2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)最新文献_第9页

A DNN is Programmed Prediction Scholarly Accomplishment 深度神经网络是程序化的预测学术成就

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047123

Mizan Ali Khan, H. Kaur

{"title":"A DNN is Programmed Prediction Scholarly Accomplishment","authors":"Mizan Ali Khan, H. Kaur","doi":"10.1109/SMART55829.2022.10047123","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047123","url":null,"abstract":"Predicting student behavior and achievement in the present educational system is becoming more challenging. If we are able to forecast student performance in the past, it will be easier for both students and their teachers to monitor their progress and activities. Nowadays, the continuous assessment approach has been implemented by several colleges all around the world. Such technologies are helpful to students in raising their grades and performance, as well as to instructors in assessing the pupils and concentrating on those who exhibit poor performance. This assessment system's primary purpose is to assist all normal students and teachers. Artificial Neural Networks (ANN) have recently seen widespread and successful implementations in a wide range of data mining methods and applications, and are frequently far superior to other classifiers, whether they be machine learning representations and others like training algorithm, stochastic gradient descent, or minibatch. In light of educational data mining, the purpose of this article is to determine if artificial neural networks (ANN) are an effective predictive classifier to forecast students' performance using a dataset from a learning system. On this dataset of LMS, we will evaluate the performance of neural networks to that of several other classifiers in order to assess their applicability. Support Vector Machine (SVM) is one of these classifiers.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133234637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

A Graph Database-Based Method for Network Log File Analysis 基于图数据库的网络日志文件分析方法

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047250

K. Sharma, Arvind Kumar

引用次数: 0

“Secure Architecture for Providing Data Authenticity in IoT Enabled Devices” “在物联网设备中提供数据真实性的安全架构”

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047067

Shivangi, Gulishta Khan, S. Ninoria

引用次数: 0

Using Machine Learning for Industry 5.0 Efficiency Prediction Based on Security and Proposing Models to Enhance Efficiency 基于安全性的工业5.0效率预测中使用机器学习并提出模型以提高效率

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047387

P. Pant, A. Rajawat, S. B. Goyal, Deepmala Singh, Neagu Bogdan Constantin, M. Răboacă, C. Verma

{"title":"Using Machine Learning for Industry 5.0 Efficiency Prediction Based on Security and Proposing Models to Enhance Efficiency","authors":"P. Pant, A. Rajawat, S. B. Goyal, Deepmala Singh, Neagu Bogdan Constantin, M. Răboacă, C. Verma","doi":"10.1109/SMART55829.2022.10047387","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047387","url":null,"abstract":"Machine learning, with its huge untapped potential, is being researched all over the world to develop truly intelligent systems. Its applications are not enclosed in just one domain but in almost everything, from prediction models, recommender systems, and anomaly detection to automation and teaching a computer how to fly a helicopter. In this research, Multivariate Linear regression of supervised machine learning is studied to predict the efficiency of Industry 5.0, however, the efficiency of the model would be dependent on many factors and components such as security protocols and models, Industrial IoT - performance, connectivity, reachability, availability and many more. These factors and components would be categorized as the features of the algorithm which would be assigned weight ‘w’ and bias ‘b’. To improve the efficiency of the model, these components could be changed and updated in order to enhance the overall model. Previous research papers discussed the integration of “hot” technologies like 5G, Blockchain, AI, and IIoT in the industry 5.0 model, but this research is presented as their future work as it proposes to determine the efficiency of the model based on the features provided so that ultimate and optimal model could be determined. Later it proposes security and IIoT models that could improve the overall Industry 5.0. Quorum blockchain is proposed by the research in order to implement the ultimate security in the Industry 5.0.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"214 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131605548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Advanced IoT Home Automation using ThingSpeak and Google Assistant IoT Platform 使用ThingSpeak和Google Assistant物联网平台的高级物联网家庭自动化

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047017

P. Tyagi, Rajesh Singh, M. Kalyan Chakravarthi, Prabhdeep Singh, A. P., Ch. Raghava Prasad

引用次数: 0

An Intensive Analysis of Recent Trends of Block Chain Technology in the Role of Development in the Healthcare Sector 区块链技术在医疗保健行业发展中的作用的最新趋势的深入分析

