?
Methods of criteria importance theory and their software implementation
P. 189–196.
WE present a general approach to the solution of the multicriteria
choice problem by methods of the Criteria importance theory. The overview
of methods of vector estimates comparison by preference using various types of
information about the preferences of the decision-maker is given. These methods are
implemented in the computer system DASS.
In book
Vol. 247: Computational Aspects and Applications in Large-Scale Networks. NET 2016. , Springer Publishing Company, 2018.
Ugleva A. V., Вопросы философии 2025 № 11 С. 112–123
The article focuses on the phenomenon of reification in digital psychiatry. The author highlights that AI technologies exacerbate the problem of translating complex culturally-conditioned psychiatric constructs into formal mathematical structures, which creates an illusion of objectivity and impedes the development of personalized medical care. The main objective of the article is to minimize negative consequences ...
Added: November 6, 2025
Nelyubin A. P., Podinovskiy V. V., Computational Mathematics and Mathematical Physics 2025 Vol. 65 No. 4 P. 689–697
This paper continues the development of a new approach to estimating approximation
parameters in which the distance of the approximating function from a given finite set of points is estimated
by a vector criterion whose components are the moduli of the residuals at all points. Using this
vector criterion, a preference relation in terms of distance is defined, ...
Added: July 1, 2025
Kravchenko T. K., Isaev D., Юрайт, 2024.
В учебнике рассматриваются вопросы информатизации процессов принятия решений: постановка задачи, типовые этапы, подходы к моделированию условий принятия решений, а также последствий выбора различных вариантов.
Рассматривается роль экспертных оценок, которые используются: для определения вероятностей возникновения проблемных ситуаций; определения коэффициентов компетентности экспертов, оценивающих альтернативы; формирования оценок рассматриваемых альтернатив.
Выделяются особенности принятия групповых решений.
Особое внимание уделено поддержке принятия решений на ...
Added: April 14, 2024
Nelyubin A. P., Podinovskiy V. V., Control Sciences 2024 No. 1 P. 13–17
A new approach to defining mean values based on the ideas of multicriteria optimiza-tion was proposed and developed previously; see the papers [4] and [5]. The distances between the current point and the sample points were treated as components of a vector estimate. The con-ventional approach to defining mean values involves the scalarization of vector ...
Added: March 30, 2024
A. V. Belov, E. A. Egorova, Bulletin D. Serikbayev East Kazakhstan Technical University 2023 No. 4 P. 92–102
When conducting scientific and technical expertise, it is necessary to analyze the texts of reports on scientific research work. The analysis is carried out in order to determine whether the research being conducted belongs to the class of scientific research and development work in the field of IT. This article discusses the tasks of binary ...
Added: March 9, 2024
A. P. Nelyubin, V. V. Podinovski, Computational Mathematics and Mathematical Physics 2023 Vol. 63 No. 5 P. 730–742
A new approach to estimating approximation parameters is developed. In this approach, the
distance of the approximating function from a given finite set of points is estimated by a vector criterion
the components of which are the absolute values of residuals at all points. Using this criterion, the
remoteness preference relation is defined, and the nondominated function with ...
Added: June 9, 2023
Tatiana Kravchenko, Shevgunov T., Journal of Theoretical and Applied Information Technology 2022 Vol. 100 No. 18 P. 5418–5437
With the advent of data warehouses and OLAP-technology, and subsequently many other systems that
output information for decision-making, all such systems began to be referred to as decision support system
(DSS). Thus, the original purpose of DSS has been forgotten: the selection of an effective solution from the
set of possible alternatives for poorly structured or unstructured management ...
Added: February 6, 2023
A. P. Nelyubin, V. V. Podinovski, Automation and Remote Control 2022 Vol. 83 No. 7 P. 1108–1122
We develop a statement of the decision-making problem in the presence of information about the importance of criteria groups, give definitions of the relationships of the importance of criteria groups, and introduce coefficients of importance and preference relations based on such information. Methods for checking the consistency of information about importance are indicated, and ways of constructing the ...
