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2018 International Conference on System Science and Engineering (ICSSE)最新文献

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Application of ECG Authentication in IoT-Based Systems 心电认证在物联网系统中的应用
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520149
Yang-Yi Chen, Chun-Liang Chen, Chun-Liang Lin, C. Chiang
Nowadays, technology of data transmission is growing fast and has been well applied to different fields depending on practical demands. In which, internet-of-things (IoT)-related applications are the most popular mechanism with respective application scenarios. This study integrates ECG-based biometric authentication to create a sophisticated application for extreme demand of access security to the IOT system. This mechanism not only increases the users' convenience, but greatly protects privacy of the users.
如今,数据传输技术发展迅速,并根据实际需求在不同领域得到了很好的应用。其中,与物联网相关的应用是最受欢迎的机制,具有各自的应用场景。该研究集成了基于ecg的生物识别认证,以创建一个复杂的应用程序,以满足对物联网系统访问安全的极端需求。这种机制不仅增加了用户的便利性,而且极大地保护了用户的隐私。
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引用次数: 2
Zooming in and Out Our Society: Discovering Macro/Micro Events from Social Media 放大和缩小我们的社会:从社交媒体中发现宏观/微观事件
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520111
Sojung An, Minsu Kang, Jae-Hong Park, Jason J. Jung, Sathit Prasomphan
Social event detection is regarded as an useful tool for understanding our society and more importantly for providing people with various smart city services. However, given a large number of social big data, it is hard to find out the meaningful patterns with traditional statistical analysis. The aim of this concept paper is to present how to generate spatiotemporal constraints for analyzing social data. Particularly, To discover the hidden social event, spatio-temporal constraint generation process consists of three methods, which are i) generating spatio-temporal focus (STF), ii) allocating social texts to the STF, and iii) discovering social events in each STF. The STF can be composed by clustering social texts which are topically and spatially associated. To make the STF dynamic and incremental, we use windows for allocating a social text to an adequate STF. Lastly, the hidden social events are discovered from the STF on the basis of keywords and temporal distribution of the social texts. Although, in this study, we limited the proposed method into analyzing social media, it could be extended to discovering events among all possible entities (e.g., people, sensors, and so on).
社会事件检测被认为是了解我们社会的有用工具,更重要的是为人们提供各种智慧城市服务。然而,面对大量的社会大数据,传统的统计分析很难发现有意义的模式。这篇概念论文的目的是介绍如何生成用于分析社会数据的时空约束。为了发现隐藏的社会事件,时空约束生成过程包括三种方法:1)生成时空焦点(STF), 2)将社会文本分配到STF, 3)在每个STF中发现社会事件。STF可以通过聚集主题和空间相关的社会文本来组成。为了使STF动态和增量,我们使用窗口将社会文本分配给适当的STF。最后,根据关键词和社会文本的时间分布,从STF中发现隐藏的社会事件。尽管在本研究中,我们将提出的方法限制在分析社交媒体上,但它可以扩展到发现所有可能实体(例如,人、传感器等)之间的事件。
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引用次数: 1
Evaluating Machine Learning Varieties for NBA Players' Winning Contribution 评估NBA球员获胜贡献的机器学习多样性
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520017
Po-Han Hsu, Sainzaya Galsanbadam, Jr-Syu Yang, Chan-Yun Yang
The NBA brand has been spreading all over the world in recent years. As the league concerns a lot of money and fans, several of researches have been trying to predict its results and winning teams. Through its history, a lot of data and statistics have been collected for every player and going to enrich more details because NBA is developing more than ever. Hence, a big data issue for this kind of predictions deserves to have attention and effort on it. With the availability of such enormous data, it is still complicated to analyze and predict the outcome of match. The study chooses different approaches such as support vector machine regression, polynomial regression and random forest regression for a comparative analysis to discover how individual player's performance influences the team winning rate. The comparison results show that the learning techniques we have adopted exhibit competitive capability in prediction, and give quite consistent performance regardless of complexity in input data features.
