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Empirical study of online hybrid model for internet frauds prevention and detection 网络欺诈预防与检测的在线混合模型实证研究
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887774
Ankit Mundra, N. Rakesh, S. P. Ghrera
Nowadays cyber forensics is the field which is dealing with several online fraudulent cases. Increase in internet practice is further enhancing the possibilities of online frauds. In our previous research we have proposed Online Hybrid Model (OHM) which prevents Online Auction, Non-Delivery/Merchandise, Card theft and Identity theft frauds. If prevention is not possible (or fraud occurs in in-auction process like collusive bidding, shill bidding or/and multiple bidding) then OHM further suggests fraud detection and elimination technique. Thus OHM is responsible to regularly monitor interaction between users and web servers. In this paper we have elaborated the requirement engineering and working of various OHM modules. We have shown the robustness of these modules in terms of logical design and their operational interaction. Furthermore, we have evaluated the performance of this model and have shown that OHM is highly effective online fraud prevention/detection/elimination approach.
目前,网络取证是处理一些网络欺诈案件的领域。互联网实践的增加进一步增加了网络欺诈的可能性。在我们之前的研究中,我们提出了在线混合模型(OHM),它可以防止在线拍卖,非交付/商品,信用卡盗窃和身份盗窃欺诈。如果预防是不可能的(或欺诈发生在拍卖过程中,如串通投标,欺诈投标或/和多次投标),那么OHM进一步建议欺诈检测和消除技术。因此,OHM负责定期监控用户和web服务器之间的交互。本文阐述了各个欧姆模块的需求、工程和工作原理。我们已经展示了这些模块在逻辑设计和操作交互方面的健壮性。此外,我们已经评估了该模型的性能,并表明OHM是一种非常有效的在线欺诈预防/检测/消除方法。
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引用次数: 3
Design of adaptive traffic flow control system with soft computing tools for green signaling 基于软计算工具的绿色信号自适应交通流控制系统设计
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887813
A. Varghese, P. Bajaj, L. Malik
Traffic on urban roads is increasing day by day. In India there has been a sudden rise in vehicles on road leading to several problems such as loss of time, increased fuel consumption, wasted fuel increasing air pollution and carbon dioxide emissions, noise pollution, inconvenience caused due to long queues and increased cost. Intelligent methods have not yet been adopted on Indian roads. Most of the cities rely on pre-timed control. This paper presents an intelligent system for traffic flow prediction and control through green signaling. Live Data from upstream detectors and historical data of a particular junction are input to the fuzzy control which predicts the estimated flow at the intersection. Based on this estimated flow Particle Swarm Optimizer outputs the optimized green timing for the intersection. TSIS-CORSIM is used for simulation of the system. The results show that the proposed system results in lesser delay than the pre-timed and actuated controller of CORSIM.
城市道路上的交通日益增多。在印度,道路上的车辆突然增加,导致了几个问题,如时间损失,燃料消耗增加,燃料浪费,空气污染和二氧化碳排放增加,噪音污染,由于排长队和成本增加而造成的不便。印度道路尚未采用智能方法。大多数城市依赖于提前控制。本文提出了一种基于绿色信号的智能交通流预测与控制系统。将上游检测器的实时数据和特定路口的历史数据输入到模糊控制中,以预测路口的估计流量。基于估计的流量,粒子群优化器输出交叉口的优化绿色时间。采用TSIS-CORSIM对系统进行仿真。结果表明,与CORSIM的预定时和驱动控制器相比,该系统具有较小的延迟。
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引用次数: 1
Using technology to make farming easier and better: Simplified E-Farming Support (SEFS) 利用技术使农业更容易、更好:简化电子农业支持(SEFS)
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887806
S. Dwivedi, V. Parshav, N. Sharma, Pratik Kumar, Shubham Chhabra, R. Goudar
In India and other countries, the situation of the small landholders is becoming worse day by day. Overall they contribute more than 50% of the crop that is eaten in the world but still they are not rising. SIMPLIFIED E-FARMING SUPPORT will help them make better use of their land and get better production and profit. Its main motive is to reach out to farmers and disseminating relevant and timely information to them. The objective is to simply bring to small farmers the integration of politics, technology and capital. In this proposed research work, API's of FAO are made to interact with the algorithm that runs for efficient