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Automatic Detection of Covid-19 from Chest X-ray Images using Corona Net 利用冠状病毒网从胸部x线图像中自动检测Covid-19
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.324
D. L. Asha Rani, P. Anishiya, T. Pramananda Peruma
The most devastating pandemic to ever infiltrate humans is COVID-19. An automatic detection system is an instantaneous diagnosis option to prevent COVID-19 transmission. The objective of this research work is to propose a novel CNN (Convolutional Neural Network) based   Covid-19 detection system to classify the radiological (chest X-ray) images into binary classes (Covid-19 and Non-Covid-19) and three (multi) different classes ( Normal Lungs, Lungs infected by Covid-19 and Lungs infected by Pneumonia). The efficiency of the proposed CNN(CoronaNet) model is compared with six existing pre-trained models (AlexNet, GoogleNet, VGG-16, SqueezeNet, Inception-V3 and ResNet-50) for identifying Covid-19 from radiological images. The computer experimental results demonstrate that the proposed CoronaNet model has achieved an overall accuracy of 96.4% for binary-class classification (Covid-19 and Non-Covid-19) and 94.4 %  for multi- class classification (Normal, Covid-19 and Pneumonia). The proposed technique could be a useful tool for radiologists to diagnose and treat Covid-19 patients promptly.
有史以来侵入人类的最具破坏性的流行病是COVID-19。自动检测系统是防止新冠病毒传播的即时诊断选项。本研究的目的是提出一种新的基于CNN(卷积神经网络)的Covid-19检测系统,将放射学(胸部x线)图像分为二分类(Covid-19和非Covid-19)和三(多)不同分类(正常肺、感染Covid-19的肺和感染肺炎的肺)。将所提出的CNN(CoronaNet)模型与现有的6个预训练模型(AlexNet、GoogleNet、VGG-16、SqueezeNet、Inception-V3和ResNet-50)进行比较,从放射图像中识别Covid-19的效率。计算机实验结果表明,所提出的CoronaNet模型对二类分类(Covid-19和non - covid)的总体准确率为96.4%,对多类分类(Normal、Covid-19和肺炎)的总体准确率为94.4%。提出的技术可以成为放射科医生及时诊断和治疗Covid-19患者的有用工具。
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引用次数: 0
Implementation of Child Safety Alert System in Automobiles 汽车儿童安全警报系统的实现
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.316
Md. Abubakar, Mohammed Salman Siddiqui, Md. Owaisoddin Sapna Gangrade
Every year lot of children are passing away due to hyperthermia and coronary heart strokes. This is happening because the children are left inside the car unknowingly. Many incidents of such cases are increasing rapidly in the past few decades. These incidents are recognized as the automobile injuries and for this, a research has been done to know more about the fat situations of the surroundings of such instances. By the research it is known that there are two elements which made the kids more liable to hyperthermia when compared to adults. A systematic rationalization about how this can be appeared that the children are left unknowingly by their parents in the vehicle can be identified with working memory, it builds up the pressure obstruction and impends to a particular interest. In past two years, 16 children of these cases in Italy and 53 children of these cases in US of infant hyperthermia because of abandonment in vehicles were perceived. These discoveries propose that instructive bundles and writing for guardians concerning auto insurance should incorporate such data about these threats of the heart stress, in fact such actions are unknowingly happened and not intentionally done. In triumph over these issues a prototype has been proposed by means of the child safety alert system.
