电脑和通信(英文)最新文献_第7页

Application Research of an Intelligent Detection Algorithm for Vehicle Trajectory Route Deviation 车辆轨迹偏离智能检测算法的应用研究

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.1110001

Jianfei Luo, Yadong Xing, Cheng Chen, Weiqing Zhang, Zhongcheng Wu

引用次数: 0

Identifying Biomarkers for Diabetic Kidney Disease Using GraphSAGE Neural Network 利用GraphSAGE神经网络识别糖尿病肾病的生物标志物

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.1110004

Sesugh Gabriel Abenga, Kehinde Seyi Olalekan, Francis Akogwu Alu, Stephen Yavenga Uyoo

{"title":"Identifying Biomarkers for Diabetic Kidney Disease Using GraphSAGE Neural Network","authors":"Sesugh Gabriel Abenga, Kehinde Seyi Olalekan, Francis Akogwu Alu, Stephen Yavenga Uyoo","doi":"10.4236/jcc.2023.1110004","DOIUrl":"https://doi.org/10.4236/jcc.2023.1110004","url":null,"abstract":"Diabetic Kidney Disease (DKD) is a common chronic complication of diabetes. Despite advancements in accurately identifying biomarkers for detecting and diagnosing this harmful disease, there remains an urgent need for new biomarkers to enable early detection of DKD. In this study, we modeled publicly available transcriptome datasets as a graph problem and used GraphSAGE Neural Networks (GNNs) to identify potential biomarkers. The GraphSAGE model effectively learned representations that captured the intricate interactions, dependencies among genes, and disease-specific gene expression patterns necessary to classify samples as DKD and Control. We finally extracted the features of importance; the identified set of genes exhibited an impressive ability to distinguish between healthy and unhealthy samples, even though these genes differ from previous research findings. The unexpected biomarker variations in this study suggest more exploration and validation studies for discovering biomarkers in DKD. In conclusion, our study showcases the effectiveness of modeling transcriptome data as a graph problem, demonstrates the use of GraphSAGE models for biomarker discovery in DKD, and advocates for integrating advanced machine-learning techniques in DKD biomarker research, emphasizing the need for a holistic approach to unravel the intricacies of biological systems.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"115 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135158153","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

Technological Readiness as Mediator to Adoption of E-Governemnt Services in Zanzibar SMEs 技术准备度对桑给巴尔中小企业采用电子政务服务的中介作用

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.1111002

Mussa Ali Makame, Mudiarasan Kuppusamy, Apparow Sannasai

{"title":"Technological Readiness as Mediator to Adoption of E-Governemnt Services in Zanzibar SMEs","authors":"Mussa Ali Makame, Mudiarasan Kuppusamy, Apparow Sannasai","doi":"10.4236/jcc.2023.1111002","DOIUrl":"https://doi.org/10.4236/jcc.2023.1111002","url":null,"abstract":"The aim of the paper is to explore e-government services technological readiness as a mediating factor impacting the development of Zanzibar SMEs. The ultimate objective is to provide actionable insights and recommendations that could inform future strategies and policies to enhance Zanzibar SMEs on the successful implementation and acceptance of e-government services in Zanzibar. The study involves SMEs which are Small and Medium Industries Development Agency (SMIDA), Zanzibar Association of Tourism Investors (ZATI) and Zanzibar National Chambers of Commerce (ZNCC). Quantitative research design holds significant merit for this study, whereby primary data was in this study ensures that all variables are accurately and comprehensively captured. The study involved 384 respondents. Survey questionnaire used to collect the required information. Generally, the results displayed that, while Technological Readiness does not exhibit a mediating effect between either Human Resource Capital or Financial Source Capital and E-government Services Adoption, it does play a significant mediating role in the relationships of both Government Policies and Information Communication Technology with E-government Services Adoption. This highlights the importance of considering intermediary factors like Technological Readiness when understanding the influences on E-government service adoption to Zanzibar SMEs.","PeriodicalId":67799,"journal":{"name":"电脑和通信(英文)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135659287","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

Research on User Pairing Techniques Based on NOMA in Cognitive Radio Networks 认知无线网络中基于NOMA的用户配对技术研究

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.113010

Yongming Huang, Xiaoli He, Yuxin Du

引用次数: 0

Application Research of Artificial Intelligence in the Innovation of Zhuang Brocade Digital Art: Taking “The Speech of Zhuang Brocade” as an Example 人工智能在壮锦数字艺术创新中的应用研究——以《壮锦之言》为例

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.115004

Yuelin Hu

引用次数: 1

Hyperparameter Tuning Based Machine Learning Classifier for Breast Cancer Prediction 基于超参数调优的乳腺癌预测机器学习分类器

电脑和通信(英文) Pub Date : 2023-01-01 DOI: 10.4236/jcc.2023.114007

Mohammed Mijanur Rahman, Asikur Rahman, Swarnali Akter, Sumiea Akter Pinky