发布求助
文献互助 智能选刊 最新文献

2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)最新文献

筛选
英文 中文
The Development of the Cyberphysical System Concept on Base of the Interdisciplinary Theories 基于跨学科理论的信息物理系统概念的发展
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239213
V. Volkova, G. Gorelova, N. Pankratova
{"title":"The Development of the Cyberphysical System Concept on Base of the Interdisciplinary Theories","authors":"V. Volkova, G. Gorelova, N. Pankratova","doi":"10.1109/SAIC51296.2020.9239213","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239213","url":null,"abstract":"The analysis of the concept for the cyberphysical system (CPS) and the possibilities of its development are presented. CPS, consisting of physical models in the form of complex technical objects (CTO) and computational models, combined into a single logical information-communication environment, is considered. The main principle of CPS is a deep relationship between their physical and computational elements. The “brain” of the system in the form of artificial intelligence and other technologies receives the data from sensors in the real world, analyzes this data and uses it for further control of physical elements. The toolkit of guaranteed functioning of the CTO implements the proposed concept and strategy of solving the problem of ensuring the survivability of the functioning of the CTO under the influence of destabilizing risk factors and uncertainties of various natures. Proposed concept is carried out on the basis of methods and models of interdisciplinary scientific directions.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126801878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Effectiveness of Targeting Informational Technology Application 针对性信息技术应用的有效性
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239154
O. Barabash, H. Shevchenko, N. Dakhno, Y. Kravchenko, Leshchenko Olga
{"title":"Effectiveness of Targeting Informational Technology Application","authors":"O. Barabash, H. Shevchenko, N. Dakhno, Y. Kravchenko, Leshchenko Olga","doi":"10.1109/SAIC51296.2020.9239154","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239154","url":null,"abstract":"New principles and approaches to evaluating the effectiveness of the targeting strategy are considered, based on a comparison of the quality of the decisions made by the company depending on specific tasks.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"296 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124239754","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
Asynchronous On-Line Float-Point Computations in Systems with Direct Connections between Computation Units 计算单元间直接连接系统中的异步联机浮点计算
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239188
V. Zhabin, V. Zhabina, O. Verba
{"title":"Asynchronous On-Line Float-Point Computations in Systems with Direct Connections between Computation Units","authors":"V. Zhabin, V. Zhabina, O. Verba","doi":"10.1109/SAIC51296.2020.9239188","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239188","url":null,"abstract":"Computing systems, where computation units are directly connected in accordance with a data flow graph, are considered. In the computation units operations are executed in redundant symmetrical number system. It allows to overlap digit-by-digit input of operands, their processing and digit-by-digit output that starts from their high digits. A generated result digit does not need further correction and can be used as an operand digit on the next step of computation in other units. It enables to perform sequences of operations connected by means of data in concurrency mode at the level of operand digit processing. There is proposed an algorithm and architecture of a computation unit that enables to perform operations with the floating-point numbers in on-line mode with asynchronous data transmission between units. It enables to expand the range of processed data as well as to accelerate their processing. It is shown that digit-by-digit data processing gives an opportunity to reduce the required number of internal connections between the computation units, as well as of the chip pins. Due to the above mentioned, there is a potential possibility to place systems that require more hardware resources at one chip. It increases the reliability of systems and accelerates data processing.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"47 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120921831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Hybrid GMDH-Neo-fuzzy Neural Network in Forecasting Problems in Financial Sphere 混合gmdh -新模糊神经网络在金融领域预测问题中的应用
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239152
Yevgeniy V. Bodyanskiy, O. Boiko, Y. Zaychenko, Galib Hamidov, A. Zelikman
