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COVID-19 Detection via a 6-Layer Deep Convolutional Neural Network 基于6层深度卷积神经网络的COVID-19检测
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.016621
Shouming Hou, Ji Han
{"title":"COVID-19 Detection via a 6-Layer Deep Convolutional Neural Network","authors":"Shouming Hou, Ji Han","doi":"10.32604/cmes.2022.016621","DOIUrl":"https://doi.org/10.32604/cmes.2022.016621","url":null,"abstract":"Many people around the world have lost their lives due to COVID-19. The symptoms of most COVID-19 patients are fever, tiredness and dry cough, and the disease can easily spread to those around them. If the infected people can be detected early, this will help local authorities control the speed of the virus, and the infected can also be treated in time. We proposed a six-layer convolutional neural network combined with max pooling, batch normalization and Adam algorithm to improve the detection effect of COVID-19 patients. In the 10-fold cross-validation methods, our method is superior to several state-of-the-art methods. In addition, we use Grad-CAM technology to realize heat map visualization to observe the process of model training and detection.","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"19 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88590634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
An Optimized Convolutional Neural Network with Combination Blocks for Chinese Sign Language Identification 基于组合块的优化卷积神经网络中文手语识别
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.019970
Ya Gao, Yanqiong Zhang, Xianwei Jiang
{"title":"An Optimized Convolutional Neural Network with Combination Blocks for Chinese Sign Language Identification","authors":"Ya Gao, Yanqiong Zhang, Xianwei Jiang","doi":"10.32604/cmes.2022.019970","DOIUrl":"https://doi.org/10.32604/cmes.2022.019970","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"44 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90682504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Spectral Matching Classification Method of Multi-State Similar Pigments Based on Feature Differences 基于特征差异的多态相似颜料光谱匹配分类方法
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.019040
Meng Da, Huiqin Wang, Ke Wang, Zhan Wang
{"title":"Spectral Matching Classification Method of Multi-State Similar Pigments Based on Feature Differences","authors":"Meng Da, Huiqin Wang, Ke Wang, Zhan Wang","doi":"10.32604/cmes.2022.019040","DOIUrl":"https://doi.org/10.32604/cmes.2022.019040","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"64 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91014834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic Fatigue Reliability Analysis of Transmission Gear Considering Failure Dependence 考虑失效相关性的传动齿轮动态疲劳可靠性分析
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.018181
Yonghua Li, Xiaoning Bai, S. Shi, S. Wang
{"title":"Dynamic Fatigue Reliability Analysis of Transmission Gear Considering Failure Dependence","authors":"Yonghua Li, Xiaoning Bai, S. Shi, S. Wang","doi":"10.32604/cmes.2022.018181","DOIUrl":"https://doi.org/10.32604/cmes.2022.018181","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"85 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74005961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Traffic Accident Detection Based on Deformable Frustum Proposal and Adaptive Space Segmentation 基于可变形截点建议和自适应空间分割的交通事故检测
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.016632
Peng Chen, Weiwei Zhang, Z. Xiao, Yongxiang Tian
{"title":"Traffic Accident Detection Based on Deformable Frustum Proposal and Adaptive Space Segmentation","authors":"Peng Chen, Weiwei Zhang, Z. Xiao, Yongxiang Tian","doi":"10.32604/cmes.2022.016632","DOIUrl":"https://doi.org/10.32604/cmes.2022.016632","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"1 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82484846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A New Rayleigh Distribution: Properties and Estimation Based on Progressive Type-II Censored Data with an Application 一种新的瑞利分布:基于渐进式ii型截尾数据的性质和估计及其应用
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.017714
Ali Algarni, Abdullah M. Almarashi
{"title":"A New Rayleigh Distribution: Properties and Estimation Based on Progressive Type-II Censored Data with an Application","authors":"Ali Algarni, Abdullah M. Almarashi","doi":"10.32604/cmes.2022.017714","DOIUrl":"https://doi.org/10.32604/cmes.2022.017714","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"7 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82492450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
ResNet50-Based Effective Model for Breast Cancer Classification Using Histopathology Images 基于resnet50的组织病理图像乳腺癌分类有效模型
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.017030
N. Behar, M. Shrivastava
{"title":"ResNet50-Based Effective Model for Breast Cancer Classification Using Histopathology Images","authors":"N. Behar, M. Shrivastava","doi":"10.32604/cmes.2022.017030","DOIUrl":"https://doi.org/10.32604/cmes.2022.017030","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"57 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81543536","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Fractal Dimension Analysis Based Aging State Assessment of Insulating Paper with Surface Microscopic Images 基于分形维数分析的绝缘纸表面显微图像老化状态评价
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.019671
Shuaibing Li, Jiaqi Cui, Yongqiang Kang
{"title":"Fractal Dimension Analysis Based Aging State Assessment of Insulating Paper with Surface Microscopic Images","authors":"Shuaibing Li, Jiaqi Cui, Yongqiang Kang","doi":"10.32604/cmes.2022.019671","DOIUrl":"https://doi.org/10.32604/cmes.2022.019671","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"17 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87824252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Evaluating the Clogging Behavior of Pervious Concrete (PC) Using the Machine Learning Techniques 利用机器学习技术评估透水混凝土(PC)的堵塞行为
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.017792
Jiandong Huang, Jia Zhang, Yuan Gao
{"title":"Evaluating the Clogging Behavior of Pervious Concrete (PC) Using the Machine Learning Techniques","authors":"Jiandong Huang, Jia Zhang, Yuan Gao","doi":"10.32604/cmes.2022.017792","DOIUrl":"https://doi.org/10.32604/cmes.2022.017792","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"89 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87828342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Material Deformation and Internal Structure Development of Granular Materials under Different Cyclic Loadings 不同循环荷载作用下颗粒材料的变形与内部结构发展
IF 2.4 4区 工程技术
Cmes-computer Modeling in Engineering & Sciences Pub Date : 2022-01-01 DOI: 10.32604/cmes.2022.018207
Jiao Wang, X. Chu, JinBao Wang
{"title":"The Material Deformation and Internal Structure Development of Granular Materials under Different Cyclic Loadings","authors":"Jiao Wang, X. Chu, JinBao Wang","doi":"10.32604/cmes.2022.018207","DOIUrl":"https://doi.org/10.32604/cmes.2022.018207","url":null,"abstract":"","PeriodicalId":10451,"journal":{"name":"Cmes-computer Modeling in Engineering & Sciences","volume":"18 1","pages":""},"PeriodicalIF":2.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89101204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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