2022 International Conference on Electronics and Renewable Systems (ICEARS)最新文献_第4页

A Diagnostic Study on Prediction of Covid-19 by Symptoms Using Machine Learning 基于机器学习的新冠肺炎症状预测诊断研究

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752301

E. Devi, V. Athappan, Rahul R Rajendran, E. Devi, Dr.G. Emayavaramban, S. Sriragavi, Dr.M. Sivaramkrishnan

{"title":"A Diagnostic Study on Prediction of Covid-19 by Symptoms Using Machine Learning","authors":"E. Devi, V. Athappan, Rahul R Rajendran, E. Devi, Dr.G. Emayavaramban, S. Sriragavi, Dr.M. Sivaramkrishnan","doi":"10.1109/ICEARS53579.2022.9752301","DOIUrl":"https://doi.org/10.1109/ICEARS53579.2022.9752301","url":null,"abstract":"Effective screening helps for quick and accurate detection of COVID-19 and it also decreases the burden on the healthcare system. Prediction models with numerous criteria have been developed to estimate the probability of infection. These are designed to assist medical workers across the world in triaging victi ms, especially in places with limited medical resources. For predicting the COVID-19 using symptoms, the dataset is taken from the website of the Israeli Ministry of Health. The dataset contains 9 attributes and 2,78,848 samples. The raw dataset is cleaned using pre-processing techniques. The Machine learning algorithms like Random Forest, K Nearest Neighbor, Decision Tree, and hybrid Random Forest, K Nearest Neighbor, and Decision Tree are applied on the 1,95,194 samples to identify the model. The predicted model is tested on 83,654 samples to ensure the quality of the designed model. The performance metrics like ROC [Receiver Operating Characteristic] curve, True Positive and Negative Rate, False Positive and Negative Rate, Positive and Negative Predictive Value, and Accuracy are applied to check the model. From the evaluation result, the proposed hybrid model gives high accuracy of 98.97% . The proposed technique might be utilized to priorities COVID-19 screening when testing capabilities are constrained., among several other things.","PeriodicalId":252961,"journal":{"name":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","volume":"175 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132197328","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: 4

An LPWAN Based Indoor & Outdoor Continuous Live Stock Monitoring System 基于LPWAN的室内外牲畜连续监测系统

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752016

Saleem Akram P, Kanakaraja P, Naveen Mani Bhaskar Ch, Jaideep M, Shanmukh D

引用次数: 0

An Improved Approach towards Network Security of an Organization 组织网络安全的改进方法

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751998

R. Vijaya Saraswathi, Sk Iftequar Ahmed, M. Sriveda Reddy, S. Akshay, M. Vrushik Reddy, M. Sanjana Reddy

{"title":"An Improved Approach towards Network Security of an Organization","authors":"R. Vijaya Saraswathi, Sk Iftequar Ahmed, M. Sriveda Reddy, S. Akshay, M. Vrushik Reddy, M. Sanjana Reddy","doi":"10.1109/ICEARS53579.2022.9751998","DOIUrl":"https://doi.org/10.1109/ICEARS53579.2022.9751998","url":null,"abstract":"More and more publicly available servers are becoming vulnerable to unauthenticated and unauthorized accesses, and intrusions are becoming much more common. As the size and number of networks and the Internet traffic expands, the requirement for intrusion detection grows, as does the need to reduce the burden associated with intrusion detection. Not only is it vital for a network/server administrator to ensure client performance, but it is also important to prevent unwanted access. The rise in the number of network threats is becoming a serious concern and detecting them is becoming increasingly more difficult. And the demand for a more advanced and logical intrusion detection system is growing at a rapid pace. The high rate of false/fake alarms is a fundamental flaw in existing systems. Honeypots can be a good way to improve the network’s overall dependability and security in this situation. Therefore, a self-improving approach towards security of the organizations can greatly help in tackling this kind of unauthorized accesses and data breaches. By the term self-improving, it means all the fixes are incorporated for the latest vulnerabilities found by using the attacker’s knowledge","PeriodicalId":252961,"journal":{"name":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115450250","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 Logical Data Security Establishment over Wireless Communications using Media based Steganographic Scheme 一种基于媒体隐写的无线通信逻辑数据安全机制