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047286

Merin Thomas, V. Karunakaran

{"title":"An Intensive Analysis of Recent Trends of Block Chain Technology in the Role of Development in the Healthcare Sector","authors":"Merin Thomas, V. Karunakaran","doi":"10.1109/SMART55829.2022.10047286","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047286","url":null,"abstract":"The efficacy of the block chain will be examined in this report to provide more context. Here, the synchronisation of records' information depending on several treatment layers will be shown. This study tries to give succinct overview of the block chain and how it influences an extensive literature assessment on the subject. To apply a fundamental concept of block - chain, pros and cons of block chain technology in the healthcare field will be shown. Utilizing block chain technology, many problems in medical groups may be avoided by comprehending incorporated components. We have seen quality standards processes in the healthcare industry as a result of block chain technology. The literature component of it will outline the whole healthcare and its operations. It may be concluded that block chain technology is seen as a realistic objective in the medical field by performing a thorough evaluation of publications and magazines that have undergone evaluation. Some of the biggest goals for blockchain in the health care field are reportedly accountability and accountability. This essay will provide priceless insights on the subject that will alter how people see block chain technology. in general. The apparent originality of this subject will be discussed for further evaluation, which will link readers to helpful sources. This study will demonstrate how health care workers may look at many facets of information infrastructure based on block chains. For the purpose of supporting the methodology selected for this research paper, a survey will be conducted.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122500828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Autonomous Military Robot using IoT for Covert Operations and Multiutility Computing 使用物联网进行隐蔽行动和多用途计算的自主军事机器人

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047025

Anshuman Singh, Jagdeep Kaur Walia

{"title":"Autonomous Military Robot using IoT for Covert Operations and Multiutility Computing","authors":"Anshuman Singh, Jagdeep Kaur Walia","doi":"10.1109/SMART55829.2022.10047025","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10047025","url":null,"abstract":"Scientists are now intrigued by top, and the growth in human requirements has inspired both scientists and students to create new automated technologies. This essay may aid in understanding how the field of autonomous car technology is evolving. Their performance and usability have improved as a result of technological advancements and updates. The interaction between the autonomous vehicles or equipment is the most important necessity. Additionally, the Indian government is focusing a significant amount of money on military development. This research focuses on a connection mechanism between a wireless router bot that is perfect to the point that connecting does not provide a challenge. To do this, transceivers for data connection linking the games console to the car would have been set up on the Raspberry Binding protein relays (bot). Wi-fi connectors will serve as transmitting transmitters or extensions in this program to increase the connection and range of a far-off car. With using this connection, the robot could quickly send data to the patient's computer so that biometrics can be used to record a live broadcast. This project makes advantage of cutting-edge studies on types of networks and interconnection methods in IOT devices. The transmission method increases the chatbot's interaction with the user by deploying more relay bots, ensures that data transmission is untraceable, and widens the range of remote connections. Barriers and any suspicious behavior may be quickly recognized and reported to the military facility using the current algorithms.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"1123 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122940069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Blockchain-Based Secure Mengers Authentication for Industrial IoT 基于区块链的工业物联网安全门格斯认证

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10046934

Shashidhar Sonnad, M. Awasthy, Kantilal Rane, Moon Banerjee, D. Buddhi, Bhasker Pant

{"title":"Blockchain-Based Secure Mengers Authentication for Industrial IoT","authors":"Shashidhar Sonnad, M. Awasthy, Kantilal Rane, Moon Banerjee, D. Buddhi, Bhasker Pant","doi":"10.1109/SMART55829.2022.10046934","DOIUrl":"https://doi.org/10.1109/SMART55829.2022.10046934","url":null,"abstract":"The Industrial Internet of Things (I-IoT) is positioned as one of the most evolutionarily potential techniques for enhancing the production environment, logistics, and production in industrial settings. While a production method is more complicated, it is necessary to give a full operational IoT where equipment from various environments, such as mobility, plan to operate on the same job, ensuring more security and confidentiality for equipment when communicating. Some popular something which result in third-party secure and address the main management challenges. As a result, security and confidentiality need more attention since they are still a problem. In this study, Menger's identification with block chain assistance is a brand-new and effective security method that is expected to build trust across diverse domains. Security is implemented here via the authorization process. Gadget privacy is maintained by the mengers verification system, which also achieves unit identification across linked devices. The distribution of keys among the linked parties is still subject to negotiation via the appropriate channels for communication. Here, MATLAB is used for the simulation, and the results demonstrate superior results during the authorization process.","PeriodicalId":431639,"journal":{"name":"2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127673111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Duality of Graph and Its Application in Electric Circuit 图的对偶性及其在电路中的应用

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047073

P. Kumar, A. Saxena, Gopal Kumar Gupta, Kamesh Kumar

引用次数: 0

Performance Analysis of Median Filter in Comparison with Gabor Filter for Skin Cancer MRI Images Based on PSNR and MSE 基于PSNR和MSE的中值滤波与Gabor滤波对皮肤癌MRI图像的性能分析

2022 11th International Conference on System Modeling & Advancement in Research Trends (SMART) Pub Date : 2022-12-16 DOI: 10.1109/SMART55829.2022.10047499

S. Likhitha, R. Baskar

引用次数: 0