每年都有很多孩子死于高热和冠心病。这是因为孩子们在不知情的情况下被留在了车里。在过去的几十年里,许多此类事件正在迅速增加。这些事件被认为是汽车伤害,为此,人们进行了一项研究,以更多地了解此类事件周围的情况。研究表明,与成年人相比,有两个因素使儿童更容易患高热症。一个系统的合理化是关于孩子是如何在父母不知情的情况下被留在车里的,这可以与工作记忆相识别,它建立了压力障碍,并指向一个特定的兴趣。在过去的两年中,意大利有16例儿童被遗弃在车内,美国有53例儿童被遗弃在车内。这些发现表明,对于汽车保险的监护人来说,教育捆绑和写作应该包括这些关于心脏压力威胁的数据,事实上,这些行为是在不知情的情况下发生的,而不是故意的。在克服这些问题的基础上,提出了一个基于儿童安全警报系统的原型。
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引用次数: 0
Infrastructure-Less Wireless Networks Employ Reactive Routing with Knapsack-Based Buffer Management 基于背包缓冲管理的无基础设施无线网络响应路由
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.354
Nausheen Fathima, Mohd. Abdul Bari, Sanjay
Wireless infrastructure-less networks provide network resources independent of location. These networks are mobile, resource heterogeneous, peer-to-peer, self-forming, and adaptable. Health management, military, and disaster aid use such networks for reliable communication. These networks use routing to connect source and destination nodes and forward data packets. Network nodes' buffer sizes hinder efficient routing. We present a buffer-aware route-finding system that optimises nodes' packet processing based on their residual buffer size using the knapsack algorithm. Our buffer overflow-prevention method improves network performance. Using the NS-2 simulator, the suggested mechanism reduces packet loss, improving network performance. Our work proposes an effective routing protocol for wireless infrastructure-less networks that takes into account nodes' restricted buffer sizes. The proposed system could be used where efficient and reliable communication is needed.
无无线基础设施网络提供与位置无关的网络资源。这些网络是移动的、资源异构的、点对点的、自形成的和适应性强的。健康管理、军事和灾难援助使用这种网络进行可靠的通信。这些网络使用路由连接源节点和目的节点,并转发数据包。网络节点的缓冲区大小阻碍了有效的路由。我们提出了一个缓冲区感知的寻路系统,该系统使用背包算法根据节点的剩余缓冲区大小优化节点的数据包处理。我们的缓冲区溢出预防方法提高了网络性能。使用NS-2模拟器,建议的机制减少了丢包,提高了网络性能。我们的工作为无线无基础设施网络提出了一种有效的路由协议,该协议考虑了节点受限制的缓冲区大小。该系统可用于需要高效可靠通信的地方。
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引用次数: 0
Ethical & Legal Implications of Deep Fake Technology: A Global Overview 深度造假技术的伦理和法律影响:全球概览
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.398
Shashank Shekhar, Ashish Ransom
It is said that a camera cannot lie. However, in this digital era, it has become abundantly clear that it doesn’t necessarily depict the truth. Increasingly sophisticated machine learning and artificial intelligence with inexpensive, easy to use and easily accessible video editing software are allowing more and more people to indulge in generating so-called deep fake videos, photos and audios.. These clips, which feature fabricated, altered and fake footage of people and things, are a growing concern in human society. Although political deep fakes are a new concern, pornographic deep fakes have been a problem for some time. These often purported to show a famous actress or model or any other woman, involved in a sex act but actually show the subject’s face superimposed onto another woman’s body who is actually involved in that act. This feature is called face-swapping and is known as the simplest method of creating a deep fake. There are numerous software applications that can be used for face-swapping, and the technology used is very advanced and is accessible. Deep fakes raise questions of personal reputation and control over one’s image on the one hand and freedom of expression on the other. This will have a significant impact on user’s privacy and security. Increasingly, governments around the world are reacting to these privacy evading applications for e.g., India banning TikTok and the USA investigating the privacy issues of TikTok and in the process of enacting laws to reduce the impact of deep fakes in the society. The study in this paper includes the ethical and legal implications surrounding the deep fake technology which also includes the study of several international legislations and analysing the position of India in tackling the crime of deepfake.
据说照相机不会说谎。然而,在这个数字时代,它已经变得非常清楚,它不一定描绘真相。越来越复杂的机器学习和人工智能,加上廉价、易用和易于获取的视频编辑软件,让越来越多的人沉迷于生成所谓的深度假视频、照片和音频。这些视频以捏造、修改和伪造的人物和事物为特征,越来越受到人类社会的关注。虽然政治深度造假是一个新问题,但色情深度造假问题已经存在一段时间了。这些照片通常声称是在展示一个著名的女演员、模特或任何其他女人参与的性行为,但实际上是把被摄者的脸叠加在另一个参与性行为的女人的身体上。这种特征被称为换脸,被认为是制造深度假的最简单方法。有许多软件应用程序可以用于换脸,所使用的技术非常先进,易于使用。深度造假一方面引发了个人声誉和对个人形象的控制的问题,另一方面也引发了言论自由的问题。这将对用户的隐私和安全产生重大影响。世界各国政府越来越多地对这些逃避隐私的应用做出反应,例如印度禁止TikTok,美国调查TikTok的隐私问题,并在制定法律的过程中减少深度假货对社会的影响。本文的研究包括围绕深度伪造技术的伦理和法律影响,其中还包括对几项国际立法的研究,并分析印度在解决深度伪造犯罪方面的立场。
