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2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)最新文献

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Deployment of Medibot in Medical Field 医疗机器人在医疗领域的部署
P. Reshmanth, P. Sushanth, Chowdary Yogitha, R. R., Aishwarya
During this pandemic situation most of the people's health are in the need of medicine and doctors suggestions to improve and protect their health. Also, have seen many such cases where many people have been infected by COVID. To reduce the physical contact and help the people from the spread of diseases the proposed methodology is to implement the medibot in hospitals. A medical bot is a Chatbot which uses NLP (Natural Language Processing) by text-format. The medibot is supported by AI and Deep Learning for Medical Diagnostics. The goal of the project is to create a medibot that overcomes the proposed methodology. There were many people who could not meet the doctors for simple problems such as cold and fever. To reduce these cases will implement the medibot. This medibot can communicate with the patients and understand the symptoms, it will also give them medicines.
在这种大流行的情况下,大多数人的健康需要药物和医生的建议来改善和保护他们的健康。此外,我们也看到了许多这样的病例,许多人感染了COVID。为了减少人们的身体接触,防止疾病的传播,建议在医院实施medibot。医疗机器人是一种通过文本格式使用NLP(自然语言处理)的聊天机器人。medibot由人工智能和医学诊断深度学习支持。该项目的目标是创建一个medibot来克服所提出的方法。有许多人因为感冒和发烧等简单的问题而不能去看医生。为了减少这些情况,将实现medibot。这个medibot可以和病人交流,了解症状,还会给他们开药。
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引用次数: 0
Research on Intelligent Online System of Art Design Based on Human-Computer Interaction and Visual Perception Technology 基于人机交互和视觉感知技术的艺术设计智能在线系统研究
Xinxin Yuan
This paper studies the intelligent online system of art design based on human-computer interaction and visual perception. By analyzing the impact of artificial intelligence on artistic design, it is demonstrated that under the promotion of concept and tool innovation, the Arduino development board is used as the system control processor, and it has a multi-function integrating gesture recognition technology, face recognition technology, and voice recognition technology. The control system is the development path of stylization and commercialization. This article analyzes the impact of artificial intelligence on art design, and demonstrates that the combination of artificial intelligence and art design can provide a more intelligent, stylized and commercialized development path for future art design, promoted by the innovation of ideas and tools.
本文研究了基于人机交互和视觉感知的艺术设计智能在线系统。通过分析人工智能对艺术设计的影响,论证在理念和工具创新的推动下,采用Arduino开发板作为系统控制处理器,具有集手势识别技术、人脸识别技术、语音识别技术于一体的多功能。控制系统是程式化、商品化的发展路径。本文分析了人工智能对艺术设计的影响,论证了人工智能与艺术设计的结合,可以在理念和工具的创新推动下,为未来的艺术设计提供更加智能化、风格化、商业化的发展路径。
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引用次数: 0
A Comprehensive Study on Passwordless Authentication 无密码认证的综合研究
Viral Parmar, Harshal A. Sanghvi, Riki H. Patel, A. Pandya
In the technology today, user-based authentication and password are now widely used in all information systems and services. Most of the university also uses this type of authentication method for many services, but the password is in danger. By providing a password-protected verification system for the most usable and secure organization. In the old days, the password was used as the best authentication system to prevent unauthorized access. Now the technology in the authentication system is growing day by day so that the password is changed to be more secure. However, the vulnerability of this traditional system has prompted the industry and researchers to find a new alternative where there is no threat such as theft, hacking and cracking passwords. This study discusses in more detail the key strategies for verifying the authenticity of a password in detail and sets out an attempt to explain details and process of each technology. The paper consists of an extensive review of the research conducted in past several years and this research study has presented a review of recent research works which are mainly conducted for improvising the security with the end to end encryption process.