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752183

I. Chandra, Mohana Sundari L, N. Ashok Kumar, Ngangbam Phalguni Singh, Joshuva Arockia Dhanraj

{"title":"A Logical Data Security Establishment over Wireless Communications using Media based Steganographic Scheme","authors":"I. Chandra, Mohana Sundari L, N. Ashok Kumar, Ngangbam Phalguni Singh, Joshuva Arockia Dhanraj","doi":"10.1109/ICEARS53579.2022.9752183","DOIUrl":"https://doi.org/10.1109/ICEARS53579.2022.9752183","url":null,"abstract":"Internet speeds and technological advancements have made individuals increasingly concerned about their personal information being compromised by criminals. There have been a slew of new steganography and data concealment methods suggested in recent years. Steganography is the art of hiding information in plain sight (text, audio, image and video). Unauthorized users now have access to steganographic analysis software, which may be used to retrieve the carrier files valuable secret information. Unfortunately, because to their inefficiency and lack of security, certain steganography techniques are readily detectable by steganalytical detectors. We present a video steganography technique based on the linear block coding concept that is safe and secure. Data is protected using a binary graphic logo but also nine uncompressed video sequences as cover data and a secret message. It's possible to enhance the security by rearranging pixels randomly in both the cover movies and the hidden message. Once the secret message has been encoded using the Hamming algorithm (7, 4) before being embedded, the message is even more secure. The XOR function will be used to add the encoded message's result to a random set of values. Once the message has been sufficiently secured, it may be inserted into the video frames of the cover. In addition, each frame's embedding region is chosen at random so that the steganography scheme's resilience can be improved. In addition, our experiments have shown that the approach has a high embedding efficiency. The video quality of stego movies is quite close to the original, with a PSNR (Pick Signal to Noise Ratio) over 51 dB. Embedding a payload of up to 90 Kbits per frame is also permissible, as long as the quality of the stego video is not noticeably degraded.","PeriodicalId":252961,"journal":{"name":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115563583","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: 6

Power Optimized Ternary Arithmetic Logic Circuit using Carbon Nano Tube Field Effect Transistor 基于碳纳米管场效应晶体管的功率优化三元算术逻辑电路

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752391

A. Latha, S. Murugeswaran, G. Yamuna

{"title":"Power Optimized Ternary Arithmetic Logic Circuit using Carbon Nano Tube Field Effect Transistor","authors":"A. Latha, S. Murugeswaran, G. Yamuna","doi":"10.1109/ICEARS53579.2022.9752391","DOIUrl":"https://doi.org/10.1109/ICEARS53579.2022.9752391","url":null,"abstract":"Ternary Logic Circuits have gained the crucial attention of all the semiconductor researchers as it provides better interconnect, power, performance and speed when compared to the conventional binary logics. There is a minimal area overhead in ternary logics but that’s permissible as long as other parameters provide a much beneficial results. Carbon Nano Tube (CNT) Transistors are a remarkable replacement for the conventional Complementary Metal Oxide Semiconductors (CMOS) as they exhibit better electrical connectivity, structural abilities and mechanical properties. The main focus of present-day requirements are designing and developing power optimized high speed circuits without compromising on performance and area. So, to achieve all these, this research work focus on combining both the high-profile techniques to build Low Powered Ternary Arithmetic Logic Circuits (LP- TALCs) using CNT transistors. ALCs plays the major role as the basic operating unit for any processors or circuits which helps to perform arithmetic operations and logic operations in single structure. The various logic operations performed by this TALC circuit is Buffer, Inversion, Ternary NAND, Ternary NOR, Ternary AND, Ternary OR, Ternary Adder, Ternary Subtractor and Ternary Comparator. The structure basically consists of Low Power Enabled Decoder (LPED), Functional modules and Output selection circuit (OSC). LPED circuit helps to achieve low power by enabling the selected circuit operations using decoder circuits and the inputs are fed to functional modules which consists of all the logical structure and finally the output selection circuit consists of encoders which deliver the final output function. The proposed structure is designed using 32nm CNTFET technology and the simulation results shows almost 90% power reduction to their binary counterpart and 85% Power delay product improvement.","PeriodicalId":252961,"journal":{"name":"2022 International Conference on Electronics and Renewable Systems (ICEARS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115899001","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

Automated Moisture Level Maintenance and Baking Process of Semiconductor Components 半导体元件的自动湿度维持和烘烤过程

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751916

Thillai Rani M, Sam Jebastin J, Sangesh V, Shemsingh Cyrus G

引用次数: 0

A study of AES and RSA algorithms based on GPUs 基于gpu的AES和RSA算法研究

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752356

GK Yudheksha, Prince Kumar, S. Keerthana

引用次数: 0

Brain Tumor Classification using Ensemble Classifiers 使用集成分类器的脑肿瘤分类

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752177

M. Venkata Subbarao, G. Challa Ram, D. Girish Kumar, Sudheer Kumar Terlapu

引用次数: 3

Development of Key Technologies of Legal Case Management Information System Considering QoS Optimization 考虑QoS优化的案件管理信息系统关键技术开发

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9751871

Wen Yuan

引用次数: 0

High Sensitive IoT Nanotechnology Sensors for Improved Data Acquisition and Processing 用于改进数据采集和处理的高灵敏度物联网纳米技术传感器

2022 International Conference on Electronics and Renewable Systems (ICEARS) Pub Date : 2022-03-16 DOI: 10.1109/ICEARS53579.2022.9752333

Sirak Gebrehiyot, M. Madiajagan, B. Pattanaik, E. Balamurugan, S. Selvakanmani, S. Vijayarangam

引用次数: 0