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2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)最新文献

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Reconfigurable router using RLBS algorithm 使用RLBS算法的可重构路由器
Dhanya Oommen, C. Pradeep
Multiprocessor System-On-Chips (MPSoCs) is an emerging technology. They provide support to the design complexity of embedded systems. MPSoCs will combine several types of processor cores and data memory units of widely different sizes, leading to a very heterogeneous architecture. As the feature size is continuously decreasing and integration density is increasing, interconnections have become a dominating factor in determining the overall quality of a chip. Network on Chip (NoC) is a new paradigm to make the interconnections inside a System on Chip (SoC) system. In traditional solutions interconnections are realized using a bus structure. Due to the limited scalability of system bus, it cannot meet the requirement of current System-on-Chip (SoC) implementations. Bus starts to be narrow and in the worst case it begins to block traffic. In NoC technology the bus structure is replaced with a network which is similar to the Internet. Nowadays NoCs are a well established research topic and several implementations have been proposed. Some techniques are proposed to improve NoC performance in terms of latency and throughput while others are proposed to improve area utilization and power consumption. An important research in NoC design is the trade off between area/power and performance. In order to improve performance some techniques tend to increase the number of buffers, this method increases area and power consumption. This paper introduces new router architecture called the Reconfigurable router, which improves the performance of the overall network using the same amount of available buffers but in more efficient way. Therefore there is no need to increase the size of which cause high power consumption, area overheads, and complex logic.
多处理器片上系统(mpsoc)是一项新兴技术。它们为嵌入式系统的设计复杂性提供了支持。mpsoc将结合多种类型的处理器内核和大小各异的数据存储单元,从而形成非常异构的体系结构。随着特征尺寸的不断减小和集成密度的不断提高,互连性已成为决定芯片整体质量的主要因素。片上网络(NoC)是实现片上系统(SoC)内部互连的一种新模式。在传统解决方案中,互连是使用总线结构实现的。由于系统总线的可扩展性有限,无法满足当前SoC (system -on- chip)实现的要求。公共汽车开始变得狭窄,在最坏的情况下,它开始阻塞交通。在NoC技术中,总线结构被类似于Internet的网络所取代。目前,noc是一个成熟的研究课题,并提出了几种实现方案。提出了一些技术来提高NoC在延迟和吞吐量方面的性能,而提出了其他技术来提高面积利用率和功耗。NoC设计中的一个重要研究是面积/功率与性能之间的权衡。为了提高性能,一些技术倾向于增加缓冲区的数量,这种方法增加了面积和功耗。本文介绍了一种新的路由器架构,称为可重构路由器,它在使用相同数量的可用缓冲区的情况下,以更有效的方式提高了整个网络的性能。因此不需要增加尺寸,从而导致高功耗、面积开销和复杂的逻辑。
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引用次数: 0
Using domain specific generated rules for automatic ontology population 使用特定领域生成的规则自动填充本体
C. Faria, R. Girardi, P. Novais
This article proposes a process for automatic population of ontologies from text that applies natural language processing and information extraction techniques to acquire and classify ontology instances. The work is part of HERMES, an FCT/CAPES research project looking for techniques and tools for automating the process of ontology learning and population. Two experiments using a legal and a tourism corpora were conducted in order to evaluate it. The results indicate that our approach can extract and classify instances with high effectiveness with the additional advantage of domain independence.
本文提出了一种应用自然语言处理和信息提取技术对本体实例进行获取和分类的文本本体自动填充过程。这项工作是HERMES的一部分,HERMES是一个FCT/CAPES研究项目,旨在寻找本体学习和人口过程自动化的技术和工具。使用法律语料库和旅游语料库进行了两个实验,以评估它。结果表明,该方法能够高效地提取和分类实例,并具有领域独立性的优势。
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引用次数: 8
Industrial applications of Linguistic Geometry 语言几何的工业应用
Oleg Umanskiy, R. Boyd, V. Pugachev, L. Hagen, V. Yakhnis, B. Stilman
This paper describes LG-PACKAGE, a set of the Linguistic Geometry (LG) tools. LG is a type of game theory that is scalable to the level of the real world defense systems. The LG applications generate best strategies for all sides in a conflict in real time. We consider the main advanced features of the versions of LG-PACKAGE released gradually from 2004 through 2012. These releases converted LG-PACKAGE into the software of industrial strength applicable to the wide range of defense systems. The US and British defense agencies and the world major defense contractors utilize these tools.
