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Автоматизация процесса принятия решений с использованием BI-инструментов
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 architecture in various business segments with their own specifics of data and information systems are worked out. The paper consists of 3 parts. The first section discusses the basics of the management decision process, highlights the main stages of this process, as well as the possibilities of its automation. The second section describes in detail the business intelligence tools in the context of the business analysis stages, as well as the indicators used. The last section provides a practical example – a business case of a telecommunications company – the application of the proposed architecture to support the decision-making process using the described tools and methods.
М.: ИНФРА-М, 2026.
This textbook synthesizes modern concepts and approaches in the field of project management and is designed for use in project management courses. The material is based on the recommendations of the International Project Management Association (IPMA) and the international standards ISO 21500 and ISO 21502.
It complies with the requirements of the latest generation of Federal ...
Added: September 25, 2026
Joulitov A.K., Lomazova I.A., Proceedings of the Institute for System Programming of the RAS 2026 Vol. 38 No. 4(2) P. 215–224
In process mining, DFG (Directly-Follows Graph) models are popular due to their simplicity and clarity. However, if a process is acyclic but contains concurrent events, standard algorithms for discovering DFG models can generate "fake" cycles that do not actually exist in the event log. These cycles hinder the analysis of information processes, significantly reducing the ...
Added: September 24, 2026
Vicentin D. C., Salati Marcondes de Moraes G. H., Brandao Fischer B. et al., IEEE Transactions on Engineering Management 2026 Vol. 73 P. 4455–4470
International science collaboration countries have expanded considerably in recent years; nevertheless, institutional and organizational barriers and challenges continue to undermine the effectiveness of joint research initiatives. This study examines how such barriers are associated with perceived academic and technological outcomes, drawing on a primary dataset of 396 survey responses from researchers in BRICS-countries-based collaborations. The ...
Added: September 24, 2026
Добрина Д. Н., Nesterenko A., Прикладная дискретная математика. Приложение 2026 № 19 С. 151–159
Работа содержит результаты формального анализа криптографических механизмов, входящих в состав проекта методических рекомендаций «Защищенный универсальный протокол передачи данных и управления микросхемой интеллектуальной карты» (протокол SECUNDA). Получена формальная модель и перечень трудноразрешимых математических задач, трудоёмкостью решения которых можно оценить стойкость используемых криптографических механизмов. ...
Added: September 24, 2026
I.I. Sergeev, I.A. Lomazova, Modeling and Analysis of Information Systems 2026 Vol. 33 No. 3 P. 394–419
Object-centric process mining has emerged as a powerful paradigm for analyzing event data involving multiple interacting business objects. Existing discovery techniques often rely on object-centric Petri nets with fixed arc multiplicities, limiting their ability to represent parametric resource consumption and production patterns and to capture quantitative dependencies between interacting object types. In this paper, we ...
Added: September 24, 2026
Makushkin M., Деньги и кредит 2026 Т. 85 № 2 С. 82–100
The paper considers the problem of estimating the coupon-free yield curve of Russian bonds in yuan. The relevance of the topic is explained by the increased popularity of yuan-denominated bonds in the Russian market since 2022, as well as the recent appearance of the first federal loan bonds (OFZ) in yuan. Given that the number ...
Added: September 24, 2026
Makushkin M., Финансовый журнал 2026 Т. 18 № 4 С. 27–44
This article examines financial innovations in the Russian corporate bond market as a response to structural changes in the economy following 2022. The tightening of monetary policy has led to prohibitively high interest rates for domestic companies, while the sanctions have closed access to external capital markets. Despite these constraints, Russian firms have successfully adapted ...
Added: September 24, 2026
Festa G., D'Amato A., Palladino R. et al., European Journal of Innovation Management 2026 Vol. 29 No. 3 P. 728–744
Purpose
Artificial intelligence (AI) is vastly impacting the digital transformation of societies, economies, businesses, markets and enterprises, at a very fast pace, mostly after the global success of the generative algorithms. In this respect, this study, with an exploratory intention, aims to provide evidence about the fundamental issues of AI, particularly if generative, when adapted to ...
