检索结果-南通市图书馆

Multi-Site Air Pollutant Prediction Using Long Short Term Memory

Computer Systems Science & Engineering 2022年第12期43卷 1341-1355页

作者： Chitra Paulpandi Murukesh Chinnasamy shanker nagalingam rajendiran Anna University Chennai600066Tamil NaduIndia

The current pandemic highlights the significance and impact of air pollution on individuals. When it comes to climate sustainability, air pollution is amajor challenge. Because of the distinctive nature, unpredictability, and greatchangeability in the reality of toxins and particulates, detecting air quality is apuzzling task. Simultaneously, the ability to predict or classify and monitor airquality is becoming increasingly important, particularly in urban areas, due tothe well documented negative impact of air pollution on resident’s health andthe environment. To better comprehend the current condition of air quality, thisresearch proposes predicting air pollution levels from real-time data. This studyproposes the use of deep learning techniques to forecast air pollution ***, activation functions, and a number of epochs were used to create the suggested Long Short-Term Memory (LSTM) network based neural layer design. Theuse of proposed Deep Learning as a structure for high-accuracy air quality prediction is investigated in this research and obtained better accuracy of nearly 82% compared to earlier records. Determining the Air Quality Index (AQI) and danger levelswould assist the government in finding appropriate ways to authorize approaches toreduce pollutants and keep inhabitants informed about the findings.

关键词： LSTM epochs deep learning air quality index particulates neural networks

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

Human Fatty Liver Monitoring Using Nano Sensor and IoMT

引用

Intelligent Automation & Soft Computing 2023年第2期35卷 2309-2323页

作者： Srilekha Muthukaruppankaruppiah shanker rajendiran nagalingam Priya Murugasen Rajesh Nandaamarnath Department of Electrical and Electronics Engineering Saveetha Engineering CollegeChennai602105India Department of Computer Science and Engineering Aalim Muhammed Salegh College of EngineeringChennai600055India Department of Physics Saveetha Engineering CollegeChennai602105India Department of Medical Gastroentrology SRM Medical College Hospital and Research CentreChennai603203India

Malfunction of human liver happens due to non-alcoholic fatty *** liver measurement is used for grading hepatic steatosis,ﬁbrosis and *** various imaging techniques for measuring fatty liver are Magnetic Reso-nance Imaging,Ultrasound and Computed *** modalities lead to the exposure of harmful radiation of electromagnetic waves because of frequent *** continuous monitoring of fatty liver is never achieved through imaging *** this paper,the human fatty liver measured through a Fatty Liver Sensor(FLS).The continuous monitoring of the fatty liver is achieved through the *** is fabricated through the screen-printing with materials such as graphene and *** fatty liver sensor is placed around the liver surface for continuous measuring fatty *** signal acquired from the fatty liver sensor is processed using blind source separation,aﬁltering technique removes the random noise from the acquired *** denoised signal is pro-cessed with tunable Q wavelet transform(TQWT),of FLS based fatty liver mea-surement fatty liver *** continuous fatty liver volume measured and analysis are performed through Long-short term memory and internet of medical things(IoMT).The experimental results are validated with ultrasound lab values.

关键词： Fatty liver sensor ultrasound tunable Q wavelet transform non-alcoholic fatty liver disease long short-term memory

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：