本文介绍了一套语言几何工具——语言几何包。LG是一种可扩展到现实世界防御系统水平的博弈论。LG应用程序实时为冲突各方生成最佳策略。我们考虑了从2004年到2012年逐步发布的LG-PACKAGE版本的主要高级功能。这些版本将LG-PACKAGE转换为工业强度的软件,适用于广泛的防御系统。美国和英国的国防机构以及世界主要的国防承包商都在使用这些工具。
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引用次数: 1
Empirical prediction of packet transmission efficiency in bio-inspired Wireless Sensor Networks 仿生无线传感器网络中数据包传输效率的经验预测
Ahmed F. Abdelzaher, Bhanu K. Kamapantula, P. Ghosh, Sajal K. Das
Biological networks (specifically, genetic regulatory networks) exhibit an optimized sparse topology and are known to be robust to various external perturbations. We have earlier utilized such networks, particularly, the gene regulatory network of E. coli, for constructing smart communication structures in bio-inspired Wireless Sensor Networks (WSNs) having high packet transmission efficiency. In this paper, we present machine learning approaches to relate the graph topology based characteristics of such bio-inspired WSNs to their network-level robustness in terms of average packet transmission efficiency. In particular, we generate a support vector regression model using the graph metric features as input data. The model predicts the percentage of packets received by the highest degree sink node and a theoretical estimate for the overall network robustness.
生物网络(特别是遗传调控网络)表现出优化的稀疏拓扑结构,并且已知对各种外部扰动具有鲁棒性。我们之前已经利用这种网络,特别是大肠杆菌的基因调控网络,在具有高分组传输效率的生物启发无线传感器网络(WSNs)中构建智能通信结构。在本文中,我们提出了机器学习方法,将这种生物启发wsn的基于图拓扑的特征与它们在平均数据包传输效率方面的网络级鲁棒性联系起来。特别地,我们使用图度量特征作为输入数据生成支持向量回归模型。该模型预测了最高度汇聚节点接收数据包的百分比,并对整个网络的鲁棒性进行了理论估计。
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引用次数: 6
Source number estimation in shallow ocean by acoustic vector sensor array using Gerschgorin disks 基于Gerschgorin磁盘的声矢量传感器阵列估计浅海声源数
N. S. Kumar, G. V. Anand, S. Roul, Dibu John Philip
Accurate estimation of the number of sources plays a crucial role in the source localization and direction-of-arrival estimation problems. In several applications like coastal surveillance and harbour defence, source number estimation has to be performed in a shallow ocean environment. In this paper, the Gerschgorin disk estimator (GDE) method of source number estimation in an unbounded medium is extended for operation in a shallow oceanic waveguide. Classical methods of source number estimation such as Akaike information criterion (AIC) and minimum description length (MDL) require (1) good estimates of the eigenvalues of the spectral correlation matrix, and (2) the assumption of white Gaussian noise to be valid. The GDE method does not suffer from these limitations. A theoretical formulation of the GDE method in a shallow ocean is presented in this paper for acoustic vector sensor (AVS) and acoustic pressure sensor (APS) arrays. Simulation results are then presented to illustrate the advantages of the GDE method and the superior performance of the AVS array in a shallow ocean environment.
源数的准确估计在源定位和到达方向估计问题中起着至关重要的作用。在海岸监视和港口防御等应用中,源数估计必须在浅海环境中进行。本文将无界介质中估计源数的格schgorin盘估计方法推广到浅海波导中。经典的信源数估计方法如赤池信息准则(AIC)和最小描述长度(MDL)要求:(1)谱相关矩阵的特征值估计良好;(2)高斯白噪声假设有效。GDE方法没有这些限制。本文提出了一种浅海声矢量传感器(AVS)和声压传感器(APS)阵列GDE方法的理论公式。仿真结果说明了GDE方法的优越性以及AVS阵列在浅海环境下的优越性能。
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引用次数: 7
Droplet routing and wash droplet scheduling algorithm to remove cross-contamination in digital microfluidic biochip 数字微流控生物芯片中去除交叉污染的液滴路径和洗涤液滴调度算法
Indrajit Pan, Soumyajit Chatterjee, T. Samanta
Cross-contamination is incurred during droplet routing in digital microfluidic biochip (DMFB) because of intersection and overlap in the routing paths. Those intersected or overlapped regions are termed as contamination sites. In this paper, we propose a scheme for concurrent routing of multiple droplets with avoidance or minimization in cross-contamination, followed by a wash droplet scheduling operation for residue removal in the contamination sites. The proposed method is based on a hierarchical partitioning method that generates an unbalanced tree structure containing routing nets in the different nodes on the tree. The proposed partitioning technique is guided by the bounding boxes of the routing nets that help in avoiding intersection in routing paths in different partitioned zone/area. During droplet routing, our aim is to optimize resource utilizations, and minimize cross-contamination in a partition. Any cross-contamination site is washed with proper scheduling of wash droplets in the intermediate routing stages, and a shortest path based wash droplet operation is adopted to minimize routing overhead, or total routing completion time. Different observations are made by applying our algorithm on real benchmarks, and experimental results show improvement in many cases.
