2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)最新文献_第2页

Survey on Smart Home Automation Systems: Tools, Technology, Architecture and Communication Interfaces 智能家居自动化系统调查:工具、技术、架构和通信接口

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037661

Kavita Sharma, S. Reddy

{"title":"Survey on Smart Home Automation Systems: Tools, Technology, Architecture and Communication Interfaces","authors":"Kavita Sharma, S. Reddy","doi":"10.1109/ICCCIS56430.2022.10037661","DOIUrl":"https://doi.org/10.1109/ICCCIS56430.2022.10037661","url":null,"abstract":"The ascent of the Internet of Things (IoT) is noteworthy in beyond a couple of many years. Its growth affirms its use in various application areas i.e.: agriculture, healthcare, home automation, transportation, etc. Home Automation means extending the current activities performed inside the home with the help of developing cost effective powerful computational devices with user friendly environment by using different technologies like Wi-Fi, Bluetooth and ZigBee. These communication technologies provide controlled environment by different devices like tablet, smart phone and laptop. The Home Automation embeds the smartness in the home with the objective of operating it without any physical interference of human being. Thus, the objective of this paper is to analyse the growing trends of IoT devices to uncover the popular and growing application area i.e.: smart home environment and to have the detailed study of hardware/software tools, architectures and communication interfaces of selected IoT application area like development board, sensors, actuators, communication type, cost, development environment etc. The comparative literature study of selected application area includes the challenges and future research aspects. It will help the researchers to consider various parameters in most favoured IoT application area as per user needs.","PeriodicalId":286808,"journal":{"name":"2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126379709","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

Detection and Prediction of Air Pollution using Machine Learning and Deep Learning Techniques 利用机器学习和深度学习技术检测和预测空气污染

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037732

Madhuri Vikas Mane, Deepak Kumar, K. Agarwal

{"title":"Detection and Prediction of Air Pollution using Machine Learning and Deep Learning Techniques","authors":"Madhuri Vikas Mane, Deepak Kumar, K. Agarwal","doi":"10.1109/ICCCIS56430.2022.10037732","DOIUrl":"https://doi.org/10.1109/ICCCIS56430.2022.10037732","url":null,"abstract":"For the past several years, urbanization and industrialization have been on increase in developed nations, resulting in a huge rise in contaminated air. Citizens and governments have become increasingly worried about the detrimental effects of Air Pollution (AP). Predicting Air Quality (AQ) is a critical step that the government should take because it becoming a major public health concern. The AQ index is a metric for measuring AQ. When fossil fuels such as natural gas, coal, and wood are burned, as well as factories and motor cars, carbon dioxide, nitrogen dioxide, carbon monoxide, and other noxious gases are emitted which leads to AP. This can cause health issues such as cancer, brain impairment, and even death. The forecast of AP allows the government to take preventive actions such as restricting driving hours, partially closing factories, and issuing public service messages. So, the prediction of AP is essential and there is a lot of research being done in this field. This research article reviewed the recent works on AP prediction and present the research using five important sections. In the first section of this review, we will discuss the available methods that can be used to acquire AP data. Second, the processes that can be carried out to pre-process the raw data. Third, the prediction of pollution made use of developing technologies such as Machine Learning (ML) and Deep Learning (DL), and lastly, the evaluation of the model was discussed. The research gap and future steps on the prediction of AP also elaborated. This review will help researchers for a better understanding of the automatic prediction of AP.","PeriodicalId":286808,"journal":{"name":"2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"os-8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127979518","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

5G Network: Architecture, Protocols, Challenges and Opportunities 5G网络:架构、协议、挑战和机遇

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037605

Iqra Javid, S. Khara

引用次数: 0

LSTM based Receiver Design for Baseband Signal Demodulation 基于LSTM的基带信号解调接收机设计

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037633

P. Varsha, V. Hari

引用次数: 0

An Enhanced Copy-deterrence scheme for Secure Image Outsourcing in Cloud 云环境下图像安全外包的增强复制威慑方案

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037682

J. Anju, R. Shreelekshmi

引用次数: 0

Blockchain Technology in Construction Supply Chain Management During Pandemic: A Bibliometric Analysis and Systematic Literature Review 大流行期间建筑供应链管理中的区块链技术:文献计量分析和系统文献综述