在技术发达的今天,基于用户的认证和密码已广泛应用于所有信息系统和服务中。大多数大学也对许多服务使用这种类型的身份验证方法,但密码存在危险。通过提供一个密码保护的验证系统,为最可用和最安全的组织。在过去,密码被用作防止未经授权访问的最佳认证系统。现在,认证系统的技术日益发展,因此修改密码会更加安全。然而,这种传统系统的脆弱性促使业界和研究人员寻找一种新的替代方案,这种替代方案没有盗窃、黑客攻击和密码破解等威胁。本研究更详细地讨论了验证密码真实性的关键策略,并试图解释每种技术的细节和过程。本文对过去几年进行的研究进行了广泛的回顾,并对最近的研究工作进行了回顾,这些研究工作主要是为了提高端到端加密过程的安全性。
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引用次数: 8
Impact of Classification Algorithms on Cervical Cancer Dataset 分类算法对宫颈癌数据集的影响
N. Sangavi, V. R. Kiruthika, K. Premalatha
Recently, data mining has been used in wide range of domains to gain the knowledge from the insights present in the datasets. In medical field, Cancer is the most effective disease that has been spread across the world. Particularly, cervical cancer is a cancer that happens mostly in women. In order to analyze the symptoms most effectively and to prevent cancer, the analysis of cervical cancer in women has been done using classification algorithms such as neural network, decision tree, random forest, SVM and linear regression algorithm. Data preprocessing and feature selection has been done with the features present in the dataset. The performance of the classification algorithms has been measured by the performance measures such as accuracy specificity, sensitivity, recall and F-measure. Based on the confusion matrix values such as true positive, true negative, false positive and false negative values, the performance measures such as accuracy specificity, sensitivity, recall and F-measure has been calculated. The target variable of the cervical cancer dataset is whether the person affected by cervical cancer or not. The analysis of the cervical cancer has been done with models and based on the performance measure calculated for each models brings out the Random Forest as the best suited model with 80% accuracy among the other models.
最近,数据挖掘已经在广泛的领域中使用,以从数据集中呈现的见解中获得知识。在医学领域,癌症是最有效的疾病,已经蔓延到世界各地。特别是,宫颈癌是一种主要发生在女性身上的癌症。为了最有效地分析症状,预防癌症,使用神经网络、决策树、随机森林、支持向量机和线性回归算法等分类算法对女性宫颈癌进行了分析。利用数据集中存在的特征进行数据预处理和特征选择。通过准确性、特异性、灵敏度、召回率和f值等性能指标来衡量分类算法的性能。基于真阳性、真阴性、假阳性和假阴性等混淆矩阵值,计算出准确率、特异性、灵敏度、召回率和f测度等性能指标。子宫颈癌数据集的目标变量是人是否患子宫颈癌。对宫颈癌的分析已经用模型完成了,基于对每个模型计算的性能度量,随机森林是最适合的模型,在其他模型中准确率为80%。
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引用次数: 0
Change Detection & Flood Water Mapping from Remotely Sensed Images- A survey 遥感图像变化检测与洪水制图-综述
Divya V Chandran, J. Anitha
Normal peculiarities and human activities change the earth's surface consistently. There exists a requirement for concentrating on the progressions that occur. Change detection is the process of recognising the progressions that have happened over various occasions because of many reasons. It has got great importance in remote sensing, land use - land cover change detection, monitoring the various environmental changes such as due to flood, natural disasters, etc. The primary goal of this paper is to investigate the various methodologies in change detection because of floods and various difficulties andissues confronted. The change detection techniques have been created over years and still, investigators are done to work on the accuracy and execution of the framework. These can be applied to multi-temporal datasets to analyze the temporal changes in a particular area.
