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Изучение возможностей предиктивной аналитики данных для цифровой трансформации бизнеса FMCG
Промышленные АСУ и контроллеры. 2021. № 12. С. 37-47.
This paper considered the possibilities of using predictive data analytics to improve the e ciency of business processes in the FMCG market, in particular, to solve the problems of forecasting the demand for products. The existing business processes in the FMCG market companies were analyzed and typical tools for forecasting sales o ered by various vendors, including such as SAP, RapidMiner, Azur ML Studio, SPSS, were considered. As an example of the collection and analytical processing of data generated by FMCG business processes, the work analyzed data on sales of a key customer of a company from the tobacco industry, created several regression models for forecasting sales based on the use of the analytical product Azur ML Studio.
Language:
Russian
Khachatryan N., Kravchenko T. K., Akopov A. S. et al., Аудит и финансовый анализ 2016 № 3 С. 128-133
This work is devoted to the analysis and forecasting of the main indicators of the Russian stock market ‒ the indices of the Russian Trading System and the Moscow Interbank Currency Exchange. Autoregressive models with distributed lags describing the behavior of these indices are constructed. On the basis of the proposed models, a retrospective forecasting ...
Added: June 26, 2016
Soshnikov D. V., Soshnikova V., / Cornell University. Series Computer Science "arxiv.org". 2021.
Since the beginning of COVID pandemic, there have been around 700000 scientific papers published on the subject. A human researcher cannot possibly get acquainted with such a huge text corpus -- and therefore developing AI-based tools to help navigating this corpus and deriving some useful insights from it is highly needed. In this paper, we ...
Added: February 22, 2022
Popenkova D., The Potential of Modern Science 2016 No. 3(20) P. 72-77
The article is devoted to the Russian pet food market. Multinational companies dominate on the market and estimate Russia as one of the largest market in the World. The main consumer trends are the following: overall expenditures on prepared pet food increase in Russia, pet owners are looking for healthy alternatives to unprepared pet food. ...
Added: May 22, 2016
Cham : Springer, 2021
Modern informatics and cybernetics papers are presented in the proceedings. This
proceedings is a Vol. 3 of the Computer Science On-line Conference 2021. Papers
in this part discuss informatics and cybernetics in intelligent systems.
This book constitutes the refereed proceedings of the Informatics and
Cybernetics in Intelligent Systems section of the 10th Computer Science On-line
Conference 2021 (CSOC 2021), held ...
Added: September 26, 2021
Саляхова Д. Р., Panfilov P., Горшков Г. С., Известия Санкт-Петербургского государственного электротехнического университета ЛЭТИ 2021 № 10 С. 76-85
The paper is devoted to the development of methods and tools for automating the decision process using BI tools at various stages of management. The stages of the decision process and business analytics are analyzed and an architectural solution for integrating these processes into a flexible methodology is proposed, practical business cases for implementing this ...
Added: January 16, 2022
IEEE Computer Society, 2021
The proceedings of the conference. ...
Added: October 2, 2021
Chui S., М. : ИП Викулов К.В. Рязань ул Урицкого 45, 2022
The collective monograph is devoted to the problems that arise in the era of "Space 4.0" before the global space industry and the space industry of the Russian Federation in organizing the process of commercialization of the use of space technologies, as well as business services based on satellite data
The book is intended for senior ...
Added: March 15, 2022
Solodikhina A., Solodikhina M. V., Education and Information Technologies 2022 Vol. 27 No. 2 P. 2569-2584
Engineering education must be changed following the change in the labor market. The cult of innovation has led to a demand for innovators who have both the mindset of an inventor who can see a problem and find a way to solve it, and the mindset of an entrepreneur who is ready to bring that ...
Added: September 12, 2021
Springer, 2020
Modern cybernetics and computer engineering papers and topics are presented in
the proceedings. This proceedings is a Vol. 3 of the Computer Science On-line
Conference proceedings. Papers in this part discuss modern cybernetics and applied
informatics in technical systems.
This book constitutes the refereed proceedings of the Applied Informatics and
Cybernetics in Intelligent Systems section of the 9th Computer Science ...
Added: August 25, 2020
Kolosnitsyna M., Чубаров М. Ю., Электронный научный журнал "Социальные аспекты здоровья населения" 2021 Т. 67 № 5 Статья 2
Background. Infectious diseases and mortality are correlated with numerous factors. These factors may be interrelated and act simultaneously, which makes it difficult to assess their impact.
Aim: Based on regression analysis, to identify socio-economic factors of infectious mortality in Russian regions.
Materials and Methods. We used the data from the Federal State Statistics Service on economic, demographic, ...
Added: November 26, 2021
IEEE, 2021
The 3rd International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA2021) focuses on the wide range of topics related to Control Systems and Mathematical Modeling, Automation and using advanced knowledge in the Power Industry to solve scientific and practical production problems. Traditionally the conference is jointly organized by V.A. Trapeznikon Institute of ...
Added: January 16, 2022
NY : Association for Computing Machinery (ACM), 2020
Nowadays, we live in a world, in which independent entities such as individuals, organizations, services, software, and applications sharing one or several missions and focusing on the interactions and inter-relationships among them, are strongly connected. This situation gives rise to an intelligent environment namely «digital ecosystem». This latter includes different producers of data (the Web, ...