and useful data that is to be provided to the illiterate farmers, in a manner that they can understand it. Information in regional language, weather forecast, GPS enabled device provided to the small farmers with audio and visual support. As the farmer enables the device, it will show a very simplified result according to the type of his query. The application system provides client users with all the information that is relevant for his land, search function, on-line crop management, statistical summaries of profit that they can make by growing a particular crop on their land, statistical summary about their land, the recommendations that FAO makes to increase productivity not by much use of “Water” but rather much use of “Fertilizers”. The system facilitates efficient management of land, monitoring it and providing data by using GPS and Web approaches. The interface of the device will be more of “picture based” rather than “text based” that will make even the illiterate farmers understand it and use it. The project focuses mainly the small landholders who can really bring miracles if they are given certain guidelines about the proper management of their land and information about the crops best suited for their land. The project focuses not only providing a free callback service for the small farmers but also certain videos and audios will be provided so they can visualize how things need to be performed on land. Video conferencing is the most important aspect of this as farmer can query via video conference and show if he is facing any problem with crop and land. For example, how to use a particular pesticide, how to seed the land for better output and so on.
在印度和其他国家,小地主的处境日益恶化。总的来说,它们贡献了世界上超过50%的食用作物,但它们仍然没有上升。简化的电子农业支持将帮助他们更好地利用他们的土地,获得更好的生产和利润。其主要动机是接触农民并向他们传播相关和及时的信息。其目标仅仅是将政治、技术和资本整合到小农身上。在这项拟议的研究工作中,粮农组织的API与运行的算法进行交互,以便以他们能够理解的方式向不识字的农民提供有效和有用的数据。为小农户提供地区语言信息、天气预报、GPS设备等视听支持。当农民启用该设备时,它将根据他的查询类型显示一个非常简化的结果。应用系统为客户端用户提供与其土地相关的所有信息、搜索功能、在线作物管理、在其土地上种植特定作物可获得利润的统计摘要、有关其土地的统计摘要、粮农组织提出的通过不大量使用“水”而更多使用“肥料”来提高生产力的建议。该系统有助于有效地管理土地,通过使用GPS和网络方法进行监测和提供数据。该设备的界面将更加“基于图片”而不是“基于文本”,这将使文盲农民也能理解并使用它。该项目主要关注小土地所有者,如果向他们提供适当管理土地的指导方针和最适合他们土地的作物的信息,他们真的可以创造奇迹。该项目不仅致力于为小农提供免费的回调服务,还将提供特定的视频和音频,以便他们能够直观地了解需要在土地上执行的事情。视频会议是其中最重要的方面,因为农民可以通过视频会议进行查询,并显示他是否面临作物和土地的任何问题。例如,如何使用一种特定的农药,如何在土地上播种以获得更好的产量等等。
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引用次数: 6
Analysis of magnitude for earthquake detection using primary waves and secondary waves 用一次波和二次波探测地震的震级分析
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887820
L. V. Narasimha Prasad, P. Murthy, C. K. K. Reddy
Earthquake is a natural calamity, also known as quake or tremor, occurs due to release of sudden energy which is stored under stress field in the earth's crust. The stored energy is released due to imbalance in stress filed which creates three events called foreshock, main shock and aftershock. Each event is associated with some waves such as primary waves, secondary waves, Rayleigh waves, Stoneley waves and Love waves. As these waves travels from interior of earth to surface they degrades in magnitude and intensity, only a part of the original waves reach the earth surface originated in earth's crust which are recorded as seismograph. Till to date, many of the researchers applied different techniques like prediction based on radon emissions, prediction using extraction of instantaneous frequency from underground water. As the earthquake occurs due to transmission of waves, hence feature extraction from the seismic signal is the efficient approach to predict the earthquake. The parameters of seismic signal are analyzed by using fast Fourier transform spectrum analysis. The magnitude which forms the base of analysis is used for the detection of earthquake. The minor quakes are neglected and the surface wave magnitude of the quakes that show impact on earth's surface is calculated and found it as 4.0. Hence, the occurrence of earthquake can be predicted if the magnitude exceeds 4.0.