Added: July 21, 2022
Нелюбин А. П., В.В. Подиновский, Автоматика и телемеханика 2022 № 7 С. 119–136
Разработана постановка задачи принятия решений при наличии информации о важности групп критериев: введены определения отношения важности групп критериев и коэффициентов важности, введены отношения предпочтения на основе такой информации. Указаны способы проверки непротиворечивости информации о важности, указаны пути построения введенных отношений предпочтения. Раскрыта взаимосвязь качественной важности и качественной вероятности. ...
Added: July 20, 2022
Baev G., Войналович А. В., Рыкова Я. С., Контроллинг 2021 № 1 (79) С. 40–49
Companies face challenges in assessing the economic impact of improvement projects. As a result, instead ofpotentially valuable rationalization proposals, meaningless or even harmful "improvement" projects are being implemented. The existing methods for assessing the economic effect of improvement suggestions have low accuracy and weak connection with economic indicators, or difficult to use. The article describes ...
Added: October 10, 2021
Podinovskiy V. V., Нелюбин А. П., Проблемы управления 2021 № 2 С. 33–41
В недавней статье авторов («Проблемы управления», 2020, № 5) предложен новый подход к определению средних величин и исследованы свойства введенных средних. В данной статье, которая является непосредственным её продолжением, представлены новые свойства таких средних. Изучен вопрос об устойчивости средних к малым изменениям исходных данных и выяснено, какие из них являются устойчивыми. Рассмотрены случаи, когда имеются ...
Added: April 21, 2021
Kravchenko T. K., Bruskin S., Isaev D. et al., Информационные технологии 2020 Т. 26 № 11 С. 631–640
The article focuses on the application of decision support systems for prioritization of product backlog items in IT projects implemented using the Scrum methodology. The study identified the features of prioritization of different types of the product backlog items – user stories, epics and themes. It is justified that high-level product backlog items (epics and ...
Added: November 17, 2020
Иванов Н., Легалов А. И., Анкудинов А. В. et al., Успехи современной радиоэлектроники 2018 № 12 С. 77–83
The process of choosing the configuration of a hierarchical system is not an easy task, and the decision itself is not obvious due to the similarity of the parameters of alternative options and the presence of many conflicting criteria that are not amenable to manual analysis. Multi-criteria analysis of complex hierarchical systems requires processing a ...
Added: October 29, 2020
Romanov A., Ekaterina Kozlova, Lomotin Konstantin, , in: Digital Transformation and Global Society. Third International Conference, DTGS 2018, St. Petersburg, Russia, 2018, Revised Selected Papers. Part II. Communications in Computer and Information Science 859Issue 859.: Springer, 2018. P. 310–323.
This research is dedicated to the design of a decision support system for categorization of scientific literature. The purpose of this work is to research possible ways to apply the machine learning algorithms to the automation of manual text categorization. The following stages are considered: preprocessing of raw data, word embedding, model selection, classification model, ...
Added: August 26, 2019
Podinovskiy V. V., Potapov M. A., Automation and Remote Control 2019 Vol. 80 No. 7 P. 1294–1303
We give a survey of approaches for analyzing the sensitivity of non-dominated alternatives
to changes in the parameters of partial quasi-orderings that define preferences. Such
parameters can include values of importance coefficients for different criteria or boundaries of
interval estimates of the degrees of superiority in the importance of some criteria over others,
boundaries of intervals of criteria value ...
Added: August 22, 2019
Podinovski V.V., Nelyubiin A. P., Potapov M. A., Journal of Physics: Conference Series 2019 Vol. 1203 No. 1 P. 1–6
The new version of the software system DASS designed to solve multicriteria
problems using methods of the criteria importance theory is described. A new approach has
been developed by the authors, allowing to take into account inaccurate and fuzzy information
about preferences of decision makers. ...