近年来,NBA的品牌已经遍布世界各地。由于联盟涉及大量资金和球迷,一些研究一直试图预测其结果和获胜球队。纵观NBA的历史,每个球员都收集了大量的数据和统计数据,并且随着NBA的发展,将会有更多的细节。因此,这种预测的大数据问题值得关注和努力。在数据如此庞大的情况下,对比赛结果的分析和预测仍然很复杂。本研究选择支持向量机回归、多项式回归和随机森林回归等不同的方法进行对比分析,以发现球员个人表现对球队胜率的影响。对比结果表明,我们所采用的学习技术在预测方面具有一定的竞争力,无论输入数据特征的复杂性如何,都能给出相当一致的预测结果。
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引用次数: 3
Vulnerability of Baseri et al.'s Untraceable Offline Electronic Cash System Baseri等人不可追踪离线电子现金系统的漏洞
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519978
Ya-Fen Chang, W. Tai, Yao-Ching Liu, Huan-Wen Chen
Offline electronic cash systems, an attractive payment platform for electronic commerce, enable customers to pay his electronic money in business transactions via the Internet. In 2013, Baseri et al. proposed an offline electronic cash (e-cash) system using RSA cryptosystem and asserted that their system satisfied anonymity, double spending detection, unforgeability, and date attachability properties and prevented forging. However, we find that their e-cash system is insecure against identity forgery. In this paper, we show that an adversary has three ways to forge a valid identity to withdraw electronic coin (e-coin) from his account at the bank and pay it to the merchant in payment phase. When double spending is detected, the bank cannot reveal the attacker's real identity.
离线电子现金系统是一个极具吸引力的电子商务支付平台,它使客户能够在商业交易中通过互联网支付其电子货币。2013年,Baseri等人提出了一种使用RSA密码系统的离线电子现金(e-cash)系统,并声称他们的系统满足匿名性、双重支出检测、不可伪造性和日期附加性,并防止伪造。然而,我们发现他们的电子现金系统对身份伪造是不安全的。在本文中,我们证明了攻击者有三种方法可以伪造一个有效的身份,从他在银行的账户中提取电子硬币(e-coin),并在支付阶段支付给商家。当发现双重支出时,银行无法透露攻击者的真实身份。
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引用次数: 2
A Fuzzy Risk Assessment Strategy Based on Big Data for Multinational Financial Markets 基于大数据的跨国金融市场模糊风险评估策略
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519983
Chuanxin Su, Shang-Chih lin, Chieh-Ming Chang, Yennun Huang
This research aims to use data science methods to mine valuable information in big data and use fuzzy theory to construct a risk assessment strategy that is applicable to multinational financial markets. First of all, in order to ensure that the data of multinational financial markets are better connected, low-quality data has been cleaned up and simplified, including missing value and too much time gap. Then, we analyze the daily signal fluctuations based on statistical methods to find the causality and investment risks of multinational financial markets. Finally, the fuzzy inference system consists of multiple inputs and multiple outputs. The inputs are “US stocks”, “Kur”, “Ske”, “CF” and “SD”, respectively, and the outputs are “ups”, “downs”, “uncertain”, “may-be-ups”, and “may-be-downs”. From the experimental results, it is known that the misjudgment ratio is used as a prerequisite for performance evaluation, and reliable results are obtained for both tradable ratio (Low/Medium-risk area: 1.8, 16 %) and accuracy (Low/Medium-risk area: 66.7, 70.7 %). In summary, the performance of the proposed method has been verified. The risk assessment of multinational financial markets has become a possibility. In future research work, we will continue to explore the possibility of machine learning and optimization algorithms to improve performance and share this result on an open platform.
本研究旨在运用数据科学方法挖掘大数据中的有价值信息,运用模糊理论构建适用于跨国金融市场的风险评估策略。首先,为了保证跨国金融市场的数据能够更好的连接,对低质量的数据进行了清理和简化,包括缺失的价值和过多的时间间隔。然后,利用统计方法对跨国金融市场的日波动信号进行分析,找出跨国金融市场的因果关系和投资风险。最后,模糊推理系统由多输入和多输出组成。输入分别为“US stocks”、“Kur”、“Ske”、“CF”和“SD”,输出为“up”、“downs”、“uncertainty”、“may-be-up”和“may-be-downs”。从实验结果可知,将误判率作为性能评价的前提,交易率(低/中风险区:1.8,16%)和准确率(低/中风险区:66.7,70.7%)均得到了可靠的结果。综上所述,该方法的性能得到了验证。跨国金融市场的风险评估已成为一种可能。在未来的研究工作中,我们将继续探索机器学习和优化算法的可能性,以提高性能,并在开放平台上分享这一结果。
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引用次数: 0
Evaluation of Indoor Positioning Based on iBeacon and Pi-Beacon 基于iBeacon和Pi-Beacon的室内定位评价
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8519989
B. Jallow, W. Hong
Indoor positioning technologies are becoming ubiquitous and have attracted extensive interest from both the field of Academia and the navigation Industry. However, Building a robust IPS system has been a challenge since its inception due to the attenuation of microwaves or multipath but with the use of Wi-Fi, blue-tooth, Radiofrequency Identification (RFID) and other sensory devices, researchers are have come up with efficient models and algorithms to improve the system. We are proposing a novel approach by integrating iBeacons and Raspberry Pi to collect RSS signals and apply different models on the data then compare the results. In our experiment, two independent layouts were used; iBeacon setup and Pi-Beacon setup which corresponds to our baseline approach and proposed approach respectively. Our proposed approach have shown appreciable reduction in error rate.