在数字微流控生物芯片(DMFB)中,由于液滴路径的交叉和重叠,在液滴路径中会产生交叉污染。交叉或重叠的区域称为污染点。在本文中,我们提出了一种避免或最小化交叉污染的多液滴并发路径的方案,然后进行洗涤液滴调度操作以去除污染部位的残留物。该方法基于分层划分方法,生成包含不同节点路由网络的不平衡树结构。所提出的分区技术以路由网络的边界框为指导,避免了不同分区区域内路由路径的交叉。在液滴路由过程中,我们的目标是优化资源利用率,最大限度地减少分区内的交叉污染。在中间布线阶段,对交叉污染部位进行合理的洗涤水滴调度,并采用基于最短路径的洗涤水滴操作,以最小化布线开销或总布线完成时间。在实际的基准测试中,我们的算法得到了不同的观察结果,在许多情况下,实验结果显示出改进。
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引用次数: 5
Evaluation the day-of-the-week effect using long range dependence measures 使用长期依赖度量评估周中天数的影响
V. Sakalauskas, D. Kriksciuniene
The researchers working in the area of financial market investigations have noticed various anomalies which cause deviations from the most widely discussed laws of the financial markets - the efficient market hypothesis. The day-of-the-week effect is one of the types of financial market anomalies, when the particular days of the week have exclusive characteristics of trading activeness or the profitability of the stocks. In this article we explore possibilities to identify the day-of-the-week effect in emerging financial markets by applying Hurst exponent measure which is primarily designed for identification and measurement of long range dependence and information efficiency of time series.
从事金融市场调查领域的研究人员已经注意到各种异常现象,这些异常现象导致了金融市场最广泛讨论的规律——有效市场假说的偏离。“周日效应”是金融市场异常现象的一种,指的是一周中的某几天具有股票交易活跃度或盈利能力的独有特征。在本文中,我们探讨了通过应用赫斯特指数测量来识别新兴金融市场中星期效应的可能性,赫斯特指数测量主要用于识别和测量时间序列的长期依赖性和信息效率。
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引用次数: 1
Exponential stability of hysteresis neural networks with varying inputs 变输入迟滞神经网络的指数稳定性
G. Padmavathi, P. V. S. Kumar
In this paper mathematical analysis of hysteresis neural network with varying inputs are proposed. Motivated by the application potential of the model we focus on existence, exponential stability and asymptotic equivalence of the networks. We establish sufficient conditions for exponential stability of this class of neural networks and this result can be applied through numerical example. The result improves the earlier publications due to the state convergence of the networks with neutral delays and varying inputs.
本文对变输入条件下的滞后神经网络进行了数学分析。由于该模型的应用潜力,我们重点研究了网络的存在性、指数稳定性和渐近等价性。给出了这类神经网络指数稳定的充分条件,并通过数值算例加以应用。由于具有中立延迟和不同输入的网络的状态收敛性,该结果改进了先前的出版物。
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引用次数: 2
A flexible approach for providing adaptivity in learning management system based on learning styles 基于学习风格的学习管理系统提供适应性的灵活方法
Samar M. Alkhuraiji, B. Cheetham, M. A. Razek, Omaima Bamasak
This paper describes our approach to build a dynamic adaptive course in learning management systems based on students' learning styles. Our method aims to adapt the student's learning style by taking the advantage of the previous students taught the same course. To achieve this goal, we present an approach for adaptivity by taking the advantage of information that can be taken from previous students' data record to find similarity between the students. Based on this similarity we can find the next suitable learning style for the current students.
本文介绍了基于学生学习风格构建动态自适应课程学习管理系统的方法。我们的方法旨在通过利用以前教同一门课程的学生的优势来适应学生的学习方式。为了实现这一目标,我们提出了一种自适应方法,通过利用可以从以前的学生数据记录中获取的信息来发现学生之间的相似性。基于这种相似性,我们可以找到适合当前学生的下一个学习方式。
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引用次数: 0
An opinion-based framework for designing socially aware e-learning systems 一个基于意见的框架,用于设计具有社会意识的电子学习系统
Richa Sharma, Savita M. Datta, H. Banati, Punam Bedi
Opinions elicited from various groups of society (stakeholders) need to be incorporated into developing socially aware e-learning courses. Elicitation of opinion in initial phases of the designing process helps in chalking out needs of the stakeholders and their expectations from the course. This paper proposes a Social Opinion Framework to involve stakeholders in pre-design as well as post-deployment stages of e-course development. The framework suggests identification of stakeholders from the relevant domains and analysis of their roles. The respective opinions are to be elicited, prioritized and incorporated next in order to modify the course. The paper also discusses how the respective contributions can be instrumental in providing necessary support structures and quality parameters to improve upon the course composition, thus providing a better e-learning experience to the learners.
需要将社会各群体(利益相关者)的意见纳入到开发具有社会意识的电子学习课程中。在设计过程的初始阶段征求意见有助于明确利益相关者的需求和他们对课程的期望。本文提出了一个社会意见框架,让利益相关者参与电子课程开发的前期设计和后期部署阶段。该框架建议识别相关领域的利益相关者并分析他们的角色。接下来将收集、优先考虑并纳入各自的意见,以便修改课程。本文还讨论了各自的贡献如何有助于提供必要的支持结构和质量参数,以改进课程组成,从而为学习者提供更好的电子学习体验。
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引用次数: 0
期刊
2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)
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