2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)最新文献_第9页

Multi-Layer Perceptron Neural Network with Feature Selection for Software Defect Prediction 基于特征选择的多层感知器神经网络软件缺陷预测

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445350

J. Catherine, S. Djodilatchoumy

{"title":"Multi-Layer Perceptron Neural Network with Feature Selection for Software Defect Prediction","authors":"J. Catherine, S. Djodilatchoumy","doi":"10.1109/ICIEM51511.2021.9445350","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445350","url":null,"abstract":"Software is continuously evolving and hence it is essential for the production of quality and stable software by every software provider. Recently there is a paradigm shift in how software is designed. One of the biggest challenges of software engineering is predicting defects in software modules, to save quality testing time. As software development challenges and constraints rise, unexpected effects such as failure and errors decrease the consistency of software and user loyalty, rendering error-free software more complex and frustrating. In this paper, we analyze the use of Multi-Layer Perceptron Neural Network [5] (MLP-NN) for the efficient prediction of defects. We have also executed the MLP-NN with a subset of features selected using popular feature selection methods. The model was evaluated on 5 datasets from the AEEEM dataset. The results were compared with other common classifiers like Logistic Regression, MLP-NN, and Random Tree. The findings indicate that feature selection has a major role in increasing the accuracy of prediction. Our model had higher accuracy in few cases while at par with others in some.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126467035","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

Covid-19 Outbreak Cases and Healthcare Database Covid-19爆发病例和医疗保健数据库

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445298

Sukanya Chatterjee, Mir Mohammad Yousuf, Manan Rasool, Ankit Chaurasiya, Mohammad Faisal, Vivek Pandey

引用次数: 1

Optical Fiber: Trending Technologies 光纤:趋势技术

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445276

Preeti Singh Bahadur, Shalini Jaiswal, Ruchira Srivastava

{"title":"Optical Fiber: Trending Technologies","authors":"Preeti Singh Bahadur, Shalini Jaiswal, Ruchira Srivastava","doi":"10.1109/ICIEM51511.2021.9445276","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445276","url":null,"abstract":"The current worldwide organizations request quicker, safer and bigger limit communication frameworks for their organization activities. Fiber optic innovation is relied upon to have a significant impact in this development. From medical services frameworks to the marine climate, fiber optic cable is ending up being a vital segment of mechanical foundation. Fiber optic link gatherings are likewise assuming an undeniably fundamental part in domestic applications. Mortgage holders presently expect rapid web access as a component of their everyday lives, and telecom and information industry pioneers are going to fiber optic innovation as a perfect, solid approach to offer anticipated types of assistance. Fiber optic innovation is overwhelming the market from quite a while because information rate is high, noteworthy distance transmission capacity. Fiber optic innovation is being demonstrated to be a greatly improved innovation than metal wire. Also there is less loss in signal and they are unsusceptible to obstruction. Less dormancy is a principle necessity in numerous applications, for example, exchanging of algorithmic superconductor and cloud computing etc. Fiber optics is utilized as information transmission medium in the vast bulk of the telecom organizations. This paper offers a blueprint of fiber optic correspondence frameworks along with their key advances, and conjointly talks about their mechanical pattern towards group of people yet to come.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128183379","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: 2

How Well a Student Performed? A Machine Learning Approach to Classify Students’ Performance on Virtual Learning Environment 学生的表现如何?虚拟学习环境中学生表现分类的机器学习方法

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445286

Fatema M. Alnassar, T. Blackwell, E. Homayounvala, M. Yee-King

引用次数: 4

Study of Wearable IoT devices in 2021: Analysis & Future Prospects 2021年可穿戴物联网设备研究:分析与未来展望

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445334

R. S. Bisht, Sourabh Jain, Naveen Tewari

引用次数: 10

An AI based training framework for Telecommuting Employees to combat perennial skill shortages post pandemic 为远程办公员工提供基于人工智能的培训框架，以解决大流行后长期的技能短缺问题

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445329

Bhawna Gaur, Raeesa Bashir, Bhoomi Sanghvi

{"title":"An AI based training framework for Telecommuting Employees to combat perennial skill shortages post pandemic","authors":"Bhawna Gaur, Raeesa Bashir, Bhoomi Sanghvi","doi":"10.1109/ICIEM51511.2021.9445329","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445329","url":null,"abstract":"Telecommuting has become the norm for various organizations due to the impact of COVID-19 pandemic. Telecommuting has positive effects not only on expenses but also on productivity, work flexibility and quality of work. The adoption rate of telecommuting has gone exponentially high especially due to government policies such as social distancing and country-wide lockdown measures. Human resource managers over the globe have reported higher empathy, increased co-ordination, retention and engagement during the lockdown. Provided that, very minimal percentage of workforce operated from their home prior to the coronavirus, it is difficult for employees to adopt the proposed model without any prior training and guidance. This research paper aims to shed light on how the pandemic has impacted the way we work, concerns related to human resource management with main focus on training and development function of HR department. The paper also proposes a framework for training employees to adapt to telecommuting as well as back to office conduct through technological interventions such as Virtual Reality, Artificial Intelligence etc. The overall theoretical framework provides a basic training and development process to reskill and upskill the employees to combat the perennial skill shortages post pandemic.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131150704","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

Performance Analysis of Hybrid routing protocol 混合路由协议性能分析

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445324

Y. Kumar, Isha, A. Malik

引用次数: 0

IOT based Smart Water Pump Switch 基于IOT的智能水泵开关

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445278

Peddamallu Jaya Prakash Reddy, G. Viswanadh, Sanjay Kumar Singh

{"title":"IOT based Smart Water Pump Switch","authors":"Peddamallu Jaya Prakash Reddy, G. Viswanadh, Sanjay Kumar Singh","doi":"10.1109/ICIEM51511.2021.9445278","DOIUrl":"https://doi.org/10.1109/ICIEM51511.2021.9445278","url":null,"abstract":"The world population is increasing day by day, so demands for the resources like water and food also increases because these are the basic need for the people. People need the water for their daily uses. Even though your earth is covered mostly of water but it is not useful for humans to use. There is less amount of water that is useful. To save the water without wasting it. To reduce the water from wasting this is designed an automated switch that can automatically on and off the device when the tank is full of water, These reduce the overflow of water, it uses IOT (sensors)to make these processes automated. When the water level touches the sensor it turns off the water supplying pump. Since the electricity demand is very high, automatic water controllers save energy. To prevent over the labor of pumping machine and prevent it from getting worse. This water pump can be used for many purposes in the companies like it can be used as Liquid level detector and fuel detect the device, It also helps us to indicate the sudden increase of water during floods. A fully automated that is low cost and low maintenance with good compact and design which saves water and energy. This device is cost efficient.","PeriodicalId":264094,"journal":{"name":"2021 2nd International Conference on Intelligent Engineering and Management (ICIEM)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128054096","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

Survey on face recognition 人脸识别研究进展

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445327

G. Thilagavathi, M. Suriakala

引用次数: 0

Emergence of perceptual states in mosquitoes using virtually perceived spatial cognitive abilities: Solution for Complex Problems 利用虚拟感知空间认知能力的蚊子感知状态的出现:复杂问题的解决方案

2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Pub Date : 2021-04-28 DOI: 10.1109/ICIEM51511.2021.9445314

Prabhjyot Singh Sodhi

引用次数: 0