Added: July 19, 2019
Denisenko A., Крылов Г. О., Бекетнова Ю. М., Информатизация и связь 2018 Т. 2 С. 82–88
Статья посвящена проблемам управления в социальных и экономических системах. Рассматривается процесс принятия управленческих решений в государственных органах на примере Федеральной службы по финансовому мониторингу. В статье предложены пути совершенствования принятия управленческих решений на основе адаптированных к специфике задач финансового мониторинга математических моделей и методов, позволяющих проводить анализ крупномасштабных гетерогенных информационных массивов, анализировать и оценивать финансовые ...
Added: December 26, 2018
V.A. Starykh, A.A. Karasev, Institute of Electrical and Electronics Engineers Inc., 2017.
Reviews problems of developing the ontological approach-based incident management system (IMS) of decision support system for resolving incidents in information systems. It supports decision-making in variety of subject domains, for example, while training the service staff and system administrators, who are responsible for operation and management of complex information systems. In this case, the incident ...
Added: December 6, 2018
Podinovskiy V. V., В кн.: IX Московская международная конференция по исследованию операций (ORM2018). Москва, 22 – 27 октября 2018 г. Труды.Т. 2.: М.: МГУ, МАКС Пресс, 2018. С. 141–144.
Дается обзор методов анализа чувствительности недоминируемых альтернатив к изменению параметров частичных квазипорядков, описывающих предпочтения. В качестве таких параметров могут выступать значения коэффициентов важности критериев или границы интервальных оценок степеней превосходства в важности одних критериев над другими, границы интервалов неопределенности замещений критериев и другие. ...
Added: October 28, 2018
Milov V., Savchenko A., , in: 5th Conference on Analysis of Images, Social Networks, and Text (AIST 2016).: Springer, 2017. P. 338–345.
In this paper we examine the maintenance decision support in classification of the dangerous situations discovered by the monitoring system. This task is reduced to the contextual multi-armed bandit problem. We highlight small sample size problem appeared in this task due to the rather rare failures. The novel algorithm based on the nearest neighbor search ...
Added: October 26, 2018
V.A. Starykh, A.A. Karasev, , in: 2017 XX IEEE International Conference on Soft Computing and Measurements (SCM 2017).: Institute of Electrical and Electronics Engineers Inc., 2017. P. 465–469.
Paper reviews problems of developing the ontological approach-based incident management system (IMS) of decision support system for resolving incidents in information systems. It supports decision-making in variety of subject domains, for example, while training the service staff and system administrators, who are responsible for operation and management of complex information systems. In this case, the ...
Added: May 25, 2018
Голубенков А. Д., Соколов А. М., Alexandrov D., Динамика сложных систем - XXI век 2017 Т. 11 № 3 С. 110–115
This paper shows the results of the development of a decision support system (DSS) for the Russian customs control information system. This system helps inspectors at the border veterinary checkpoints (BVC) of the Russian Federation to make decisions on the need for veterinary control of passing cargo. At present, the decision support system (DSS) developed ...
Added: January 16, 2018
Romanyuk K., Экономические науки 2015 № 125 С. 109–116
Рассмотрен вопрос информативности оценки кредитоспособности физических лиц, получаемой банком при использовании методов кредитного скоринга для принятия управленческих решений, например дифференциации цены кредита. Предложен метод кредитного скоринга с оценкой кредитоспособности по непрерывной шкале. Вычислена оценка кредитоспособности предложенным методом по частной информации физических лиц. Показано, как по данной оценке банк может принять решение о дифференциации цены кредита ...
Added: November 20, 2017
Saleh H., Alexandrov D., Цепелев Д. А. et al., В кн.: Вузовская наука – региону : материалы XV Всероссийской научной конференции с международным участием.: Вологда: ВоГУ, 2017. С. 110–113.
The paper discusses the problems and methods of improving the qualities of predictions given by the decision-support systems used by dispatches on the gas transportation systems. ...
Added: September 27, 2017