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037673

Rohan V. Sawant, D. Joshi, Radhika Menon

{"title":"Blockchain Technology in Construction Supply Chain Management During Pandemic: A Bibliometric Analysis and Systematic Literature Review","authors":"Rohan V. Sawant, D. Joshi, Radhika Menon","doi":"10.1109/ICCCIS56430.2022.10037673","DOIUrl":"https://doi.org/10.1109/ICCCIS56430.2022.10037673","url":null,"abstract":"The supply chain in the construction industry faces numerous constraints such as a lack of coordination, communication, collaboration, and technological advancement. Supply chain management is critical when products are transferred from one organization to another until they reach end users or consumers without being damaged, counterfeited, or delayed. Despite extensive research, little is known about the factors that will lead to better construction supply chain management. The reason for this examination is to make a bibliometric investigation in light of the verifiable solidification of distributions and branches of knowledge. It intends to recognize research trends, authers, nations, and organizations utilizing VOSviewer. The construction project all over the world have been uncovered in different manner by the COVID-19 pandemic. This paper makes sense of how it is feasible to proceed with development work in this present circumstance. The relevant literature in the field of Blockchain in construction supply chain management is retrieved using the Scopus, Web of Science database as the research object. If the construction work carry on, the economic downturn will be decreased and unemployment will also be decreased. The mapping of Blockchain Construction Supply Chain Management scientific production enabled the visualization of networks of co-occurrence of keywords.","PeriodicalId":286808,"journal":{"name":"2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131035932","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

Classification of Melanocytic Nevus Images using BigTransfer (BiT) : A study on a novel transfer learning-based method to classify Melanocytic Nevus Images 基于BigTransfer (BiT)的黑素细胞痣图像分类:一种基于迁移学习的黑素细胞痣图像分类新方法的研究

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037627

Sanya Sinha, Nilay Gupta

{"title":"Classification of Melanocytic Nevus Images using BigTransfer (BiT) : A study on a novel transfer learning-based method to classify Melanocytic Nevus Images","authors":"Sanya Sinha, Nilay Gupta","doi":"10.1109/ICCCIS56430.2022.10037627","DOIUrl":"https://doi.org/10.1109/ICCCIS56430.2022.10037627","url":null,"abstract":"Skin cancer is a fatal disease that takes a heavy toll over human lives annually. The colored skin images show a significant degree of resemblance between different skin lesions such as melanoma and nevus, making identification and diagnosis more challenging. Melanocytic nevi may mature to cause fatal melanoma. Therefore, the current management protocol involves the removal of those nevi that appear intimidating. However, this necessitates resilient classification paradigms for classifying benign and malignant melanocytic nevi. Early diagnosis necessitates a dependable automated system for melanocytic nevi classification to render diagnosis efficient, timely, and successful. An automated classification algorithm is proposed in the given research. A neural network previously-trained on a separate problem statement is leveraged in this technique for classifying melanocytic nevus images. The suggested method uses BigTransfer (BiT), a ResNet-based transfer learning approach for classifying melanocytic nevi as malignant or benign. The results obtained are compared to that of current techniques, and the new method’s classification rate is proven to outperform that of existing methods.","PeriodicalId":286808,"journal":{"name":"2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"386 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133431838","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

Circuit realization of chaotic systems with quadratic nonlinearity using AD633 based generic topology 基于AD633通用拓扑的二次非线性混沌系统电路实现

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037747

Kriti Suneja, N. Pandey, R. Pandey

引用次数: 0

Detection of Covid-19 using Transfer Learning Technique 利用迁移学习技术检测Covid-19

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037690

Nilesh Kumar, Atul Tripathi, Isha Pathak Tripathi

引用次数: 0

Analyzing the Users’ De-familiarity with Thumbnails on OTT Platforms to Influence Content Streaming 分析用户对OTT平台缩略图的不熟悉程度对内容流的影响

2022 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) Pub Date : 2022-11-04 DOI: 10.1109/ICCCIS56430.2022.10037670

Garima Sahu, Loveleen Gaur, Gurmeet Singh

引用次数: 0