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Анализ паттернов в системе параллельных координат на базе парного сравнения показателей
Автоматика и телемеханика. 2019. № 1. С. 138-152.
We present the basic properties of the a new pattern analysis method in the system of parallel coordinates; results of the method do not depend on the ordering of data in the original sample of objects being analyzed. We prove that clusters obtained with this method do not overlap. We also show the possibility of representing objects of one cluster in the form of monotonically increasing/decreasing functions.
Priority areas:
IT and mathematics
Language:
Russian
Akhremenko A. S., Myachin A. L., Политическая наука 2019 № 3 С. 112-139
The central focus of this paper is a methodological one. Using the set of indicators of state capacity, we demonstrate a specific strategy for identifying sustainable structures in multidimensional data sets that reflect complex and ambiguous concepts of political science. A key feature of this strategy is the application of related, but significantly different technically, ...
Added: November 19, 2019
Myachin A. L., Управление большими системами: сборник трудов 2016 № 61 С. 41-59
New algorithms of patterns analysis based on methods of ordinal-fixed and ordinal-invariant pattern clustering are developed. The definition of the proposed methods as well as the evaluation of the computational complexity is given. We provide some examples that demonstrate features of these clustering procedures and explain their operation. We also formulate and prove the theorem ...
Added: July 20, 2016
Akhremenko A. S., Myachin A. L., Политическая наука 2019 № 3 С. 112-139
The central focus of this paper is a methodological one. Using the set of indicators
of state capacity, we demonstrate a specific strategy for identifying sustainable
structures in multidimensional data sets that reflect complex and ambiguous concepts of
political science. A key feature of this strategy is the application of related, but significantly
different technically, multidimensional methods – cluster ...
Added: December 9, 2019
Prokofiev V. N., Myachin A. L., Myachina K., Проблемы управления 2021 Т. 3 С. 50-57
The indicators of regional sports development in the Russian Federation are analyzed
to find regions with a similar sports development strategy (according to the chosen methodology
and measures of closeness) and to identify dynamic groups in a four-year period. Some clustering
and pattern analysis methods are described, and their use in the study is validated. The results
obtained by ...
Added: June 29, 2021
Myachin A. L., Управление большими системами: сборник трудов 2019 № 78 С. 6-22
The work continues the research of constructing methods for analyzing
patterns in parallel coordinates independent of the sequence of input data of the
results. The basic operations on objects of ordinal-invariant pattern clusters are
described. The assertion that the centroid of an ordinal-invariant pattern cluster
belongs to the original cluster is proved, which allows one to estimate the intracluster
object ...
Added: May 9, 2019
Myachin A. L., Prokofiev V. N., Степанов А. А., Управление большими системами: сборник трудов 2021 № 92 С. 43-63
The study is devoted to the application of ordinal-fixed and ordinal-invariant pattern clustering to study the structure of the energy sector in regions of Russian Federation over a five-year period. Methods for pattern analysis in the work are due to the independence of the final results from the difference in the absolute values of indicators ...
Added: September 1, 2021
Myachin A. L., Automation and Remote Control 2019 Vol. 80 No. 1 P. 112-123
We present the basic properties of the a new pattern analysis method in parallel coordinates; results of the method do not depend on the ordering of data in the original sample of objects being analyzed. We prove that clusters obtained with this method do not overlap. We also show the possibility of representing objects of ...
Added: March 5, 2019
Myachin A. L., В кн. : Управление большими системами (УБС’2016). : М. : ИПУ РАН, 2016. С. 134-142.
В работе демонстрируются новые методы анализа паттернов на примере набора данных «Balance Scale Data Set», сгенерированных для моделирования психологических экспериментов. Анализ паттернов позволяет разделять исследуемую выборку объектов на схожие кластеры. Отличительной особенностью данного метода является возможность анализа совокупности выбранных параметров и умение объединять в один кластер объекты, существенно отличающиеся в количественном соотношении, но имеющие весьма ...
Added: March 15, 2017
Akopov A. S., Beklaryan A., Искусственные общества 2020 Т. 15 № 3 С. 1-11
This article presents a new approach to designing agent-based bounded neighbourhood models (the Schelling’s models). An original agent-based model in the AnyLogic system has been developed, which describes the segregation processes caused by the behaviour patterns of agent-individuals. There are examined various scenarios (environment characteristics) affecting the cluster structure of the spatial distribution of agents. Using the proposed bounded ...
Added: September 14, 2020
Dorofeyuk Julia, Dorofeyuk Alexander, Pokrovskaya I., / Saint Petersburg – Moscow: ICS RAS PH,. Series IFAC MIM "Preprints of 2013 IFAC Conference on Manufacturing Modelling, Management, and Control (IFAC MIM ‘2013, Saint Petersburg". 2013.
Model in the Problem of Railway Track Facilities Control ...