{"title":"The Hybrid GMDH-Neo-fuzzy Neural Network in Forecasting Problems in Financial Sphere","authors":"Yevgeniy V. Bodyanskiy, O. Boiko, Y. Zaychenko, Galib Hamidov, A. Zelikman","doi":"10.1109/SAIC51296.2020.9239152","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239152","url":null,"abstract":"The hybrid evolving GMDH-neo-fuzzy system was suggested and investigated. The application of GMDH based on self-organization principle enables to build optimal structure of neo-fuzzy system and train weights of neural network in one procedure. The suggested approach allows to prevent the drawbacks of deep learning such as vanishing or exploding of gradient. As a node of neo-fuzzy system neo-fuzzy neuron with small number of tunable parameters is suggested. This enables to cut training time and accelerate convergence of training. The experimental studies of hybrid neo-fuzzy network were carried out in the task of forecasting of industrial output index, share prices and NASDAQ index. The forecasting efficiency of the suggested hybrid neo-fuzzy system in macro-economy and financial sphere was estimated and its sensitivity to variation of tuning parameters was investigated.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133993320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Greenhouse Gas Emission Determination Based on the Pseudo-Base Matrix Method for Environmental Pollution Quotas Between Countries Allocation Problem 基于伪基矩阵法的国家间环境污染配额分配问题的温室气体排放确定
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239125
H. Hnatiienko, V. Kudin, Andriy Onyshchenko, Vitaliy Snytyuk, Alexander Kruhlov
{"title":"Greenhouse Gas Emission Determination Based on the Pseudo-Base Matrix Method for Environmental Pollution Quotas Between Countries Allocation Problem","authors":"H. Hnatiienko, V. Kudin, Andriy Onyshchenko, Vitaliy Snytyuk, Alexander Kruhlov","doi":"10.1109/SAIC51296.2020.9239125","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239125","url":null,"abstract":"Solving long-term planning problems using ecology-economic Leontief-Ford model, while taking environmental protection costs value into account. On this model basis, the task of taking into account greenhouse gas emission allowances is set through quota volume vector-column components forming strategy. Processing expert information methods for its resolution are suggested. The decision-making variant using fuzzy sets mathematical apparatus for more justified proposals formulation is considered. Since described weight coefficients determination method is computationally complex, it is proposed to apply pseudo-basic matrix method, which significantly reduces calculation time. The proposed algorithms are implemented without need for recalculation in case if original constraint matrix systems changes.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134365787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
A Fuzzy Logic Based Approach to E-tourist Attractiveness Assessment 基于模糊逻辑的电子旅游吸引力评价方法
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239184
A. Kutsenko, S. Kovalenko, S. Kovalenko, Leonid Kashcheiev, O. Mikhnova, Igor Chaly
{"title":"A Fuzzy Logic Based Approach to E-tourist Attractiveness Assessment","authors":"A. Kutsenko, S. Kovalenko, S. Kovalenko, Leonid Kashcheiev, O. Mikhnova, Igor Chaly","doi":"10.1109/SAIC51296.2020.9239184","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239184","url":null,"abstract":"Based on a fuzzy inference system, an approach for calculating the e-tourist attractiveness of the country as a tourist destination is proposed. We define here e-tourism attractiveness as the opinion of a tourist, formed on the basis of data obtained from various sources posted on the web. Assessment is based on publicly available data about the country, collected from travel and tourist websites. To collect the input data, an automated system for website scraping and data parsing is developed. For more effective data processing by experts, a hierarchical system is built. At the upper level, the inputs are fuzzified and aggregated into complex indicators of transport, tourism and entertainment infrastructure using the union of fuzzy sets. At the lower level, Mamdani fuzzy inference is carried out using the rule base developed by experts in travel and tourism domain. The fuzzy rule base simplification and reduction is carried out. To check the adequacy of simplification, the values of the output parameters are calculated using the simplified and initial rule bases. An analysis of the results is carried out, the levels of e-tourist attractiveness for a number of countries is determined. These values can be used as quantitative indicators of the competitiveness of countries in the global e-travel and tourism market.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116874189","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ANFIS Based Detecting of Signal Disturbances in Audio Frequency Track Circuits 基于ANFIS的音频轨道电路信号干扰检测
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239127
V. Havryliuk