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引用次数: 0
Smart Car Parking System Using IoT 使用物联网的智能停车系统
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.262
D. Vishnu Priya et al.
A simple and easy task such as parking is thought as a tedious and time-consuming process due to mismanagement of parking system. Current parking systems involve huge manpower for management and requires user to search for parking space floor by floor. Such conventional systems utilize more power, along with user’s valuable time. This paper presents a Smart Parking & Energy Management solution for a structured environment such as a multi-storied office parking area. The system proposes implementation of state-of-the-art Internet of Things (IoT) technology to mold with advanced Honeywell sensors and controllers to obtain a systematic parking system for users. Unoccupied vehicle parking spaces are indicated using lamps and users are guided to an empty parking space, thus eliminating need for searching for a parking space. The occupied parking spaces are virtually stored to the cloud to be accessed by central system and direct the upcoming cars to empty spaces. The automatically controlled light illuminance helps reduce energy usage, along with lighting up the parking space to the user whilst in the parking space. The entire system being fully automatic leads to reduced manpower involved and improves illuminance aesthetics of the parking area. This paper aims at improving user’s time value and convenience in a parking system.
停车这样简单容易的事情,由于停车系统管理不善,被认为是一个繁琐而耗时的过程。目前的停车系统需要大量的人力进行管理,并且需要用户逐层寻找停车位。这样的传统系统使用更多的电力,以及用户宝贵的时间。本文提出了一种针对多层办公停车区等结构化环境的智能停车与能源管理解决方案。该系统建议实施最先进的物联网(IoT)技术,与先进的霍尼韦尔传感器和控制器相结合,为用户提供系统化的停车系统。使用灯指示未占用的车辆停车位,并引导用户到空停车位,从而消除了寻找停车位的需要。被占用的停车位被虚拟地存储到云端,由中央系统访问,并引导即将到来的车辆进入空位。自动控制的照度有助于减少能源使用,同时在停车空间为用户照亮停车位。整个系统是全自动的,减少了人力投入,提高了停车区域的照明美学。本文旨在提高停车系统中用户的时间价值和便利性。
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引用次数: 0
Women Artisan Facing Obstacles 面临障碍的女工匠
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.112
S. Beulah Mabel
Women Entrepreneurs are the women who initiate, organize and operate the business. They are the ones who own and manage the business and to earn more profits with their creativity and new ideas to run a business. In the initial stage, they start their business with small scale and expand to large scale business. Women undertake all the risk and face many challenges in their business. Their strong feeling to do something is an inbuilt quality who is capable of providing values in both family and social life.  This Women Entrepreneurship can make a strong contribution to the economic well-being of the family, communities, women's empowerment and poverty reduction. Women Entrepreneurs engaged in some of the business-like AgarBatti making (Incense stick),Papad Marketing, Embroidery, Handicraft, catering services, Running restaurant, snack bars, Small retail shops, Beauty Parlour, Pickle Manufacturing etc.