正常的特性和人类活动不断地改变着地球表面。有一个要求是专注于所发生的进展。变化检测是识别由于多种原因而在不同场合发生的进展的过程。它在遥感、土地利用-土地覆被变化检测、洪水、自然灾害等各种环境变化监测等方面具有重要意义。本文的主要目标是研究洪水变化检测的各种方法以及所面临的各种困难和问题。变更检测技术已经创建了多年,但仍有研究人员致力于框架的准确性和执行。这些可以应用于多时间数据集来分析特定区域的时间变化。
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引用次数: 0
Node Localization Techniques in Underwater Sensor Networks 水下传感器网络中的节点定位技术
B. H. Yogeshwary, K. S. Shivaprakasha, N. Yashwanth
The localization of non-localized sensor nodes is considered as a vital task in underwater communication, as it functions as the basic building block for several other capabilities, including tracking underwater nodes, coordinating the movements of an array of nodes and locating the underwater targets. Moreover, the localization also plays a key role in optimizing the medium access and routing protocols that facilitates the successful execution of Georouting, which in turn helps to get useful location-aware data. However, the localization is not an easy task as it faces several challenges, such as displacement of sensor nodes by water currents, multipath interference, high propagation delay, and fluctuations in the amplitude, etc. Another major challenge is the accurate determination of sensor node's 3D position coordinates in actual water environment. In this paper an attempt has been made in studying various approaches of existing localization and deployment techniques.
非局部传感器节点的定位被认为是水下通信中的一项重要任务,因为它是水下通信中跟踪水下节点、协调一组节点运动和定位水下目标等其他功能的基本组成部分。此外,本地化在优化介质访问和路由协议方面也起着关键作用,从而促进Georouting的成功执行,从而有助于获得有用的位置感知数据。然而,定位并不是一件容易的事情,因为它面临着一些挑战,如传感器节点被水流位移、多径干扰、高传播延迟和幅度波动等。另一个主要挑战是在实际水环境中准确确定传感器节点的三维位置坐标。本文尝试对现有的定位和部署技术的各种方法进行了研究。
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引用次数: 1
Artificial Intelligence-Based Binary Game Modeling of Cross-Border E-Commerce to Air Cargo Industry 基于人工智能的跨境电子商务航空货运业二元博弈建模
Z. Zhao
Based on the analysis of my country's cross-border e-commerce air freight industry, for cross-border e-commerce air freight based on cross-border e-commerce platforms, the dual game theory is used to analyze the cross-border e-commerce platforms, logistics service providers and logistics service providers in the alliance. During the dynamic game process between merchants, a binary game model of the three under different strategies is constructed, and the dynamic game of the three-party strategy selection is simulated and analyzed in combination with system dynamics. The results show that during the operation of the alliance: all participants will eventually reach an equilibrium state of “platform supervision, logistics enterprise efforts, and merchant participation”, and the state based on artificial intelligence will increase by 7.3%.
在对我国跨境电商航空货运业进行分析的基础上,针对基于跨境电商平台的跨境电商航空货运,运用双重博弈理论对联盟中的跨境电商平台、物流服务商和物流服务商进行了分析。在商家之间的动态博弈过程中,构建了三方在不同策略下的二元博弈模型,并结合系统动力学对三方策略选择的动态博弈进行了仿真分析。结果表明,联盟运行过程中:所有参与者最终将达到“平台监管、物流企业努力、商家参与”的均衡状态,基于人工智能的状态将增长7.3%。
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引用次数: 0
Recent Trends and Challenges of Diverless Vehicles in Real World Application 无潜水器在实际应用中的最新趋势和挑战
Tanuj Manglani, Rimma Rani, Rajkumar Kaushik, Prasang Kumar Singh
Different countries have mostly been missing in recent conversations about AI-powered autonomous autos. Several worldwide polls and other research on the acceptability, popularity, and trust in autonomous cars were also eliminated. Accordingly, this is in view of its many advantages, such as the reduction of road accidents, the implementation of an efficient car sharing and transportation system, and precise navigation without regard to distractions. In certain circumstances, self driving technology may be used in commercial vehicles as well as passenger cars, as they improve in sophistication and accessibility. Extreme and unexpected situations, including their moral dimensions, will be handled by technology in the future. Human mistake or omission is considered to be the primary cause of most road accidents. These incidents are expected to decrease as autonomous technology become more widely available gravity, but the limited tests that are now available have not been able to properly prove underlie the problem at hand. Vehicle automation is on the rise, and this development will have far-reaching consequences for society, auto industry companies, since mechatronics will not only be a complementing component but also it's an essential aspect of the vehicle business.