{"title":"ANFIS Based Detecting of Signal Disturbances in Audio Frequency Track Circuits","authors":"V. Havryliuk","doi":"10.1109/SAIC51296.2020.9239127","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239127","url":null,"abstract":"The problem considered in the work is concerned to monitoring of signal disturbances occurred in the audio frequency track circuits (AFTC). Track circuits are designed to detect the presence or absence of a train in a particular section of the rail track, and therefore, they are main and safety critical components of an automatic train control systems. Deterioration of the AFTC components appeared during their operation, as well as electromagnetic interference and adverse weather conditions can significantly change the signal current parameters, which can lead to dangerous situations for train movement. To ensure safety of railway signalling system, it is necessary to use an automatic diagnostic system that allows timely detection of appearance of significant disturbances in AFTC signal. The use for this purpose the classifiers with sharp boundaries for input diagnostic parameters and strict rules for signal classification does not allows to reveal incipient defects that arise in the ALSN system. The work investigates the effectiveness of using adaptive neuro-fuzzy inference system (ANFIS) and wavelet packet energy Shannon entropy (WPESE) for timely detecting of signal disturbances in audio frequency track circuits. The obtained results confirmed the efficiency of AFTC signal processing using ANFIS and WPESE for detecting of railway sections with unstable or faulty track circuits operation.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130805064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Modified Version of Solows Economic Growth Model with Successive Using Composite S-Curves for Technological Progress Implementation 技术进步实现的索洛斯连续复合s曲线经济增长模型修正版
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239116
A. Lopatin
{"title":"A Modified Version of Solows Economic Growth Model with Successive Using Composite S-Curves for Technological Progress Implementation","authors":"A. Lopatin","doi":"10.1109/SAIC51296.2020.9239116","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239116","url":null,"abstract":"This article generalzes the fundamental model of the theory of economic growth: the Solow-Swan model by introducing an S-curve production function into a discrete model with a Cobb-Douglas production function. In the present work, we obtained the results concerning a new model of technological progress implementation with the consistent use of S-curves (composite S-curves).","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"5 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131717711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Concept-Monadic Model of Technological Environment of Programming 编程技术环境的概念一元模型
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/SAIC51296.2020.9239204
I. Redko, P. Yahanov, M. Zylevich
{"title":"Concept-Monadic Model of Technological Environment of Programming","authors":"I. Redko, P. Yahanov, M. Zylevich","doi":"10.1109/SAIC51296.2020.9239204","DOIUrl":"https://doi.org/10.1109/SAIC51296.2020.9239204","url":null,"abstract":"In this paper, the principles of an adaptive technological programming environment based on an intersubjective paradigm are developed. For this purpose, the understanding of programming is adequately enriched by introducing conceptual logical structures. This allows you to move away from the general concept of programming as a subject-defined activity and to lay the foundations for its technologization.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"192 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123384252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Foresight COVID-19: Impact on Economy and Society – European Context 展望COVID-19:对经济和社会的影响-欧洲背景
2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC) Pub Date : 2020-10-05 DOI: 10.1109/saic51296.2020.9239211
M. Zgurovsky, K. Yefremov, M. Perestyuk, V. Putrenko, I. Pyshnograiev
{"title":"Foresight COVID-19: Impact on Economy and Society – European Context","authors":"M. Zgurovsky, K. Yefremov, M. Perestyuk, V. Putrenko, I. Pyshnograiev","doi":"10.1109/saic51296.2020.9239211","DOIUrl":"https://doi.org/10.1109/saic51296.2020.9239211","url":null,"abstract":"The analysis and study of the features of the spread of the COVID-19 coronavirus pandemic in European countries are performed. The study is based on the territorial unevenness of the localization of the disease, the increased walking and driving mobility of people, the decreased level of social discipline of the population of different countries and other factors. The regularities of the cyclical occurrence of pandemics of infectious diseases were studied using the cases of swine flu, Ebola and COVID-19 (which occurred over the past 12 years) and their impact on the development of the world economy and global society. The negative consequences of the impact of the COVID-19 pandemic on the global economy and international business are analyzed.","PeriodicalId":208407,"journal":{"name":"2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114301868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信