地震是一种自然灾害,也被称为地震或震颤,是由于储存在地壳应力场下的能量突然释放而发生的。由于应力场的不平衡,储存的能量被释放,产生了前震、主震和余震三种事件。每个事件都与一些波有关,如初级波、次级波、瑞利波、斯通利波和洛夫波。当这些波从地球内部传播到地表时,它们的震级和强度会降低,只有一部分来自地壳的原始波到达地球表面,这些波被记录为地震仪。到目前为止,许多研究人员应用了不同的技术,如基于氡排放的预测,利用从地下水中提取瞬时频率的预测。由于地震是由于波的传播而发生的,因此对地震信号进行特征提取是预测地震的有效方法。采用快速傅立叶变换谱分析方法对地震信号进行了参数分析。震级作为分析的基础,用于地震的探测。忽略小地震,计算对地表有影响的地震的面波震级为4.0级。因此,如果震级超过4.0级,就可以预测地震的发生。
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引用次数: 8
Text independent speaker recognition system using GMM 基于GMM的文本独立说话人识别系统
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887781
S. G. Bagul, R. Shastri
The idea of the Speaker Recognition Project is to implement a recognizer which can identify a person by processing his/her voice. The basic goal of the project is to recognize and classify the speeches of different persons. This classification is mainly based on extracting several key features like Mel Frequency Cepstral Coefficients (MFCC's) from the speech signals of those persons by using the process of feature extraction method. The above features may consist of pitch, amplitude, frequency etc. Using a statistical model like Gaussian mixture model (GMM) and features extracted from those speech signals we build a unique identity for each person who enrolled for speaker recognition. Estimation and Maximization algorithm are used, an elegant and powerful method for finding the maximum likelihood solution for a model with latent variables, to test the later speakers against the database of all speakers who enrolled in the database. Use of Fractional Fourier Transform for feature extraction is also suggested improving the speaker recognition efficiency.
说话人识别项目的思想是实现一个识别器,它可以通过处理他/她的声音来识别一个人。该项目的基本目标是识别和分类不同人的讲话。这种分类方法主要是利用特征提取的过程,从这些人的语音信号中提取出一些关键特征,比如Mel Frequency Cepstral Coefficients (MFCC’s)。上述特征可能包括音高、幅度、频率等。使用高斯混合模型(GMM)等统计模型和从这些语音信号中提取的特征,我们为每个注册进行说话人识别的人建立了唯一的身份。使用估计和最大化算法,这是一种优雅而强大的方法,用于寻找具有潜在变量的模型的最大似然解,以根据数据库中登记的所有演讲者的数据库测试后来的演讲者。利用分数阶傅立叶变换进行特征提取,提高了说话人识别效率。
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引用次数: 17
Comparison of different classifier in WEKA for rheumatoid arthritis 类风湿关节炎WEKA不同分类器的比较
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887821
S. Chokkalingam, K. Komathy
Analyzing the hidden information from the images are helpful to identify the various causes. In general processing of images includes Pre-processing, segmentation, Feature extraction and Classification. Significance of classifier is essential since results are always based on the classifier. The ultimate aim is to explain how WEKA tool is used for rheumatoid arthritis and investigate the performance of the various classifiers for huge data. In our method we are distinctively give attention to the classification methods like ADTree, Best First Decision tree(BF), Decision stump, J48Pruned tree, J48 Graft Pruned tree, Least Absolute Deviation regression trees (LAD), Logistic Model Tree(LMT), Naïve-Bayes (NB), Random tree, Random forest tree, CART Decision tree. The features like Area, perimeter, circularity, integrated density, Median, Skewness, Raw integrated density, and Roundness and solidity are obtained from the Lymphocytes images and formed the data set. Different classifier is applied for RA facet for Validation. RA facet contains 108 rows and 10 columns. Using classifier to find out the various values like Relative Absolute Error, and Kappa Statistic, Mean Absolute Error, Root Mean Squared Error and Root Relative Squared Error. From those values compare with all the methods ADT classifier is suggested for use in huge data.
