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Big Data Refining on the Base of Cognitive Modeling
IFAC-PapersOnLine. 2016. Vol. 49. No. 32. P. 147-152.
Avdeeva Z., Raikov A., Ermakov A.
In conditions of rapid external changes the requirement to quality of control of purposeful development of complex system (states, regions, corporations etc.) dramatically increases. Automation support of the key stages of decision making process is one of the ways to cope with the challenges. This paper focuses on the approach based on the Big Data Refining during cognitive modeling that proves the correctness of modeling and decision-making. The approach uses the requests to the Big Data for cognitive model components verification. The requests are created by intelligent agents with feedback from decision makers. Some practical results confirm the adequacy of the proposed approach.
Language:
English
Assiciation of Information Systems Electronic Library (AISel), 2017
International Conference on Information Systems (ICIS) is the major annual meeting of the Association for Information Systems (AIS) , which has over 4,000 members representing universities in over 95 countries worldwide. It is the most prestigious gathering of academics and practitioners in the IS discipline, and provides a forum for networking and sharing of latest ...
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Секвенирование человеческого генома началось в 1994 году. Понадобилось 10 лет работы многих научных коллективов для того, чтобы получить черновую последовательность ДНК человека. Современные технологии секвенирования позволяют получать геном конкретного человека за несколько дней. Обсуждаются успехи современной биоинформатики, связанные с появлением высокопроизводительных платформ секвенирования, которые не только способствовали расширению возможностей различных направлений биологии и других смежных ...
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Proceedings of the Russian-French Workshop in Big Data and Applications. October 12–13, 2017, Moscow
M. : Higher School of Economics Publishing House, 2018
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Polyakov I. V., Chepovskiy A., Chepovskiy A., Фундаментальная и прикладная математика 2016 Т. 21 № 4 С. 125-132
В статье рассматриваются методы сжатия данных для хранения графов больших размеров. Предлагаются алгоритмы препроцессинга графа специальной структуры для повышения плотности записи данных и повышения эффективности выполнения базовых операций с графами. ...
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Chepovskiy A., Орлов А. О., Вестник Новосибирского государственного университета. Серия: Информационные технологии 2017 Т. 15 № 3 С. 64-73
One of the tasks related to the study of the of complex networks is the task of revealing communities structure – splitting all vertices into groups (communities), so that the vertices of each group are more closely related to each other than to the rest of the graph. A popular algorithm for detecting communities is ...
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Isaev E., Tarasov P. A., Odessa Astronomical Publications 2014 Vol. 27 No. 2 P. 72-73
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Golov N., Rönnbäck L., Computer Standards and Interfaces 2017 Vol. 54 No. P2 P. 86-93
High performance querying and ad-hoc querying are commonly viewed as mutually exclusive goals in massively parallel processing databases. Furthermore, there is a contradiction between ease of extending the data model and ease of analysis. The modern 'Data Lake' approach, promises extreme ease of adding new data to a data model, however it is prone to ...
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CEUR Workshop Proceedings, 2018
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CEUR Workshop Proceedings, 2019
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Springer, 2014
To large organizations, business intelligence (BI) promises the capability of collecting and analyzing internal and external data to generate knowledge and value, thus providing decision support at the strategic, tactical, and operational levels. BI is now impacted by the “Big Data” phenomena and the evolution of society and users. In particular, BI applications must cope ...
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van der Aalst W., Distributed and Parallel Databases 2013 Vol. 31 No. 4 P. 471-507
The practical relevance of process mining is increasing as more and more event data become available. Process mining techniques aim to discover, monitor and improve real processes by extracting knowledge from event logs. The two most prominent process mining tasks are: (i) process discovery: learning a process model from example behavior recorded in an event ...
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Netherlands : Springer, 2016
This book aims to identify promising future developmental opportunities and applications for Tech Mining. Specifically, the enclosed contributions will pursue three converging themes:
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The multiple methods that are able to treat this data effectively and incorporate means to tap into human expertise ...
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М. : ЗАО "Открытые системы", 2013
Россия, как и весь мир, вступила в новый, постиндустриальный период развития национальной экономики, когда ключевым фактором успеха для многих ее отраслей становится возможность эффективно обрабатывать огромные массивы и потоки информации. Финансы, транспорт, связь, торговля, туризм, здравоохранение и другие области уже не могут существовать без высокоуровневой информатизации, предприятия порождают и потребляют огромные объемы данных, и их ...
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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).
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(DAMDID) is planned as a multidisciplinary forum of researchers and practitioners from various
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Vikentyeva O., Deryabin A. I., Shestakova L. V. et al., Вестник Московского государственного строительного университета 2017 Т. 12 № 10 С. 1191-1201
Subject: smart house maintenance requires taking into account a number of factors - resource conservation, mitigating working expenditures, safety enhancement, ensuring comfort of leisure and operation. Automation of such engineering systems networks as illumination, climate control, security and communication, may be achieved through utilization of contemporary technologies (e.g. IoT – Internet of Things). However, storing ...
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Lanin V., International Journal "Information Technologies & Knowledge" 2015 Vol. 9 No. 3 P. 247-258
This work presents an approach based on unstructured information retrieving from electronic documents to design and organize information system functioning. Document processing is based on semantic indexing and additional meta-information including. Document model allows formalize intelligent document processing algorithms and integrate documents containing ontological resources.
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Amsterdam : Elsevier, 2015
Welcome to the Third International Conference on Information Technology and Quantitative Management (ITQM 2015), July 21-24, 2015, Rio De Janeiro, Brazil. The theme of ITQM 2015 is "Exploring Data Science in IT and Quantitative Management". ITQM 2015 is organized by International Academy of Information Technology and Quantitative Management (IAITQM) and Ibmec/RJ, Brazil. ...
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IEEE, 2020
The IEEE BigData conference series is sponsored by the IEEE Computer Society and attracts high-quality original research papers on various aspects of big data. This year, we received 535 full paper submissions from 2049 authors and co-authors of 58 countries. After a rigorous peer review process undertaken by the program committee members, 84 regular papers ...
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Golubtsov P., Automatic Documentation and Mathematical Linguistics 2018 Vol. 52 No. 4 P. 203-213
The procedure of transition from a priori to a posteriori information for a linear experiment in the context of Big Data systems is considered. At first glance, this process is fundamentally sequential, namely: as a result of observation, a priori information is transformed into a posteriori information, which is later interpreted as a priori for ...
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Лукиных Н. В., Lyadova L. N., / Объединенный фонд электронных ресурсов «Наука и образование». Серия.31569113.00004-02 99 01 "Библиотека РТО". 2008.
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Пермь : Пермский государственный национальный исследовательский университет, 2018
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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 ...
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