室内定位技术正变得无处不在,并引起了学术界和导航行业的广泛兴趣。然而,由于微波或多路径的衰减,建立一个强大的IPS系统自成立以来一直是一个挑战,但随着Wi-Fi,蓝牙,射频识别(RFID)和其他传感设备的使用,研究人员已经提出了有效的模型和算法来改进系统。我们提出了一种新颖的方法,通过整合iBeacons和Raspberry Pi来收集RSS信号,并对数据应用不同的模型,然后比较结果。在我们的实验中,使用了两种独立的布局;iBeacon设置和Pi-Beacon设置分别对应于我们的基线方法和建议的方法。我们提出的方法在错误率上有明显的降低。
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引用次数: 2
Doctor Robot with Physical Examination for Skin Disease Diagnosis and Telemedicine Application 具有体格检查功能的医生机器人在皮肤病诊断和远程医疗中的应用
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520218
Chien-Yu Su, H. Samani, Chan-Yun Yang, Owen Noel Newton Fernando
This paper illustrates various aspects of a doctor robot for physical examination such as for skin disease diagnosis. In modern society, most of the people are too busy to have a physical examination or some people who live in the remote area are difficult to go to the hospital. If everyone has a Doctor Robot at home when they feel uncomfortable, they just go to the front of the doctor robot, and it will start to check your body situation automatically. It will check your body situation and give you the diagnosis result by word and voice. It is, therefore, suitable for a variety of users, including the visually impaired people. Simultaneously, the result is connected to the cloud, so human doctors can see the results from the hospital, if necessary and doctors can help with Telemedicine. User can check data result by using the face. When Doctor Robot sees the user, it will connect it to the recorded data in the system.
本文阐述了用于皮肤疾病诊断等身体检查的医生机器人的各个方面。在现代社会,大多数人都太忙了,没有时间去做身体检查,或者一些住在偏远地区的人很难去医院。如果每个人家里都有一个医生机器人,当他们感到不舒服的时候,他们只要走到医生机器人的前面,它就会开始自动检查你的身体状况。它会检查你的身体状况,并通过文字和声音给你诊断结果。因此,它适合各种用户,包括视障人士。同时,结果被连接到云端,因此人类医生可以从医院看到结果,如果有必要,医生可以帮助远程医疗。用户可以使用人脸检查数据结果。当机器人医生看到用户时,它会将其连接到系统中记录的数据。
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引用次数: 6
Optical SAR Fusion of Sentinel-2 Images for Mapping High Resolution Land Cover 基于Sentinel-2影像SAR融合的高分辨率土地覆盖制图
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520099
Yuhendra, E. Yulianti, Jupriadi Na'am
Sentinel-2 is a very new programme of the European Space Agency (ESA) that is designed for fine spatial resolution global monitoring. Land cover-land use (LCLU) classification tasks can take advantage of the fusion of radar and optical remote sensing data, leading generally to increase mapping accuracy. Here we propose a methodological approach to fuse information from the new European Space Agency Sentinel-1 and Sentinel-2 imagery for accurate land cover mapping of a portion of the South Solok region, West Sumatera. Data pre-processing was carried out using the European Space Agency's Sentinel Application Platform and the SEN2COR toolboxes. The two main objectives of this study are to evaluate the potential use and synergetic effects of ESA Sentinel-1A C-band SAR and Sentinel-2A Optical data for classification and mapping of LCLU. As a result of the research, two main advantages. First, the pre-processing chain supported by sensor-specific toolboxes developed by ESA represents a reliable and fast approach for the preparation of ready-to-process imagery. Second, investigation to derive a methodological framework to integrate Sentinel-1 and Sentinel-2 imagery for land cover mapping by integrating of radar and optical imagery have been set up and tested.
