software security problems effectively in the state of work. The research work chosen Fuzzy Technique for Order of Preference by Similarity to Ideal Solution...
Proceedings Article

Methodical Fundamentals for Choosing the Location of Waste Treatment Enterprises Based on the Indicators of the Territorial System Status

Vladimir Gvozdev, Olga Khristodulo, Marat Shamsutdinov
In recent years, effective environmental protection activities of the environment related to anthropogenic pollution, which has become widespread, influenced by increasing industrial production and population growth, have gained particular importance. Waste can be viewed in two different ways: as a powerful...
Proceedings Article

Implementation of the online learning platforms in the training companies

O.V. Rostova, S.V. Shirokova, M.S. Zharova, A.S. Shmeleva
The article is devoted to the problem of effective implementation of online learning platforms by training companies. The use of e-learning systems in the educational process at this stage is one of the main trends. Despite the fact that the methodological aspects of this form of training are widely...
Proceedings Article

Cognitive Maps in the Development of the Multi-dimensional System of Objects’ Management for the Manufacturing of Products From Composites

Tatiana Sazonova, Larisa Polyakova
The article discusses the problem of automation of technological processes for the manufacturing of products from polymer composite materials used in mechanical engineering. Classification of control systems is represented according to the degree of completeness of a priori information about the control...
Proceedings Article

Instruments of human resource management based on the digital technologies in Russia

Oksana Evseeva, Olga Kalchenko, Svetlana Evseeva, Kristina Plis
The article is dedicated to the research on the use of digital instruments in human resource management in the leading Russian companies. The companies were chosen from the leading companies in their business field based on Ranking Top-100 leading companies in Russia on capitalization by the Agency Riarating...
Proceedings Article

Conceptual Analytics on Integration of Network Technologies with Crowdsourcing Infrastructure

S Sivachandiran, Mohan.K Jagan, Nazer.G Mohammed
Technology seeks a new dimension as collaboration of various methods and technologies in transmission of data. Crowdsourcing enables the availability of huge data over a variety of networks. It is important to understand the needs of the management and monitoring of such data over a long distance and...
Proceedings Article

The Concept of Decision Support in Evaluating the Functional State of Complex System of the Biological type

Rashit Nasyrov, Nafisa Yusupova, Rustem Zulkarneev, Alexandr Kruzhkov
The aim of the work is to develop a conceptual approach to decision support in assessing the functional state of a complex system of biological type. The definition of the functional state and the basic principles of its evaluation for complex systems of biological type on the basis of system representations...
Proceedings Article

Correlations between Logistics and Infrastructure Digitalization and Gross Domestic Product Size

Natalia Alekseeva, Larisa Voronova, Nadezhda Grashchenko
The life of a contemporary person acquires a new quality due to smart solutions, hence the issue of what affects the appearance of smart solutions and what impact smart solutions have on economic activity indicators is relevant. The paper is aimed at identifying correlations between urban logistics and...
Proceedings Article

Construction of Mathematical Relationships and Software Implementation of a Simulation Model of the Behavior of Components of the Musculoskeletal System of a Person

Alena Nikonova, Rashit Nasyrov
The article is devoted to the creation of a software tool for modelling the behaviour of the components of the musculoskeletal system using the example of segments of the spine using the Orne-Liu formalism. A system of differential equations is written that describes the movement of the components of...
Proceedings Article

Data Acquisition Using IoT to Monitor Coal Mining Environment

G Savitha, N A Deepak, D J Deepak
Coal is one of the most important non-renewable resource which contributes to majority of power production and used in many industries. The study here presents an innovative, efficient method needed to increase the mining productivity and reduce costs while also considering worker safety. In underground...
Proceedings Article

Contemporary condition and development prospects of international logistics in the post-sanction period

Valentina Vladimirovna Negreeva, Milana Beslanovna Soultygova, Olga Evgenievna Medvedeva, Alexandra Viktorovna Filimonova
International logistics in Russia underwent enormous changes in 2014, after the introduction of economic sanctions. In connection with the current situation on the international market, Russian logistics has faced a large number of problems that need to be addressed for its further development. One of...
Proceedings Article

Increasing Security of Telemedicine Service

Marat Bogdanov, Dajan Nasyrov, Aleksander Dumchikov, Artur Samigullin
The paper is about the improving the safety of telemedicine services that carry out the diagnosis of cardiovascular diseases on ECG. There are 2 deep learning methods (Multilayer Perceptron and Recurrent Neural Network), 14 machine learning methods (Naive Bayes classifier for multivariate Bernoulli models,...
Proceedings Article

Energy Improvement District: case from Polytechnic University

Yury Nurulin, Inga Skvortsova, Elena Vinogradova
The study addresses to harness the full energy savings potential of existing city's structures, to elaborate holistic strategies that integrate sector-based approaches, and to engage energy consumers in strategic energy planning for energy improvement district (EID). The article presents results of a...