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COMPUTER NETWORKS 计算机网络
Pub Date : 2023-04-16 DOI: 10.55041/isjem00277
B. S
Computer networks are essential components of modern computing systems. They allow computers to communicate with each other and access shared resources, such as databases and file servers. This paper examines the different types of computer networks, their components, and how they interact. It also discusses the various protocols used for communication and how they are used to establish reliable network connections. Finally, the paper concludes with a discussion of the importance of network security and the potential risks associated with computer networks. Computer networking refers to the interconnection of multiple devices and computers with the help of communication channels such as cables, routers, switches, and other network devices. It enables devices to communicate and share information with each other, which in turn facilitates data exchange and collaboration between individuals and organizations.The purpose of computer networking is to establish a communication infrastructure that can transmit data between devices and users in a secure, efficient, and reliable manner. This involves the use of protocols, algorithms, and network technologies that ensure seamless communication between devices regardless of their location. KEYWORDS: Computer Networks, Network Protocols, Network Security, Potential Risks
计算机网络是现代计算机系统的重要组成部分。它们允许计算机相互通信并访问共享资源,如数据库和文件服务器。本文研究了不同类型的计算机网络,它们的组成部分,以及它们是如何相互作用的。它还讨论了用于通信的各种协议,以及如何使用它们来建立可靠的网络连接。最后,本文讨论了网络安全的重要性以及与计算机网络相关的潜在风险。计算机网络是指多台设备和计算机借助通信通道(如电缆、路由器、交换机等网络设备)相互连接。它使设备能够相互通信和共享信息,从而促进个人和组织之间的数据交换和协作。计算机网络的目的是建立一种通信基础设施,可以在设备和用户之间以安全、高效和可靠的方式传输数据。这涉及到协议、算法和网络技术的使用,以确保设备之间的无缝通信,而不管它们位于何处。关键词:计算机网络,网络协议,网络安全,潜在风险
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引用次数: 0
Detection of Phishing Websites Based on Extreme Machine Learning 基于极限机器学习的钓鱼网站检测
Pub Date : 2023-04-16 DOI: 10.55041/isjem00384
M. Lakshmi
Phishing sites which expects to take the victims confidential data by diverting them to surf a fake website page that resembles a honest to goodness one is another type of criminal acts through the internet and its one of the especially concerns toward numerous areas including e-managing an account and retailing. Phishing site detection is truly an unpredictable and element issue including numerous components and criteria that are not stable. On account of the last and in addition ambiguities in arranging sites because of the intelligent procedures programmers are utilizing, some keen proactive strategies can be helpful and powerful tools can be utilized, for example, fuzzy, neural system and data mining methods can be a successful mechanism in distinguishing phishing sites. Keyword: - Extreme Learning Machine, Features Classification, Information Security, Phishing.
网络钓鱼网站通过引诱受害者浏览一个类似于诚实善良的虚假网站页面来获取受害者的机密数据,这是通过互联网进行的另一种犯罪行为,它是电子账户管理和零售等许多领域特别关注的问题之一。网络钓鱼网站检测确实是一个不可预测的问题,包括许多不稳定的组件和标准。由于程序员所使用的智能程序在安排站点时存在歧义,因此可以使用一些敏锐的主动策略和强大的工具,例如模糊、神经系统和数据挖掘方法可以作为识别网络钓鱼站点的成功机制。关键词:极限学习机,特征分类,信息安全,网络钓鱼。
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引用次数: 0
INTERACTIVE ARTIFICIAL INTELLIGENCE 交互式人工智能
Pub Date : 2023-04-16 DOI: 10.55041/isjem00281
M. M
Interactive AI is a field of artificial intelligence that allows computers to interact with humans in a natural and intuitive way. This technology uses machine learning algorithms to interpret and respond to voice, facial expressions, and other forms of input. Interactive AI has numerous applications in various fields, including natural language processing, computer vision, robotics, and virtual reality. It can be used to create more natural and intuitive user interfaces and to automate tedious tasks.However, the implementation of interactive AI also comes with challenges and opportunities. One of the primary challenges is the need for significant resources and expertise to develop and deploy this technology. In addition, there are concerns about privacy and security, as well as the potential for bias and discrimination in the algorithms. Despite these challenges, there are also significant opportunities associated with interactive AI. This technology has the potential to revolutionize