Added: November 18, 2013
Malyshev D., Дискретный анализ и исследование операций 2012 Т. 19 № 4 С. 66-72
Рассматривается конструктивный подход к формированию новых случаев эффективной разрешимости задачи о независимом множестве в семействе наследственных частей множества графов Free({P5,C5}). Именно, доказывается, что если эта задача полиномиально разрешима в классе Free({P5,C5,G}), то для любого графа H, который может быть индуктивно получен из G применением к текущему графу сложения с K1 или умножения на K1, эта ...
Added: August 31, 2012
Vostrikov A. V., Borisov N., Abrameshin A. E., Качество. Инновации. Образование 2013 № 8 (99) С. 61-65
In work research of numerical stability of earlier reduced scheme of numerical integration of system of the linear ordinary differential equations developed by authors is conducted. The received condition of numerical stability of the reducing scheme proves possibility of use of this scheme in practice. Operability of the reduced scheme was tested on a real ...
Added: September 9, 2013
Красноярск : ИВМ СО РАН, 2013
Труды Пятой Международной конференции «Системный анализ и информационные технологии» САИТ-2013 (19–25 сентября 2013 г., г.Красноярск, Россия): ...
Added: November 18, 2013
Bliznets Ivan, Cygan M., Komosa P. et al., ACM Transactions on Computation Theory 2018 Vol. 10 No. 2 P. 1-32
The H-free Edge Deletion problem asks, for a given graph G and integer k, whether it is possible to delete at most k edges from G to make it H-free—that is, not containing H as an induced subgraph. The H-free Edge Completion problem is defined similarly, but we add edges instead of deleting them. The study of these two problem families has recently been the subject of intensive studies from the point of ...
Added: October 30, 2018
Barcelona : IEEE, 2017
International Conference on Control, Decision and Information Technologies. ...
Added: January 17, 2018
Babash A. V., М. : ИНФРА-М, РИОР, 2013
Пособие предназначено для студентов высших учебных заведений, обучающихся по специальности «Прикладная информатика (в экономике)». Оно также содержит методический материал для ряда инновационных курсов лекций по профилю «Информационная безопасность» и может быть использовано и для блока дисциплин этого профиля. Ряд представленных результатов полезен специалистам и аспирантам, специализирующихся в указанной области. ...
Added: January 14, 2014
Yasnitsky L., Пермь : Пермский государственный национальный исследовательский университет. – Электронные данные. , 2020
The collection contains materials from the international conference "Intelligent systems in science and technology" and the Sixth all-Russian scientific and practical conference "Artificial intelligence in solving urgent social and economic problems of the XXI century", which was held on October 12-18, 2020 in Perm as part of the Perm natural science forum "Mathematics and global ...
Added: December 4, 2020
Koldanov A. P., Koldanov P., Semenov D., Журнал Новой экономической ассоциации 2021 Т. 2 № 50 С. 12-34
. The problem of analysis of pairwise connections between stocks of financial market by observations on stock returns is considered. Such problem arise in stock market network analysis. It is assumed that joint distribution of stock returns belongs to the wide class of elliptical distributions. Classical Pearson correlation, Fechner correlation and Kendall correlation are used ...
Added: June 17, 2021
Lanham : University Press of America, 2012
The history of logic and analytic philosophy in Central and Eastern Europe is still known to very few people. As an exception to the rule, only two scientific schools became internationally popular: the Vienna Circle and the Lvov-Warsaw School. Nevertheless, the countries included in this region have not only joint history, but also joint cultural ...
Added: February 13, 2013
Beklemishev L. D., Оноприенко А. А., Математический сборник 2015 Т. 206 № 9 С. 3-20
We formulate some term rewriting systems in which the number of computation steps is finite for each output, but this number cannot be bounded by a provably total computable function in Peano arithmetic PA. Thus, the termination of such systems is unprovable in PA. These systems are derived from an independent combinatorial result known as the Worm ...
Added: March 13, 2016
Furmanov K. K., Nikol'skii I. M., Computational Mathematics and Modeling 2016 Vol. 27 No. 2 P. 247-253
Added: December 22, 2016
Yasnitsky L., Ваулева С. В., Сафонова Д. Н. et al., Всероссийский криминологический журнал 2015 Т. 9 № 3 С. 423-430
Modern criminalists do not share a common opinion regarding the choice of parameters which could be used to work out a system of characteristics to differentiate a maniac killer from an ordinary person. This hinders the development of efficient software for investigation purposes. The paper describes the experience of developing a neural network that can ...
Added: October 1, 2015
Vyalyi M., Дискретная математика 1991 Т. 3 № 3 С. 35-45
Added: October 17, 2014
Пермь : Пермский государственный национальный исследовательский университет, 2020
В сборнике представлены статьи участников Всероссийской научно-практической конференции молодых ученых с международным участием «Математика и междисциплинарные исследования – 2020». На конференцию было прислано более ста статей из различных регионов России, а также из ближнего
и дальнего зарубежья. По итогам работы экспертной комиссии для публикации было отобрано шестьдесят две статьи. Каждая статья оценивалась группой экспертов в той области, которая рассматривается автором.
Представленные ...
Added: December 10, 2020