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Неточные множества для оптимизации SQL-запросов
Открытые системы. СУБД. 2014. № 10. С. 44-45.
Today’s data science and business often live apart: IT companies are mired in «burning» projects and do not have enough resources to try out new methods of data analysis. Meanwhile, these new fresh-developed methods are often too crude to be put on stream. Here we present an analytic data processing technology that is based on rough set theory approximations and is shown to be well suited for Big Data analysis.
Research target:
Computer Science
Language:
Russian
Savchenko A., Information Sciences 2019 Vol. 489 P. 18-36
The paper addresses the issue of insufficient speed of image recognition methods if the number of classes is rather large. We propose the novel algorithm based on sequential three-way decisions and a formal description of granular computing. Each image is associated with principal component scores of the high-dimensional features extracted by deep convolution neural network. ...
Added: March 20, 2019
Springer, 2021
This book constitutes the refereed proceedings of the 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021, held in Phuket, Thailand, in April 2021.*
The 67 full papers accepted for publication in these proceedings were carefully reviewed and selected from 291 submissions. The papers of the first volume are organized in the following topical ...
Added: January 14, 2021
Savchenko A., Lecture Notes in Artificial Intelligence 2017 Vol. 10314 P. 264-277
In this paper it is proposed to improve performance of the automatic speech recognition by using sequential three-way decisions. At first, the largest piecewise quasi-stationary segments are detected in the speech signal. Every segment is classified using the maximum a-posteriori (MAP) method implemented with the Kullback-Leibler minimum information discrimination principle. The three-way decisions are taken ...
Added: June 27, 2017
Samodurov V., Kitaeva M., Logvinenko S. et al., Odessa Astronomical Publications 2014 Vol. 27 No. 2 P. 75-77
From 2012 on radio telescope BSA FIAN multi beams diagram was started. It capable at July 2014 daily observing by 96 beams in declination -8 .. 42 degrees in the frequency band 109-111.5 MHz. The number of frequency bands are from 6 to 32, the time constant are from 0.1 to 0.0125 sec. In receiving ...
Added: November 25, 2014
Savchenko A., Information Sciences 2021 Vol. 560 P. 370-385
A novel image recognition algorithm based on sequential three-way decisions is introduced to speed up the inference in a convolutional neural network. In contrast to the majority of existing studies, our approach does not require a special procedure to train a neural network, and thus it can be used with arbitrary architectures including pre-trained convolutional ...
Added: February 25, 2021
Savchenko A., Knowledge-Based Systems 2016 Vol. 91 P. 252-262
The paper is focused on an application of sequential three-way decisions and granular computing to the problem of multi-class statistical recognition of the objects, which can be represented as a sequence of independent homogeneous (regular) segments. As the segmentation algorithms usually make it possible to choose the degree of homogeneity of the features in a ...
Added: December 4, 2015
NY : [б.и.], 2012
Added: October 20, 2013
М. : Отделение подготовки и выпуска официальной информации Федерального государственного бюджетного учреждения «Федеральный институт промышленной собственности» (ФИПС), 2019
Официальный бюллетень «Программы для ЭВМ. Базы данных. Топологии интегральных микросхем» содержит: сведения о государственной регистрации программы для ЭВМ; сведения о государственной регистрации базы данных; сведения о государственной регистрации топологии интегральной микросхемы, сведения об изменениях, относящихся к государственной регистрации программ для ЭВМ, баз данных и топологий интегральных микросхем. Бюллетень может содержать разделы «Официальные сообщения» и «Судебные решения о нарушении прав ...
Added: June 15, 2019
Avdoshin S. M., Pesotskaya E. Y., Информационные технологии 2016 Т. 22 № 10 С. 786-791
Today we see the great interest to the field of Software Ecosystems that have been related to products, community of developers around a product and gives the certain advantages to the platform owners and participants of the ecosystem. Mobile healthcare ecosystems – is a new trend, especially in Russia. Nonetheless many big companies see great ...
Added: October 25, 2016
Васильева Т. П., Мызникова Б. И., Rusakov S. V., Научно-технические ведомости Санкт-Петербургского государственного политехнического университета. Информатика. Телекоммуникации. Управление 2012 № 1(140) С. 73-79
Предложена модель, включающая описание двух взаимодействующих подсистем: «население» и «градообразующая база». Представлено построение матрицы вероятностей распределения потоков характеристик между отраслевыми блоками, а также матрицы вероятностей миграции населения между федеральными округами. Дана интерпретация результатов моделирования, полученных с помощью реальных статистических данных. ...
Added: March 10, 2015
Levin V., Козлов Д. Н., Банковское кредитование 2013 Т. 48 № 2 С. 15-25
Система предотвращения мошенничества (внутреннего и внешнего) мошенничества при потребительском кредитовании нацелена на выявление искажений персональных данных самими клиентами и/или с участием лиц вне банка (организованных преступных группировок, "черных(серых)" брокеров), а также для выявления фактов внутреннего мошенничества с участием сотрудников банка. Упор делается на индикаторы мошенничества, построенные на основе алгоритма нечетких совпадений. В системе предусмотрены возможности ...