Added: February 5, 2021
Uvaysov S. U., Журавлева Ю. Н., Палий С. П., Качество. Инновации. Образование 2012 № 11 С. 43-49
The task of improving the quality of forecasting returns of financial instruments using multivariate mathematical models: regression models and neural networks was analyzed. To construct a multifactor model of returns used the assumption on the influence of market factors that have a different nature. A linear multivariable regression model was constructed using stepwise inclusion algorithm. ...
Added: January 25, 2013
NY : Association for Computing Machinery (ACM), 2021
During the past years, the International Conference on ManagEment of Digital EcoSystems (MEDES) has become one of the most important international scientific events bringing together researchers, developers, and practitioners to discuss latest research issues and experiences in developing advanced solutions that will help to design, deploy, exploit and tune emerging ecosystems. This year, the 13th ...
Added: January 15, 2022
Isaev E., Pervukhin D., Tarasov P. et al., Математическая биология и биоинформатика 2019 Т. 14 № 2 С. 420-429
It is necessary not only to develop information and communication infrastructures and algorithms for distributed and cloud processing of data coming from all kinds of sensors and sensors, but also to design new materials that enable the production of safe, effective and accessible to the general public test systems when creating digital health saving systems ...
Added: August 6, 2019
Wang F., Journal of information systems engineering & management 2023 Vol. 8 No. 2 Article 21498
Blockchain technology is a novel and disruptive innovation that has the potential to transform various industries, such as finance, supply chain, and healthcare. However, the application and impact of blockchain technology in real estate remain largely unexplored. This study aims to investigate the characteristics, development, and structure of the research field of blockchain in real ...
Added: November 13, 2023
Curran Associates, Inc., 2019
The 30th DAAAM International Symposium on Intelligent Manufacturing and Automation took place in Zadar, Croatia between the 21th and 26th October 2019, during the DAAAM International Week. The Symposium was organized by DAAAM International Vienna in cooperation with ÖIAV-1848, Technical University of Vienna (TU Wien), International Academy of Engineering and University of Applied Sciences Technikum Wien ...
Added: February 2, 2020
Springer, 2021
The growth of a global digital economy has enabled rapid communication, instantaneous movement of funds, and availability of vast amounts of information. With this come challenges such as the vulnerability of digitalized sociotechnological systems (STSs) to destructive events (earthquakes, disease events, terrorist attacks). Similar issues arise for disruptions to complex linked natural and social systems ...
Added: February 5, 2021
Dutta S., Kaur A., International Journal of Applied and Computational Mathematics 2022 Vol. 9 No. 1 Article 6
Multi-choice has become a significant part of the real-life decision-making process. Most
of the problems involve more than one parameter as a choice, and among those different
choices only one choice is to be made, which will optimize the objective function. The
difficulty in making such a choice can be at ease with the help of mathematical techniques.
In ...
Added: December 27, 2022
Громова Д. Б., Khorkina N., Электронный научный журнал "Социальные аспекты здоровья населения" 2023 Т. 69 № 1 Статья 5
Significance. A positive assessment of life satisfaction is important for building a sense of general social well-being in the country. Meanwhile, the body mass index can be one of the factors determining this assessment.
The purpose of the study was to assess the relationship between the body mass index of adult Russians and their satisfaction with life based ...
Added: March 15, 2023
Subochev A., / Высшая школа экономики. Series WP7 "Математические методы анализа решений в экономике, бизнесе и политике". 2008. No. 3.
Twelve sets, proposed as social choice solution concepts, are compared: the core, five versions of the uncovered set, two versions of the minimal weakly stable sets, the uncaptured set, the untrapped set, the minimal undominated set (strong top cycle) and the minimal dominant set (weak top cycle). The main results presented are the following. A ...
Added: December 26, 2012
Dneprovskaya N., Шевцова И. В., Бизнес-информатика 2023 Т. 17 № 2 С. 20-40
The purpose of this study is a conceptual description of the implementation of knowledge management systems (KMS) as a mechanism for universities’ strategic development. Knowledge management (KM) practice from around the world proved the positive influence of KMS on productivity of educational institutions. The theoretical provisions and concept for KMS are determined based on an ...
Added: August 2, 2023
Montoya Martínez M. A., Torres-Córdoba R., Magid E. et al., Machines 2024 Vol. 12 No. 2 Article 124
This study introduces a cybernetic control and architectural framework for a robotic fish avatar operated by a human. The behavior of the robot fish is influenced by the electromyographic (EMG) signals of the human operator, triggered by stimuli from the surrounding objects and scenery. A deep artificial neural network (ANN) with perceptrons classifies the EMG ...
Added: February 25, 2024
Kuznetsov V. O., Логистика и управление цепями поставок 2018 № 4 (87) С. 27-33
One of the options for a more flexible approach to analyzing the reliability of supply chains is the principal component analysis (PCA). With a large number of variables describing supply chain, it is a difficult task to analyze the structure of variables in two-dimensional space. Within the analysis of the variables dependencies PCA allows to ...
Added: November 29, 2018