分析图像中的隐藏信息有助于识别各种原因。一般的图像处理包括预处理、分割、特征提取和分类。分类器的意义是至关重要的,因为结果总是基于分类器。最终目的是解释WEKA工具如何用于类风湿关节炎,并研究各种分类器对大数据的性能。在我们的方法中,我们特别关注ADTree,最佳第一决策树(BF),决策树桩,J48剪枝树,J48嫁接剪枝树,最小绝对偏差回归树(LAD), Logistic模型树(LMT), Naïve-Bayes (NB),随机树,随机森林树,CART决策树等分类方法。从淋巴细胞图像中获取Area、perimeter、circularity、integrated density、Median、Skewness、Raw integrated density、Roundness and solid等特征,形成数据集。对RA面采用不同的分类器进行验证。RA facet包含108行和10列。使用分类器找出相对绝对误差、Kappa统计量、平均绝对误差、均方根误差和根相对平方误差等各种值。通过与各种方法的比较,建议在海量数据中使用ADT分类器。
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引用次数: 9
A literature survey on the contemporary methodologies used in brain computer interface for spelling application 当代脑机接口拼写应用方法的文献综述
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887788
Subhadeep Karan
Brain computer interface (BCI) is a methodology of utilizing the electrophysiological measures or the electroencephalographic (EEG) activity of the brain function in order to communicate with the exterior world through a non-muscular channel. It has become one of the primarily focussed fields of research that includes challenges for the various fields like Artificial intelligence, Cognitive neuroscience, user interface and signal processing. Spelling can be considered as the first actual BCI application and still remain a big challenge to the community. Generally, for communication application in BCI, this application acts as benchmark. In this survey paper, the focus is on the contemporary tactics used for the spelling words which comprises of methods based on P300, motor imagery and steady state visual evoked potential (SSVEP). This paper also highlights some hurdles in the current BCI spellers and virtual keyboards.
脑机接口(BCI)是一种利用脑功能的电生理测量或脑电图(EEG)活动,通过非肌肉通道与外部世界进行交流的方法。它已经成为主要关注的研究领域之一,包括人工智能、认知神经科学、用户界面和信号处理等各个领域的挑战。拼写可以被认为是第一个真正的BCI应用程序,但仍然是社区面临的一大挑战。通常,对于BCI中的通信应用程序,该应用程序作为基准。在这篇调查论文中,重点研究了当代词汇拼写策略,包括基于P300、运动意象和稳态视觉诱发电位(SSVEP)的方法。本文还强调了目前BCI拼写器和虚拟键盘存在的一些障碍。
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引用次数: 2
Usability testing: A software engineering perspective 可用性测试:软件工程的视角
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887809
A. Bandi, Phillip J. Heeler
Background: Software development methodologies adapt customer collaboration in the software development. Because of this, end users of the software participate in the usability testing to give their feedback to the analysts. Objective: The goal of this paper is to explore the design issues of the usability testing from the user's perspective. Method: We followed a systematic approach from the software engineering perspective in preparing the artifacts and conducting the usability testing by defining suitable metrics in a case study. Results: We identified several design issues while performing the usability testing. Metric values and hit-rates of design issues are presented. We also highlighted our lessons learned and recommendations based on our study. Limitations: Our case study is medium sized and results may not be applicable to the industry applications. However, the lessons learned and recommendations from this study are applicable. Conclusion: Users cannot finish complex tasks with no unanswered questions and the identified design issues help in improving user interfaces.
