?
Algorithms for Multidimensional Frontier Visualization Based on Optimization Methods Using Distributed Computations
P. 13–18.
Afanasiev A., Krivonozhko V., Lychev A., Sukhoroslov O.
In book
Sigmaringen: CEUR Workshop Proceedings, 2017.
Rechmedina S., Haniev A., Suhih V., Вестник Московского университета. Серия 6: Экономика 2025 Т. 60 № 3 С. 40–62
Periods of high market volatility put investors in a situation where conventional decision- making methods are less reliable. To improve returns, market participants need to understand which factors play a big role in portfolio formation. This article analyzes the determinants of Russian stock returns during the Covid-19 and the rise in geopolitical tension in 2022. ...
Added: December 11, 2025
Konstantin Polyakov, Marina Polyakova, Polyakov A., Procedia Computer Science 2025 Vol. 266 P. 205–212
This study is devoted to the analysis of the relationship between the solution of two different tasks facing the management of a commercial organization - ensuring the efficiency and sustainability of the business. An analysis of publications on this topic shows the existence of contradictory conclusions. The authors hypothesize that there is a strong statistical ...
Added: October 8, 2025
Teplova T., Sokolova T., Haniev A., Экономика и математические методы 2024 Т. 60 № 2 С. 123–138
The study compares the results of applying the parametric method of Stochastic Frontier Analysis (SFA) and the non-parametric Bias-corrected Data Envelopment Analysis (DEA) for forming integrated stock selection metrics in portfolios based on diverse financial and non-financial indicators of U.S. issuing companies. The authors implement a novel approach in which "input" and "output" indicators for ...
Added: September 13, 2024
Konovalov N., Gromoff A., Vladimirova A. et al., Global Journal of Flexible Systems Management 2020 Vol. 21 No. 2 P. 101–112
This paper summarizes practices of customer-driven services applied in the leading Russian bank to avoid the impact of financial sanctions (2014–2019). We show how economic sanctions and strict national policies triggered this bank to increase flexibility in customer care to attract more capital from their existing clients. The project comprised three stages: (1) to analyse ...
Added: February 27, 2024
Zelenskaya E., Shakina E., Journal of Arts Management, Law and Society 2023 Vol. 53 No. 5 P. 273–290
This paper addresses the problem of efficiency measurement in the performing arts by investigating the highly heterogeneous Russian theater market. We adopt data envelopment analysis and explore efficiency drivers, focusing on two groups of public theaters, classical academic and leading regional theaters. The scope of programming, observed through touring and new productions, is shown to ...
Added: November 20, 2023
S. Demin, Operations Research Forum 2023 No. 4 Article 21
All countries have responded with a wide range of measures to stop the propagation of coronavirus. We apply best tube interval data envelopment analysis, in order to evaluate efficiency of quarantine measures using imprecise data. Using the Oxford COVID-19 Government Response Tracker’s (OxCGRT) data and given method, we construct time series of efficiency assessment of ...
Added: November 2, 2023
Polyakov K., Polyakova M. V., Экономический журнал Высшей школы экономики 2023 Т. 27 № 3 С. 390–411
This study is devoted to the analysis of the statistical relationship between the effectiveness of the bank and its specialization. Efficiency in the study is considered as a metric that evaluates the quality of management of an organization. Specialization in this case refers to the bank's concentration on certain types of banking products. The specifics ...
Added: October 30, 2023
Dranev Y., Ochirova E., Harms R. et al., Foresight and STI Governance 2023 Vol. 17 No. 3 P. 20–31
In this paper we propose a methodology for assessing the efficiency of technology transfer through merger and acquisition (M&A) and empirically estimate the effect of key factors impacting it. We implement data envelopment analysis (DEA) to calculate an efficiency score of the technology transfer process. The DEA efficiency score integrates a set of outputs (post-merger ...
Added: September 17, 2023
Khoshroo A., Izadikhah M., Emrouznejad A., Journal of Cleaner Production 2021 No. 328 Article 129639
Auditing energy usage of farming operations is a key step towards agricultural sustainability. The current systems of tomato production use a considerable quantity of energy. As a result, improving energy efficiency is a crucial stage in decreasing energy consumption in tomato production. Data envelopment analysis (DEA) model is an established methodology to assess energy efficiency ...
Added: December 3, 2021
Raayatpanah M. A., Khodayifar S., Weise T. et al., Journal of Combinatorial Optimization 2022 Vol. 44 No. 1 P. 242–268
In this paper, an extension of the minimum cost flow problem is considered in which multiple incommensurate weights are associated with each arc. In the minimum cost flow problem, flow is sent over the arcs of a graph from source nodes to sink nodes. The goal is to select a subgraph with minimum associated costs ...