Added: November 24, 2013
Ayzatullova Renata, Lyadova Lyudmila, Shalyaeva Irina, International Journal "Information Models and Analyses" 2015 Vol. 4 No. 2 P. 122-141
Abstract: An approach to reengineering business processes through the integration of the domain specific modeling platform and Process Mining tools is described. An analysis of the existing approaches to business processes improvement is presented and restrictions are shown. The Process Mining methods are related to business process reengineering stages and tasks. Comparative analysis of Process ...
Added: January 23, 2016
Konstantinov A. V., Kaminskaya A. Y., Ignatov D. I., Открытые системы. СУБД 2013 № 1 С. 36-39
Число успешных краудсорсинговых проектов растет, сообщества их эк- спертов генерируют все больше данных, и для понимания происходя- щих в коллаборативных платформах процессов требуются новые методы анализа. ...
Added: October 10, 2013
Vnukov A., М. : Издательство РУДН, 2008
В пособии рассматриваются теория и практика обеспечения информационной безопасности в кредитно–финансовой сфере России, нормативная база по использованию в кредитно-финансовой сфере России российских сертифицированных средств защиты информации, концепция безопасности коммерческого банка, объекты защиты коммерческого банка, единый подход к защите информации в финансовой сфере. Получению детальных сведений о состоянии информационной системы, проверки имеющихся элементов защиты информации, разработки ...
Added: July 21, 2014
Fuad Aleskerov, Demin S., Shvydun S., SN Computer Science 2020 Vol. 1 No. 2 Article 68
The paper examines the choice problem when the total number of observations and criteria is too large. There are many different procedures, which are used for decision-making process under multiple criteria; however, most of them cannot be applied to large datasets due to their computational complexity while others provide sufficient accuracy. To solve the problem, ...
Added: February 20, 2020
НИЯУ МИФИ, 2016
In 2016 the International Conference “Data Analytics and Management in Data Intensive
Domains” (DAMDID/RCDL’2016) was held on October 11 – 14 in the Holiday Center, Ershovo
(Moscow region).
By tradition the “Data Analytics and Management in Data Intensive Domains” conference
(DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various
domains of science and research, promoting ...
Added: January 26, 2017
Guimarães R. R., Passos L., Filho R. H. et al., IEEE Network 2019 Vol. 33 No. 2 P. 126-131
Distinguishing outliers from normal data in wireless sensor networks has been a big challenge in the anomaly detection domain, mostly due to the nature of the anomalies, such as software or hardware failures, reading errors or malicious attacks, just to name a few. In this article, we introduce an anomaly detection-based OPF classifier in the ...
Added: December 19, 2018
Akopov A. S., Beklaryan L. A., Saghatelyan A. K., Environmental Modelling and Software 2019 Vol. 116 P. 7-25
Urban greenery such as trees can effectively reduce air pollution in a natural and eco-friendly way. However, how to spatially locate and arrange greenery in an optimal way remains as a challenging task. We developed an agent-based model of air pollution dynamics to support the optimal allocation and configuration of tree clusters in a city. The Pareto ...
Added: February 24, 2019
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
Baranov P., Системы высокой доступности 2014 № 4 С. 94-98
During creation of a centralized identity management IT-service the IT-project's management division faces necessity of making a number of decisions that influence the project as a whole and could be crucial for its overall success. These decisions include: automation processes' selection (creation, modification, removal of user identities, user rights' reconciliation), managed IT-systems' user rights role ...
Added: February 11, 2015
NY : IEEE Computer Society, 2018
WF-IoT 2018, the 4th IEEE World Forum on Internet of Things, is the premier IEEE Forum for the Internet of Things. It is where conference attendees, from around the globe - including research institutes, academia, industry and the public sector -- share their knowledge, expertise and experiences about IoT technologies, applications, economic impacts, and social ...
Added: February 14, 2018
Пермь : Пермский государственный национальный исследовательский университет, 2018
В сборник включены статьи, относящиеся к следующим направлениям научной работы: моделирование и анализ процессов и систем; разработка, анализ и тестирование программных систем, методы и инструментальные средства разработки программных систем.
Представлены результаты выполнения проектов, поддержанных грантами РФФИ (проекты № 18-01-00359, № 18-37-00070) и научного фонда НИУ ВШЭ (проект № 17-05-0020).
Материалы сборника могут представлять интерес для научных работников, специалистов ...
Added: December 16, 2018
Institute of Physics Publishing, 2017
Preface
The International Conference «Information Technologies in Business and Industry» 2016 (ITBI2016) was held in Tomsk Polytechnic University, Tomsk. Russia on September 21-23, 2016.
The Conference also provides an interdisciplinary forum for researchers, practitioners and scholars to present and discuss the most recent innovations and developments in the field of new information technologies and modeling methods, techniques and technologies ...
Added: September 7, 2019
L. : IEEE, 2016
IntelliSys 2016 conference will focus on areas of intelligent systems and artificial intelligence and how it applies to the real world. It is an opportunity for researchers in this field to meet and discuss solutions, scientific results, and methods in solving important problems in this field. Conference Topics include, but are not limited to: Artificial ...
Added: February 25, 2017