背景:软件开发方法适应软件开发中的客户协作。因此,软件的最终用户参与可用性测试,向分析人员提供他们的反馈。目的:本文的目的是从用户的角度探讨可用性测试的设计问题。方法:我们从软件工程的角度出发,通过在案例研究中定义合适的度量来准备工件并进行可用性测试。结果:我们在执行可用性测试时发现了几个设计问题。给出了设计问题的度量值和命中率。我们还强调了我们的经验教训和基于我们研究的建议。限制:我们的案例研究是中等规模的,结果可能不适用于行业应用。然而,从这项研究中得到的经验教训和建议是适用的。结论:用户无法在没有问题的情况下完成复杂的任务,识别出的设计问题有助于改进用户界面。
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引用次数: 16
Buffered based routing and resiliency approach for WMN 基于缓冲的WMN路由和弹性方法
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887776
Geetanjali Rathee, Ankit Mundra, N. Rakesh, S. P. Ghrera
Several approaches to effectively perform communication in Wireless Mesh Network (WMN) have been proposed. Further communication failures and possibilities of minimum services during such failures are very hard to maintain. Recently resilient multicasting and Resilient Opportunistic Mesh Routing for WMN (ROMER) approaches proposed routing and resilient methods over WMN. Resilient multicasting approach establishes two node disjoint path between each source-destination pair. But this approach can immune from any single link or intermediate node failure. While ROMER approach provides redundant copies of data in randomized manner to increase WMN throughput. We have proposed Buffer Based Routing method in which instead of maintaining routing table at each node we provide buffering at each node which reduces routing cost. At specific interval of time (after specified communication steps) it clears the buffer to increase performance and prevent overhead in network. Using this approach we effectively perform resiliency and exploits advantages o fWMN. The performance of the proposed approach is studied by evaluating the cost involved in routing and resiliency using these approaches and compared with the proposed approach.
为了在无线网状网络(WMN)中有效地进行通信,人们提出了几种方法。进一步的通信故障和在这些故障期间最小化服务的可能性是非常难以维护的。近年来,基于WMN的弹性组播和弹性机会网格路由(ROMER)方法提出了基于WMN的路由和弹性路由方法。弹性组播方法在每个源和目的对之间建立两条节点不相交的路径。但这种方法可以避免任何单个链路或中间节点的故障。而ROMER方法以随机方式提供冗余的数据副本,以提高WMN的吞吐量。我们提出了基于缓冲区的路由方法,在每个节点上提供缓冲,而不是在每个节点上维护路由表,从而降低了路由成本。在特定的时间间隔(在指定的通信步骤之后),它清除缓冲区以提高性能并防止网络开销。使用这种方法,我们可以有效地执行弹性并利用fWMN的优势。通过评估使用这些方法的路由和弹性所涉及的成本,并与所提出的方法进行比较,研究了所提出方法的性能。
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引用次数: 7
Randomized routing techniques for Ad-hoc on-demand distance vector of Wireless Networks 无线网络自组织按需距离矢量的随机路由技术
Pub Date : 2013-08-01 DOI: 10.1109/ICHCI-IEEE.2013.6887791
K. Santhi, B. Parvathavarthini
Wireless Networks play a vital role and has become an epicenter of all communication networks. In Ad-hoc networks, we need to enhance the effectiveness of dynamic information exchange in existing routing protocols with additional security measures. Our present research work is focused on developing a system that performs leverage search and propagation embedded with an enhanced security in dynamic routing. We are implementing dynamic routing path techniques for onward forwarding of information as divided packets through randomly selected routing paths that can deliver data to the destination node. The proposed analytical work achieves considerably secured packet deliveries between a source node and the corresponding destination node. However, the proposed randomization from routing table in our work is compatible with popular routing protocols, such as Ad-hoc On-demand Distance Vector (AODV) in Wireless Networks. A thorough analytical study on the proposed algorithm is presented with parallel simulation experiments to validate the capability and optimal efficiency of this algorithm.
无线网络起着至关重要的作用,已成为所有通信网络的中心。在Ad-hoc网络中,我们需要通过附加的安全措施来增强现有路由协议中动态信息交换的有效性。我们目前的研究工作主要集中在开发一种在动态路由中嵌入增强安全性的杠杆搜索和传播系统。我们正在实现动态路由路径技术,通过随机选择的路由路径将信息作为分组转发,这些路由路径可以将数据传递到目标节点。所提出的分析工作在源节点和相应的目标节点之间实现了相当安全的数据包传递。然而,我们的工作中提出的路由表随机化与流行的路由协议兼容,例如无线网络中的Ad-hoc按需距离矢量(AODV)。通过并行仿真实验对该算法进行了深入的分析研究,验证了该算法的性能和最优效率。
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引用次数: 1
期刊
2013 International Conference on Human Computer Interactions (ICHCI)
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