Added: November 16, 2021
Omrani H., Alizadeh A., Emrouznejad A. et al., Expert Systems with Applications 2022 Vol. 189 Article 116021
Performance evaluation enables decision makers (DMs) to have a better view about the weaknesses and strengths of leading units to improve efficiencies as a crucial goal. Data envelopment analysis (DEA) is the most popular technique to measure performance efficiency of decision making units (DMUs). However, conventional DEA is unable to consider uncertainty of input and ...
Added: October 12, 2021
Zinkovsky K., Derkachev P., В кн.: Международный образовательный форум «Алтай - Азия 2016: Евразийское образовательное пространство — новые вызовы и лучшие практики».: Барнаул: Издательство Алтайского государственного университета, 2016. С. 119–123.
... ...
Added: March 10, 2021
Polyakov K., Polyakova M. V., Василевский М. И., Вопросы статистики 2020 Т. 27 № 6 С. 56–65
This publication refl ects the results of the authors’ research aimed at fi nding ways to reduce the complexity of appraising the investment attractiveness of potential recipients of investments. The purpose of the research is to create a methodology that will eff ectively manage not only the process of determining the recipients of investments but ...
Added: January 11, 2021
Zaytsev D., Kuskova V., , in: Reliability and Statistical Computing.: Springer, 2020. P. 289–304.
In this paper we describe the Data Envelopment Analysis (DEA) research design and its applications for effectiveness evaluation of company marketing strategies. We argue that DEA is an efficient instrument for use in academia and industry to compare a company’s business performance with its competitors’. This comparison provides the company with information on the closest ...
Added: June 7, 2020
Yanbykh, R.G., Saraikin, V.A., Studies on Russian Economic Development 2014 P. 343–350
The article analyzes the dynamics of the technical efficiency of agricultural organizations since the beginning of the reforms. The presence of a considerable number of non-effectively used and redundant resources, because of both the poor organization of farms and the insufficient development of market institutions in Russia, has been discovered. In general, based on the ...
Added: June 2, 2020
Agasisti T., Egorov A., Maximova M., / Series WP BRP "Basic research program". 2020. No. 226.
This paper studies the effect of merger policies in Russia on university efficiency. We consider the non-voluntary merger policy conducted by the Ministry of Education and Science based on university performance indicators. First, the efficiency scores of universities are estimated using a bootstrapped DEA non-parametric technique. The efficiency scores were evaluated for universities that were ...
Added: May 15, 2020
Zaytsev D., Kuskova V., , in: Proceedings - 25th ISSAT International Conference on Reliability and Quality in Design 2019.: [б.и.], 2019. P. 228–232.
In this paper we describe the Data Envelopment Analysis (DEA) research design and its applications for effectiveness evaluation of company marketing strategies. We argue that DEA is an efficient instrument for use in academia and industry to compare a company’s business performance with its competitors’. This comparison provides the company with information on the closest ...
Added: December 10, 2019
Kuskova V., Zaytsev D., , in: Proceedings - 25th ISSAT International Conference on Reliability and Quality in Design 2019.: [б.и.], 2019. P. 142–145.
Data Envelopment Analysis (DEA), a linear programming technique, is becoming increasingly popular in management studies. A variety of extensions have been proposed since its first introduction in the late 1970s, and lately, the idea of using the tool for clustering data has received some attention in the literature. We have further extended the idea of ...
Added: December 10, 2019
Zaytsev D., Kuskova V., Lushnikova P. et al., , in: Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers. Communications in Computer and Information ScienceVol. 1086.: Springer, 2020. P. 72–82.
In this paper we provide the methodology for evaluating ef- fectiveness of international sanctions using Data Envelopment Analysis (DEA), which we use for generating the network matrix for further anal- ysis. DEA is a non-parametric technique used to compare performance of similar units, such as departments or organizations. DEA has wide applications in all industries, ...
Added: December 9, 2019
Sirotin V., Arkhipova M., , in: Proceedings of the 14th European Conference on Innovation and Entrepreneurship ECIE 2019* 2.: Reading: Academic Conferences and Publishing International Limited, 2019. P. 967–973.
The paper is focused on the problem of balanced information and communication technologies development in modern society and its measures. Existing indices allow estimating the progress of this development, but they are mostly constructed for between countries comparison. At the lower level, we face the problem of different data set structure that does not allow ...
Added: October 29, 2019
Besstremyannaya G., Simm J., Golovan S., / Series CEFIR/NES Working paper "CEFIR/NES Working paper". 2017. No. 244.
The paper proposes a bootstrap methodology for robust estimation of cost efficiency in data envelopment analysis. Our algorithm re-samples "naive" input-oriented efficiency scores, rescales original inputs to bring them to the frontier, and then re-estimates cost efficiency scores for the rescaled inputs. We consider the cases with absence and presence of environmental variables. Simulation analyses ...
Added: October 23, 2019