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2015 XVIII International Conference on Soft Computing and Measurements (SCM)最新文献

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Comparison of analog and numerical chaotic system simulation 模拟与数值混沌系统仿真的比较
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190417
T. Karimov, D. Butusov, A. Karimov
This paper is devoted to the comparison of the numerically simulated Chua's circuit and the real circuit. The aim of the research was to figure out the factors affecting the computer simulation accuracy, and to find the ways to improve it. It was discovered that the most influence is exerted by an inaccuracy of the nonlinear Chua's diode characteristic measurement, a numerical integration method used for simulation and the operational amplifier properties. A possibility of an analog circuit application as a source of an accurate signal in order to find the most appropriate numerical method for the chaotic systems simulation is shown.
本文对数值模拟的蔡氏电路与实际电路进行了比较。研究的目的是找出影响计算机仿真精度的因素,并找出提高计算机仿真精度的方法。研究发现,非线性蔡氏二极管特性测量的不准确性、模拟采用的数值积分法和运算放大器的性能是影响蔡氏二极管性能的主要因素。为了找到最适合混沌系统仿真的数值方法,给出了将模拟电路作为精确信号源的可能性。
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引用次数: 7
Mathematical logic models for decision support systems in the case of incomplete information 不完全信息情况下决策支持系统的数学逻辑模型
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190461
A. S. Baliuk, A. Gaidukov, N. A. Peryazev, Yulia V. Peryazeva
The notion of multi-algebra is introduced for mathematical modelling of systems in the case of incomplete information. The first-order logic with countable interpretations are used to investigate multi-algebras.
在不完全信息情况下,引入多代数的概念对系统进行数学建模。用可数解释的一阶逻辑研究多重代数。
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引用次数: 3
Assessing parallel algorithms 评估并行算法
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190460
Yu. M. Baskakov, I. Golubev
Various existing performance metrics within the parallel systems domain are analyzed. These include the different flavors of speedup, efficiency, and isoefficiency. Execution time still remains the most widely used metric. A new method to automatically estimate algorithmic cost is provided.
分析了并行系统领域内的各种现有性能指标。其中包括不同风格的加速、效率和等效率。执行时间仍然是最广泛使用的指标。提出了一种自动估计算法代价的新方法。
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引用次数: 0
Statistical analysis of the electrophysiological parameters of motor response to nerve stimulation 神经刺激下运动反应电生理参数的统计分析
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190397
O. Markelov, N. Pyko, S. A. Pyko, A. I. Ryabinina, Yu D. Uljanitsky, A. V. Klimkin, V. Komantsev
The stress tests are used to reduce the influence of individual characteristics of the subjects on the quality of functional diagnostics of the condition of various body systems. The aim of the study was to develop methods and software for quantitative estimation of parameters of the motor response in children during tourniquet test. The quantitative characteristics of motor response for healthy children and children with inflammatory polyneuropathy was compared. Statistical analysis revealed significant differences (p <; 0.05) of some quantitative parameters of the motor response, characterizing its form and time indicators in normal and inflammatory polyneuropathy. The evaluation of these indicators is useful in diagnostics of functional condition of the neuromuscular system.
压力测试用于减少受试者的个体特征对各种身体系统状况的功能诊断质量的影响。本研究的目的是开发定量估计止血带试验中儿童运动反应参数的方法和软件。比较了健康儿童和炎性多神经病变儿童运动反应的定量特征。统计学分析显示差异有统计学意义(p <;0.05)运动反应的一些定量参数,表征其在正常和炎症性多发性神经病中的形式和时间指标。这些指标的评价对神经肌肉系统功能状况的诊断是有用的。
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引用次数: 1
Complex technical systems models 复杂技术系统模型
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190423
Alexandr A. Lyamkin, G. Belskii
In this article different types of models used initially in complex technical systems designing are described, and examples of their definition using object-attributive language are given.
本文描述了复杂技术系统设计中最初使用的不同类型的模型,并给出了使用对象-属性语言定义模型的例子。
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引用次数: 1
Bioassay system based on paramecium caudatum thermotaxis test-reaction for aquatic toxicity control 基于尾草履虫热致性试验-反应的水生毒性控制生物测定系统
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190477
Y. Filatov, T. Kustov, A. N. Velichko, I. Zakharov
In the article on the basis of soft measurements concept are described the elements of microbioassay system based on infusorians thermotaxis test reaction: generating test reaction scheme, bioassay factors affecting test reaction, the reaction control system, a computer program for processing digital video, informative parameters.
本文在软测量概念的基础上,阐述了基于滴虫热致性试验反应的微生物测定系统的组成:试验反应方案的生成、影响试验反应的生物测定因素、反应控制系统、处理数字视频的计算机程序、信息参数。
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引用次数: 1
Modeling of system for resolver signals logarithmic differentiation 解析器信号对数微分系统的建模
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190411
D. Samokhvalov, Fedor Statsenko
Modeling of numerical differentiation of position sensor signals is carried out. Formulas with variable number of terms of series are compared. Accuracy ranking for each equation is done.
对位置传感器信号的数值微分进行了建模。对级数项数变的公式进行了比较。对每个方程进行精度排序。
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引用次数: 1
Abnormal traffic detection in networks of the Internet of things based on fuzzy logical inference 基于模糊逻辑推理的物联网网络异常流量检测
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190394
S. Ageev, Yan Kopchak, Igor Kotenko, I. Saenko
The paper proposes a traffic anomaly detection technique which could be implemented in networks of the Internet of things. It is based on using fuzzy logical inference applied to the stationary Poisson or self-similar traffic peculiar to networks of the Internet of things. The algorithms of the modified stochastic approximation and "sliding window", included in the traffic anomaly detection technique, are suggested. Results of an experimental assessment of the technique are discussed.
提出了一种可在物联网网络中实现的流量异常检测技术。它是基于应用于物联网网络特有的平稳泊松或自相似流量的模糊逻辑推理。提出了交通异常检测技术中的改进随机逼近和“滑动窗口”算法。讨论了该技术的实验评估结果。
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引用次数: 20
Genetic algorithm to the formation of the optimal structure of fuzzy neural network 采用遗传算法形成模糊神经网络的最优结构
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190438
E. S. Filatova, D. Filatov, A. D. Stotskaia
Application of genetic algorithm to the formation of the optimal structure of fuzzy neural networks used in the short-term forecasting of power consumption is presented.
将遗传算法应用于模糊神经网络的最优结构的形成,并应用于电力短期预测。
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引用次数: 3
Preparation of distributed heterogeneous data for data mining 为数据挖掘准备分布式异构数据
Pub Date : 2015-05-19 DOI: 10.1109/SCM.2015.7190457
Svetlana Batasova, M. Efimova, I. Kholod, A. Semenchenko
This paper describes an approach of data preparation for a data mining algorithms application. The approach integrates ETL tools for distributed heterogeneous data extraction and transformation and the DXelopes library for a data mining algorithms application. The paper also describes the implementation of this approach.
本文描述了一种数据挖掘算法应用中的数据准备方法。该方法集成了用于分布式异构数据提取和转换的ETL工具和用于数据挖掘算法应用程序的DXelopes库。文中还介绍了该方法的实现。
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引用次数: 2
期刊
2015 XVIII International Conference on Soft Computing and Measurements (SCM)
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