the way we interact with computers, making them more user- friendly and efficient. It can also lead to the development of new products and services, and improve the overall user experience.To fully unlock the potential of interactive AI, further research is needed to address these challenges and ensure that the technology is developed in an ethical and responsible manner. This includes developing algorithms that are transparent and unbiased, ensuring that user data is protected and secure, and promoting diversity and inclusivity in the development process. Overall, interactive AI has the potential to transform numerous industries and enhance human-computer interactions, making it a field with great promise for the future International Scientific Journal of Engineering and Management ISSN: 2583-6129 Volume: 02 Issue: 04 | April – 2023 DOI: 10.55041/ISJEM00281 www.isjem.com An International Scholarly || Multidisciplinary || Open Access || Indexing in all major Database & Metadata © 2023, ISJEM (All Rights Reserved) | www.isjem.com | Page 2 KEYWORDS: Interactive AI, Artificial Intelligence, Machine Learning, Natural Language Processing, Computer Vision
交互式人工智能是人工智能的一个领域,它允许计算机以自然和直观的方式与人类互动。这项技术使用机器学习算法来解释和响应声音、面部表情和其他形式的输入。交互式人工智能在各个领域都有许多应用,包括自然语言处理、计算机视觉、机器人和虚拟现实。它可以用来创建更自然和直观的用户界面,并自动执行繁琐的任务。然而,交互式人工智能的实施也伴随着挑战和机遇。主要挑战之一是需要大量资源和专业知识来开发和部署该技术。此外,人们还担心隐私和安全问题,以及算法中存在偏见和歧视的可能性。尽管存在这些挑战,但交互式人工智能也存在重大机遇。这项技术有可能彻底改变我们与计算机交互的方式,使它们更加用户友好和高效。它还可以导致新产品和服务的开发,并改善整体用户体验。为了充分释放交互式人工智能的潜力,需要进一步研究以应对这些挑战,并确保以道德和负责任的方式开发该技术。这包括开发透明和公正的算法,确保用户数据得到保护和安全,并促进开发过程中的多样性和包容性。总体而言,交互式人工智能具有改变众多行业和增强人机交互的潜力,使其成为未来国际工程与管理科学杂志ISSN: 2583-6129卷:02期:04 |四月- 2023 DOI:10.55041/ISJEM00281 www.isjem.com国际学术||多学科||开放获取||主要数据库和元数据索引©2023,ISJEM(所有权利保留)| www.isjem.com |第2页关键词:交互式人工智能,人工智能,机器学习,自然语言处理,计算机视觉
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引用次数: 0
Applications and Potential of Artificial Intelligence in Structural Engineering 人工智能在结构工程中的应用与潜力
Pub Date : 2023-04-16 DOI: 10.55041/isjem00353
R. Pallavi, Y. H. Sudeep
This review article discusses the various applications of artificial intelligence (AI) in structural engineering. The paper presents a comprehensive overview of the latest research in AI and its use in prediction, risk analysis, decision-making, resources optimization, classification and selection, construction, maintenance, and management of structural engineering problems. The review highlights the significant benefits of using AI, including improved accuracy, efficiency, and cost-effectiveness, compared to conventional methods. It also discusses the limitations and challenges associated with AI in structural engineering and future directions for research. The paper concludes that AI has enormous potential in structural engineering and will transform the field in the coming years. Key Words: artificial intelligence, structural engineering, prediction, resources optimization, construction, maintenance.
本文综述了人工智能在结构工程中的各种应用。本文全面综述了人工智能的最新研究进展,以及人工智能在结构工程问题的预测、风险分析、决策、资源优化、分类选择、施工、维护和管理中的应用。该综述强调了与传统方法相比,使用人工智能的显著好处,包括提高准确性、效率和成本效益。它还讨论了人工智能在结构工程中的局限性和挑战,以及未来的研究方向。本文认为,人工智能在结构工程领域具有巨大的潜力,并将在未来几年改变这一领域。关键词:人工智能,结构工程,预测,资源优化,施工,维护
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引用次数: 1
POTATO DISEASE CLASSIFICATION USING GRADIENT BOOSTING 利用梯度助推法进行马铃薯病害分类
Pub Date : 2023-04-16 DOI: 10.55041/isjem00396
Dr.B.SELVA Priya, Dr.S.MARUTHU Perumal
Potatoes are one of the widely consumed foods throughout the world. Usage of potatoes increases day by day. India is the second largest country in producing potatoes. It is good if we predict the disease earlier. By this wastage of potatoes decreases. Most of the potato disease can be predicted based on condition of leaf. Potato disease are of 2 types – Early blight and Late blight. Dataset is taken from Kaggle website which contains 2000 pictures of healthy and unhealthy potato’s leaf. The dataset contains three classes, two disease classes and one healthy potato class. Models are trained by different train-test splits to understand better and get accurate results. To test performance of the data Applied Accuracy Precision, Recall, F1 score and ROC/AUC curve are used. By using Gradient Boosting approach results are better even for mostly effected leaf.