在最近关于人工智能自动驾驶汽车的讨论中,不同的国家大多被忽略了。几项关于自动驾驶汽车可接受性、受欢迎程度和信任度的全球调查和其他研究也被取消了。因此,鉴于它的许多优点,例如减少道路事故,实现高效的汽车共享和运输系统,以及不考虑干扰的精确导航。在某些情况下,自动驾驶技术可以用于商用车和乘用车,因为它们在复杂性和可访问性方面有所提高。极端和意外的情况,包括它们的道德层面,将在未来由技术来处理。人为的错误或疏忽被认为是大多数交通事故的主要原因。随着自动驾驶技术的广泛应用,这些事故预计会减少,但目前可用的有限测试还无法正确证明当前问题的根源。汽车自动化正在兴起,这一发展将对社会和汽车工业公司产生深远的影响,因为机电一体化不仅是一个互补的组成部分,而且是汽车业务的一个重要方面。
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引用次数: 5
Comparison and Evaluation of Studies on Precision Medicine using AI 基于人工智能的精准医疗研究比较与评价
Y.Lakshmi Kamala, K. Rao, B. Josephine
Precision medicine is a therapeutic idea that advocates tailoring treatment to a specific group of individuals rather than a one-size-fits-all approach. Artificial intelligence provides insights through advanced processing and reasoning, allowing the device to reason and learn while also assisting physicians in their outcomes. Precision medicine helps to cure critical diseases like Cancer, Cardiovascular diseases, Covid-19, and etc. This review paper aims on discussing how Artificial intelligence techniques in diagnosing critical diseases and how AI is helpful to patients and clinicians by using different methodologies.
精准医疗是一种治疗理念,提倡针对特定人群进行量身定制的治疗,而不是一刀切的方法。人工智能通过先进的处理和推理提供见解,使设备能够推理和学习,同时帮助医生取得结果。精准医疗有助于治疗癌症、心血管疾病、新冠肺炎等危重疾病。这篇综述文章旨在讨论人工智能技术如何诊断危重疾病,以及人工智能如何通过不同的方法帮助患者和临床医生。
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引用次数: 1
Recent Privacy and Security Issues in Internet of Things Network Layer: A Systematic Review 物联网网络层隐私与安全研究进展综述
M. Alam, F. Reegu, A. A. Dar, W. A. Bhat
Described as the Internet of Things, this pioneering breakthrough links everything from sensors to automobiles to hospitals to businesses and customers all over the world through the use of a global network of computer networks. Smart cities, smart houses, smart agriculture and a smart planet have all been produced as a result of this type of construction. Since there are so many things involved in this system-devices, link layer technologies, and services-creating an Internet of Things system is quite difficult. Devices that can exchange data and communicate with one other are referred to as “Internet of Things” devices. By utilizing this technology, two or more devices may connect with one another through the internet. Smart gadgets have accelerated the growth of the Internet of Things. Smart devices, such as sensors and grids, are being used by an increasing wide range of businesses for the collecting and processing of data. As more and more IoT devices are being deployed, consumers are at greater danger of being hacked. Network layer security issues linked with IoT are examined in detail in this article. It also examines and analyses current network-layer IoT security concerns and threats, as well as mitigation strategies and counter measures.
这种开创性的突破被称为物联网,通过使用全球计算机网络将传感器、汽车、医院、企业和世界各地的客户联系起来。智能城市、智能住宅、智能农业和智能地球都是这种建筑的结果。由于这个系统中涉及到如此多的东西——设备、链路层技术和服务——创建一个物联网系统相当困难。能够相互交换数据和通信的设备被称为“物联网”设备。利用这项技术,两个或多个设备可以通过互联网相互连接。智能设备加速了物联网的发展。智能设备,如传感器和电网,正被越来越多的企业用于收集和处理数据。随着越来越多的物联网设备被部署,消费者面临更大的被黑客攻击的危险。本文将详细讨论与物联网相关的网络层安全问题。它还检查和分析了当前的网络层物联网安全问题和威胁,以及缓解策略和应对措施。
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引用次数: 2
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2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS)
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