Added: September 24, 2026
Grimaldi M., Troisi O., Papa A. et al., The Journal of Technology Transfer 2026 Vol. 51 P. 1341–1392
Digital transformation and the possibility to collect large amount of data, the so-called big data, from different sources can lead to the redefinition of business processes, models and infrastructures. In this respect, data-driven decision making (DDDM) emphasizes the need to rethink management practices to view data as a driving force that can improve the effectiveness ...
Added: September 24, 2026
Tripathi S., Kabra S., Letters in Spatial and Resource Sciences 2026 Vol. 19 P. 1–24
Cities become more productive and enjoyable places to live with improved transportation management. However, most cities in developing countries still lack it. In this context, the present study examines the relationship between the different types of vehicles (measured by passenger and freight vehicles) and urbanization (measured by city population size and density) in India. We ...
Added: September 24, 2026
Bergougui B., Ghosh S., Doğan B. et al., Energy Conversion and Management: X 2026 Vol. 30 P. 1–18
The allocation of public budgets to research and development plays a vital role in advancing climate welfare and facilitating the energy transition. Energy transition focuses on sustainable development goal −7 (SDG-7). By discussing the importance of energy transition and research and development, the current study elaborates on the pathway to resilient energy. This study investigates ...
Added: September 24, 2026
Tiwari S., Doğan B., Kazemzadeh E. et al., Energy Sources, Part B: Economics, Planning and Policy 2026 Vol. 21 No. 1 P. 1–21
This study explores the role of environmental, social, and governance (ESG) in shaping productive capacity amid economic complexity, economic policy uncertainty, and geopolitical risks for a panel of OECD countries. The period of observations runs from 2003 to 2023. The results based on quantile-on-quantile regression demonstrate that ESG uncertainty has a gradual, progressive positive impact ...
Added: September 24, 2026
Lola I. S., Ostapkovich G. V., Asoskov D. et al., ИСИЭЗ НИУ ВШЭ, 2026.
Центр конъюнктурных исследований Института статистических исследований и экономики знаний НИУ ВШЭ представляет информационно-аналитический материал «Деловой климат в строительстве: актуальные тенденции III квартала 2026 г. и перспективы развития». В обзоре использованы ключевые данные Росстата, характеризующие основные количественные операционные данные строительной отрасли, а также результаты ежеквартальных конъюнктурных опросов.
В обследовании приняли участие 6,2 тыс. строительных организаций, различных по численности ...
Added: September 24, 2026
Lola I. S., Asoskov D., ИСИЭЗ НИУ ВШЭ, 2026.
Настоящая работа представляет методику идентификации поворотных точек делового цикла российской экономики на основе дискретного вейвлет-преобразования (ДВП), позволяющая преодолеть недостатки традиционных фильтров (алгоритм Брая – Бошана, фильтр Ходрика – Прескотта, метод Бернса – Митчелла и др.). В условиях структурной трансформации, экзогенных шоков и высокой волатильности деловой конъюнктуры потребность в точной датировке деловых циклов возрастает. На основе ...
Added: September 24, 2026
Ivan Bulychev, Savchenko A., AI 2026 Vol. 7 No. 9 Article 380
Recent advances in large language model (LLM) agents have shown promise for autonomous decision-making in recommender systems. However, existing approaches suffer from two fundamental limitations: flat agent memories that conflate different information modalities and prohibitive computational costs that prevent scaling beyond a few hundred users. We propose Hybrid-GraphRAG, a recommender system that integrates hierarchical agent ...