土豆是世界上广泛食用的食物之一。马铃薯的使用量日益增加。印度是世界第二大土豆生产国。如果我们能早一点预测这种疾病就好了。这样土豆的浪费就减少了。马铃薯病害大多可根据叶片状况进行预测。马铃薯病害有早疫病和晚疫病两种。数据集取自Kaggle网站,其中包含2000张健康和不健康土豆叶片的图片。该数据集包含三个类别,两个疾病类别和一个健康马铃薯类别。通过不同的训练-测试分割来训练模型,以便更好地理解并获得准确的结果。为了检验数据的性能,使用了应用精度、召回率、F1分数和ROC/AUC曲线。通过使用梯度增强方法,即使对于大多数受影响的叶子,结果也更好。
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引用次数: 0
VEHICLE BREAKDOWN ASSISTANCE MANAGEMENT SYSTEM 车辆故障辅助管理系统
Pub Date : 2023-04-16 DOI: 10.55041/isjem00330
Mrs.Suguna Angamuthu
Daily travel has become a common occurrence for everyone. We utilise many sorts of vehicles for transportation. A machine is not supposed to last forever, and due to regular use and testing under varied situations, it is bound to experience malfunctions of some form. Several malfunctions can be fixed on the spot by the user. When a vehicle breaks down on the road, many individuals have trouble finding help. These issues served as the impetus for the creation of this project, which would assist those in need when their vehicle breaks down on a road. The goal is to create a Django application that will enable users to access nearby resources and request assistance through the application. Keywords :malfunctions, Django application, assistance
日常旅行对每个人来说都是司空见惯的事。我们使用多种交通工具进行运输。一台机器不应该永远使用,由于在各种情况下经常使用和测试,它必然会遇到某种形式的故障。一些故障可由用户当场修复。当一辆车在路上抛锚时,许多人很难找到帮助。这些问题推动了这个项目的建立,当车辆在路上抛锚时,这个项目将帮助那些有需要的人。我们的目标是创建一个Django应用程序,使用户能够访问附近的资源并通过应用程序请求帮助。关键词:故障,Django应用,协助
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引用次数: 0
RAILWAY TRACK MONITORING SYSTEM 铁路轨道监控系统
Pub Date : 2023-04-16 DOI: 10.55041/isjem00328
Isjem Journal
In India rail transport occupies a prominent position in providing the necessary transport infrastructure to sustain. needs of a rapidly growing economy. Today, India possesses the fourth largest railway network in the world. However, in terms of the reliability and safety parameters, we have not yet reached truly global standards. The main problem about a railway analysis is detection of cracks in the structure. If these deficiencies are not controlled at early stages, they might lead to a number of derailments resulting in a heavy loss of life and property. This system proposes a cost-effective solution to the problem of railway track crack detection utilizing IR (Slot sensor) assembly tracks the exact location of faulty track which then mended immediately so that many lives will be saved Key Words: Slot sensor, IR Transmitter and IR Receiver, light, lasers,
在印度,铁路运输在提供必要的运输基础设施方面占有突出地位。经济快速增长的需要。今天,印度拥有世界第四大铁路网。然而,在可靠性和安全性参数方面,我们还没有达到真正的全球标准。铁路结构分析的主要问题是结构裂缝的检测。如果在早期阶段不控制这些缺陷,它们可能导致一些脱轨,造成重大的生命和财产损失。该系统提出了一种具有成本效益的解决方案铁路轨道裂缝检测的问题,利用红外传感器(槽)装配跟踪错误的确切位置跟踪然后立即修好这将挽救许多生命关键词:位置传感器,红外发射器和红外接收器,光,激光,
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引用次数: 0
STARTUPS AND THEIR CONTRIBUTION TOWARDS THE GROWTH OF INDIAN ECONOMY 创业公司及其对印度经济增长的贡献
Pub Date : 2023-04-16 DOI: 10.55041/isjem00407
Megha Kukreja, Dr. Priya Makhija
With an estimated 26,000 startups, India is the third largest startup ecosystem in the world and has seen consolidated inflows of over $36 billion in the last three years, with 26 "unicorns" - startups valued at over $1 billion. The paper is intended to present an analysis of new theories regarding the startups and their contribution to the growth of the Indian economy and to promote new concepts. For ages, different startups have been a subject of much debate and deliberation and how it’s contribution towards the growth of the Indian economy evoked different responses from followers. This section centers on the main startup, The Hammerlock company with significant styles free enterprise, value-based and ground-breaking ideas, and their relationship to achieve the initiative results (additional work, viability, and fulfilment). We at hammerlock bring tomorrow's technology into your hands by providing you with infrared heat-resistant glassware, made of highly durable materials. Providing customer convenience while delivering a flexible style to the product, this unique container helps determine the temperature of the on-screen, integrated products (or in the app available to both Android and iOS users) while providing incredible durability with aesthetic and style. In recent years, due to factors such as massive funding, consolidation activities, evolving technologies, and a burgeoning domestic market, the Indian startup ecosystem has taken off and become a real success. Figures suggest that the number of startups will increase from 3,100 in 2014 to more than 11,500 in 2020 - this is certainly not a passing trend. It's a revolution. And it'll change the way markets work in India today. The complexity of managing the diversity of thought, process and people in India is well known. Startup Indians' plan is to thrive in an ocean of change in mindset and thinking. It gives momentum to the wings of the unstoppable Indian. The world is struggling to avoid another meltdown.