女企业家是发起、组织和经营企业的妇女。他们是拥有和管理企业的人,通过他们的创造力和新想法来经营企业,赚取更多的利润。在初始阶段,他们从小规模的业务开始,扩展到大规模的业务。女性承担着所有的风险,在她们的事业中面临着许多挑战。他们强烈的做事欲望是一种内在的品质,能够在家庭和社会生活中提供价值。这种妇女创业可以对家庭、社区的经济福祉、赋予妇女权力和减少贫困作出强有力的贡献。女企业家从事一些行业,如香烛制作(香)、Papad营销、刺绣、工艺品、餐饮服务、经营餐厅、小吃店、小型零售商店、美容院、泡菜制造等。
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引用次数: 0
The role of Community Radio in Gender based Development. 社区广播电台在基于性别的发展中的作用。
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.295
B. Krishnan, Dr. Bhargavi D Hemmige
People who listen to community radio are better able to take part in civic discourse, government, economic development, poverty alleviation, and anti-corruption campaigns. There is no natural audience for community radio. What is needed is to connect Community Radio to people's most pressing concerns and to ensure that people see their issues in the context of their right to development." It's a study on the effectiveness of Community Radio (CR) in India, as well as on the level of community involvement in the programme. By examining the efficacy of selected indicators, this study aims to bridge the knowledge gap that exists between the broadcaster and the beneficiaries. Community radio stations in India have been singled out for examination, with an eye toward documenting and analysing their own internal structures as well as their finances. An important factor in supporting a community radio station's long-term viability is the number of populations it serves, which in turn attracts more revenue in the form of advertising, which in turn improves the station's sustainability. Lacking policy, Nepali radio stations self-identify as "Community" or "Commercial" stations based on their stated mission statements and goals and the way they programme.
收听社区广播的人能够更好地参与公民话语、政府、经济发展、扶贫和反腐败运动。社区广播没有天然的听众。我们需要的是将社区广播与人们最迫切关注的问题联系起来,并确保人们在其发展权的背景下看待他们的问题。”这是一项关于印度社区广播(CR)有效性的研究,以及社区参与该计划的程度。通过检查选定指标的有效性,本研究旨在弥合广播员和受益者之间存在的知识差距。印度的社区广播电台被挑出来接受检查,目的是记录和分析它们自己的内部结构和财务状况。支持社区广播电台长期生存的一个重要因素是它所服务的人口数量,这反过来又以广告的形式吸引更多的收入,这反过来又提高了电台的可持续性。由于缺乏政策,尼泊尔广播电台根据其既定的使命和目标以及节目制作方式,自诩为“社区”或“商业”电台。
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引用次数: 0
Beauty and Personal Care Products Market Size, Share and Trend Analysis Report by Type (Conventional, Organic), by Product (Skin Care, Hair Care), by Distribution Channel, by Region and Segment Forecasts, 2022-2030 美容和个人护理产品市场规模,份额和趋势分析报告,按类型(传统,有机),按产品(护肤,护发),按分销渠道,按地区和细分市场预测,2022-2030
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.184
Archana Ainapure
The personal care and also the global beauty products in the market are increasing and expected to reach “USD 937.1 billion by 2030” and the organic and natural substitutes are establishing and attract the consumer and also make the awareness of using chemicals on the skin. In the coming years, the use of organic products will increase incredibly to the demands of the consumers. Beauty products are available in a variety that attracts people and influences them to purchase the products. It has been noticed that in the markets there are different types of beauty products everywhere and many new products are coming continuously. For several years it has been that various companies focused on this market and enhanced the options by launching new products. Multiple companies investing in beauty products and making new products for skin and body care that are in high demand. 
市场上的个人护理和全球美容产品正在增加,预计到2030年将达到“9371亿美元”,有机和天然替代品正在建立和吸引消费者,也使人们意识到在皮肤上使用化学物质。在未来几年,有机产品的使用将以惊人的速度增长,以满足消费者的需求。美容产品的种类繁多,吸引人们并影响他们购买产品。人们已经注意到,在市场上到处都是不同类型的美容产品,许多新产品不断涌现。几年来,各种各样的公司都在关注这个市场,并通过推出新产品来增加选择。多家公司投资于美容产品,并生产高需求的皮肤和身体护理新产品。
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引用次数: 1
System State Estimation Using Weighted Least Square Method 基于加权最小二乘法的系统状态估计
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.276
Mohmadishak Sheikh, Chetan Sheth
State estimation is an essential part of every energy control management system. Accurate estimation of state or operating state is essential for security control and monitoring of power systems. Power system state estimation is a procedure to estimate true state from the inexact state of a power system. The conventional state estimator provides estimates of the power system states, i.e., bus voltages and angles which is obtained. State estimation is a computational technique for electrical power system.  It empowers the calculation of the power flows of the electrical power system which are not observed or not directly measured. State estimation is a computer program that detects, isolate and eliminate the incorrect or bad measurement data and estimates the accurate state. The magnitudes of bus voltage and phase angle are the states variables for an electrical power system. This paper outlines Weighted Least Square (WLS) estimation techniques and simulated estimation for standard IEEE systems.