Added: September 24, 2026
Rincon C. J., Alekseeva O., Journal of Economic Studies 2026 P. 1–18
Purpose
This study assesses the impact of the European Central Bank's (ECB) Unconventional Monetary Policy (UMP) on economic growth via its effects on sovereign bond yields in the Eurozone. Unlike previous studies that focus on high-frequency data and short-term effects, this study provides evidence on the long-term effects of the ECB's asset purchases on key macroeconomic ...
Added: September 24, 2026
Li C., Tiwari S., Kazemzadeh E. et al., Sustainable Development 2026 Vol. 34 No. 5 P. 7109–7139
The transition to renewable energy is a cornerstone of sustainable development, yet it faces significant challenges. Key barriers include grid integration issues, technological immaturity, high initial costs, and policy and regulatory uncertainty. However, overcoming these hurdles offers substantial rewards, including new economic opportunities, lower energy costs, accelerated technological innovation, and more inclusive growth—ultimately paving the ...
Added: September 23, 2026
Nketiah E., Doğan B., Tiwari S. et al., Sustainable Production and Consumption 2026 Vol. 67 P. 64–78
As the European Union pursues its goal of carbon neutrality by 2050, integrating different strategies has become crucial. Therefore, this study uses Fully Modified Ordinary Least Squares (FMOLS) and Dynamic Ordinary Least Squares (DOLS) pooled estimation techniques to examine the long-term impacts of the circular economy, energy transition, and ethnic tension on carbon emissions in ...
Added: September 23, 2026
Doğan B., Hossain M. R., Khalfaoui R. et al., Financial Innovation 2026 Vol. 12 P. 1–29
Drawing from the recent COP28, which espouses a boom in clean energy transition through technological forwardness, and the framework of the SDG, we address critical questions related to green investment, energy investment, and environmental sustainability. We scrutinize whether green technology genuinely leads to green investment and energy investment in China and whether the causal nexus ...
Added: September 23, 2026
Lola I. S., Asoskov D., Ursulenko V., ИСИЭЗ НИУ ВШЭ, 2026.
Настоящая работа представляет методику модифицированного метода синтетической контрольной группы (Synthetic Control Method – SCM), модификация которого разработана для преодоления ключевых ограничений классического подхода, а именно проблемы аппроксимируемости и недостаточности группы сравнения. Подход основан на введении двух корректирующих множителей, которые позволяют устранить систематическое смещение уровней между целевым и синтетическим объектом (страной), а также согласовать темпы роста ...
Added: September 23, 2026
Switzerland: Springer, 2024.
This book constitutes revised papers from the International Workshops held at the 21st International Conference on Business Process Management, BPM 2023, in Utrecht, The Netherlands, during September 2023.
Papers from the following workshops are included:
• 7th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2023)
• 7th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT ...
Added: January 17, 2024
Springer, 2023.
This book presents the state-of-the-art in the emerging field of data science and includes models for layered security with applications in the protection of sites—such as large gathering places—through high-stake decision-making tasks. Such tasks include cancer diagnostics, self-driving cars, and others where wrong decisions can possibly have catastrophic consequences. Additionally, this book provides readers with ...
Added: August 31, 2023
Singapore: Springer, 2023.
This volume contains the proceedings of the 15th International KES Conference on
Intelligent Decision Technologies (KES-IDT 2023). The conference was held in Rome,
from 14 to 16 of June, 2023.
The KES-IDT is an international annual conference organized by KES International.
The KES Conference on Intelligent Decision Technologies belongs to a sub-series of
the KES Conference series.
The KES-IDT provides space ...
Added: June 7, 2023
Diana Salyakhova, Peter Panfilov, , in: Towards Industry 5.0. Selected Papers from ISPR2022, October 6–8, 2022, Antalya.: Switzerland: Springer, 2023. Ch. 6 P. 65–74.
In an era of digitalization many companies face the challenge of making prompt and viable management decisions. Decision Automation aided with Business Intelligence provides dramatical improvements to the quality and efficiency of management decisions, as well as business processes modelling and analysis. The aim of this paper is to develop methods and tools for automation ...
Added: March 6, 2023