哨兵-2是欧洲空间局(欧空局)的一个非常新的方案,旨在进行精细的空间分辨率全球监测。土地覆盖-土地利用(LCLU)分类任务可以利用雷达和光学遥感数据的融合,从而提高制图精度。在这里,我们提出了一种方法方法,将新的欧洲航天局Sentinel-1和Sentinel-2图像的信息融合在一起,对西苏门答腊南索洛克地区的一部分进行精确的土地覆盖测绘。数据预处理使用欧洲航天局的哨兵应用平台和SEN2COR工具箱进行。本研究的两个主要目标是评估ESA Sentinel-1A c波段SAR和Sentinel-2A光学数据在LCLU分类和制图中的潜在用途和协同效应。通过研究,得出了两个主要优点。首先,由ESA开发的传感器专用工具箱支持的预处理链代表了准备准备处理图像的可靠和快速方法。其次,建立并测试了基于雷达和光学影像整合Sentinel-1和Sentinel-2影像进行土地覆盖制图的方法框架。
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引用次数: 1
Least P-Norm Design of IIR Filters with a Pole Radius Constraint 具有极点半径约束的IIR滤波器的最小p范数设计
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520159
Te-Jen Wen
In this paper, the least p-norm criterion is adopted to design the Infinite Impulse Response (IIR) digital filters that meet simultaneously on prescribed magnitude and phase responses with a pole radius constraint. The parameterizations of direct form and cascade of second-order factors are employed to represent the denominators. For both parameterizations, the pole radii are constrained within a prescribed circle centered at the origin of the complex plane. The positive realness condition and an internal stability triangle are used to constrain the pole radii of direct form and cascade form denominators respectively. We incorporate the benefits of less nonlinearity of direct form denominator and the necessary and sufficient property on controlling the pole radii of cascade form denominator to design the IIR filter that converges to the true local optimum solution. That is, the direct form is first carried out to search a good solution, and then the results are used as the initial point of the cascade form to search true local optimum. This paper develops a robust and stable algorithm to design IIR digital filters with acceptable results.
本文采用最小p范数准则设计了在极点半径约束下同时满足规定幅值和相位响应的无限脉冲响应(IIR)数字滤波器。采用直接形式的参数化和二阶因子的级联来表示分母。对于这两种参数化,极点半径都被限制在复平面原点为中心的规定圆内。采用正实性条件和内稳定性三角形分别约束直形和级联形分母的极点半径。结合直接形式分母非线性较小的优点和控制级联形式分母极点半径的充分必要性质,设计了收敛于真正局部最优解的IIR滤波器。即首先进行直接形式来搜索一个好的解,然后将结果作为级联形式的起始点来搜索真正的局部最优。本文提出了一种鲁棒稳定的IIR数字滤波器设计算法。
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引用次数: 0
Design of Electro-Optical Cyclic Redundancy Check Encoder Using Lithium Niobate Waveguide for Reliable Communication* 基于铌酸锂波导的可靠通信电光循环冗余校验编码器设计*
Pub Date : 2018-06-01 DOI: 10.1109/ICSSE.2018.8520245
V. Srivastava, A. Pal, Shreya, Sandeep Sharma
Optical communication has proven its capabilities in fulfilling the ever increasing global desire for higher data rates for long as well as short distance communication. In order to achieve reliable communication several error detection mechanisms have so far been implemented using conventional electronics which do not match with the pace of optical processing of digital bits. In this research, implementation of the encoding of (7, 4) Cyclic Redundancy Check (CRC) code using optical method has been shown. The CRC encoder has been designed using Lithium Niobate (LiNb03) waveguide based Mach-Zehnder Interferometers (MZI). The structure simulated using beam propagation method has shown accurate encoding of the CRC code. The design parameters as well as the performance parameters have been described briefly.
光通信已经证明了它在满足全球对长距离和短距离通信的更高数据速率不断增长的需求方面的能力。为了实现可靠的通信,目前已经采用了几种与数字比特光学处理速度不匹配的传统电子技术来实现错误检测机制。在本研究中,使用光学方法实现了(7,4)循环冗余校验(CRC)码的编码。采用铌酸锂(LiNb03)波导的Mach-Zehnder干涉仪(MZI)设计了CRC编码器。用波束传播法对该结构进行了仿真,结果表明该结构可以准确地编码CRC码。简要介绍了其设计参数和性能参数。
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引用次数: 6
期刊
2018 International Conference on System Science and Engineering (ICSSE)
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