状态估计是每一个能源控制管理系统的重要组成部分。准确估计电力系统的状态或运行状态对电力系统的安全控制和监测至关重要。电力系统状态估计是指从电力系统的不精确状态估计出电力系统的真实状态的过程。传统的状态估计器提供了电力系统状态的估计,即母线电压和角度。状态估计是电力系统的一种计算技术。它使计算电力系统中无法观察到或无法直接测量的功率流成为可能。状态估计是一种检测、隔离和消除不正确或不良的测量数据并估计准确状态的计算机程序。母线电压和相角的大小是电力系统的状态变量。本文概述了加权最小二乘估计技术及其在标准IEEE系统中的仿真估计。
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引用次数: 0
The Impact of Public Service Advertising: Social Development or Social Change through Development Communication: Strategic Communication through Corporate Lobbying: An Analysis of the Changing Dynamics from Print to Digital Media 公益广告的影响:通过发展传播实现社会发展还是社会变革:通过企业游说实现战略传播:从纸媒到数字媒体的动态变化分析
Pub Date : 2023-02-18 DOI: 10.52783/cienceng.v11i1.302
Shyamali Banerjee
The term 'public service advertising', although familiar to all of us, has never been exposed to critical analysis in India till 2000 onwards as the growing popularity and inescapability of media messages through advertising has reached to a crescendo during the times of a transition from one-dimensional print media to digital media. And in this process of change-over, the intent of 'public service' which means to mobilize the public to take action for a common goal or objective, has got affected. Public service advertising with all ennobled and embellished connotations, catalyzing social change or transformation is nothing new. However, the problem arises when under the garb of 'public service' the centers of power, media elites or communication strategists, try to propagate their own world views through constantly bombarded different social media platforms, the grey areas of borderline between public service or public good and personal interest and personal benefit get obliterated. This research study will try to highlight the issues of propagandist intent of public service advertising and how the ideals of social change or social development through development communication strategies is taking a drastic turn towards forging a mass consensus on false assertion and fake identity. The article has used quantitative analysis methodology to analyze the various understanding of the concept of 'public service advertising' and for that matter, social media platforms like YouTube, Instagram are used as its variables for analysis. The sample size used for this study is 150 respondents. The study has concluded from the detailed analysis that the alarming scenario of diluting the phenomena of 'public good or public service' has created a huge propensity towards creating a hegemony, ie, self-glorification or self propaganda and the 'social development' intent of the social messages or public service messages is getting diluted because of the growth of strategic communication interfaces or equipped professional elites working as political actors.
“公益广告”一词虽然对我们大家都很熟悉,但直到2000年印度才出现批判性的分析,因为在从一维印刷媒体向数字媒体过渡的时期,广告的日益普及和媒体信息的不可避免性达到了高潮。而在这个转变的过程中,“公共服务”的本意,即动员公众为一个共同的目标或目的而采取行动,受到了影响。公益广告具有各种高尚和美化的内涵,促进社会变革或转型并不是什么新鲜事。然而,当权力中心、媒体精英或传播战略家在“公共服务”的外衣下,试图通过不断轰炸的不同社交媒体平台来宣传自己的世界观时,问题就出现了,公共服务或公益与个人利益和个人利益之间界限的灰色地带被抹去了。本研究将试图强调公益广告的宣传意图问题,以及社会变革或社会发展的理想如何通过发展传播策略急剧转向在虚假主张和虚假身份上形成大众共识。本文使用定量分析方法来分析对“公益广告”概念的各种理解,并将YouTube, Instagram等社交媒体平台作为其变量进行分析。本研究的样本量为150名受访者。本研究通过详细分析得出结论,“公益”或“公共服务”现象被淡化的令人担忧的情况造成了巨大的霸权倾向,即自我美化或自我宣传,而社会信息或公共服务信息的“社会发展”意图正在被稀释,因为战略沟通界面的增长或装备专业精英作为政治行动者。
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引用次数: 0
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Proceeding International Conference on Science and Engineering
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