据估计,印度拥有2.6万家初创企业,是全球第三大创业生态系统,在过去三年里,印度的综合资金流入超过360亿美元,其中有26家“独角兽”——估值超过10亿美元的初创企业。本文旨在分析关于创业公司及其对印度经济增长的贡献的新理论,并推广新概念。多年来,不同的创业公司一直是争论和思考的主题,它们对印度经济增长的贡献如何引起了追随者的不同反应。这部分集中在主要的创业公司,Hammerlock公司,具有显著的风格自由企业,基于价值和突破性的想法,以及它们实现主动性结果的关系(额外的工作,可行性和实现)。我们在锤锁带来明天的技术,为您提供红外耐热玻璃器皿,由高度耐用的材料制成。这种独特的容器为客户提供方便,同时为产品提供灵活的风格,有助于确定屏幕上的温度,集成产品(或在Android和iOS用户可用的应用程序中),同时提供令人难以置信的耐用性和美学风格。近年来,由于大量资金、整合活动、不断发展的技术以及蓬勃发展的国内市场等因素,印度的创业生态系统已经起飞并取得了真正的成功。数据显示,创业公司的数量将从2014年的3100家增加到2020年的11500多家——这当然不是一个转瞬即逝的趋势。这是一场革命。它将改变当今印度市场的运作方式。在印度,管理思想、流程和人员多样性的复杂性是众所周知的。印度创业公司的计划是在心态和思维变化的海洋中茁壮成长。它为势不可挡的印度人的翅膀提供了动力。世界正在努力避免另一场危机。
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引用次数: 0
ACCIDENT DETECTION SENSOR 事故探测传感器
Pub Date : 2023-04-16 DOI: 10.55041/isjem00366
Baisakhi D, Accamma Cg
The accidents and the accident injuries in the world is increasing in our day today life so there must be good and efficfient control for the safety of human life violation of traffic rules drunk driving, careless driving are some causes of road accidents as we know we cannot stop the accidents but we can reduce the accidents by some precautionary measures. Road accidents are the most unwanted thing to happen to a road user, though they happen quite often. The most unfortunate thing is that we don’t learn from our mistakes on the road. Most of the road users are quite well aware of the general rules and safety measures while using roads but it is only the laxity on part of road users, which causes accidents and crashes.
世界上的事故和事故伤害在我们今天的生活中越来越多,所以必须对人类生命安全进行良好有效的控制,违反交通规则,酒后驾驶,粗心驾驶是造成道路交通事故的一些原因,因为我们知道我们不能阻止事故,但我们可以通过一些预防措施减少事故。道路交通事故是道路使用者最不希望发生的事情,尽管它们经常发生。最不幸的是,我们没有从错误中吸取教训。大多数道路使用者在使用道路时都非常清楚一般的规则和安全措施,但只是部分道路使用者的疏忽,才导致意外和撞车。
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引用次数: 0
QUANTUM COMPUTING 量子计算
Pub Date : 2023-04-16 DOI: 10.55041/isjem00323
S. R.
Quantum computing is a revolutionary technology that has been the focus of much research due to its potential to revolutionize computing power. This paper will discuss the potential of quantum computing, its applications, and the challenges that remain. The paper will also discuss the current state of quantum computing, and potential future developments. Finally, this paper will explore the implications of quantum computing for the world of computing. KEYWORDS: Quantum computing, applications, challenges, current state.
量子计算是一项革命性的技术,由于其革命性的计算能力的潜力,它一直是许多研究的焦点。本文将讨论量子计算的潜力,其应用以及仍然存在的挑战。本文还将讨论量子计算的现状和潜在的未来发展。最后,本文将探讨量子计算对计算世界的影响。关键词:量子计算,应用,挑战,现状
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引用次数: 0
期刊
International Scientific Journal of Engineering and Management
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