Computer Science-AGH最新文献

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Konvolüsyonel Sinir Ağları (CNN) ile Çin Sayı Örüntülerinin Sınıflandırması 中国革命神经网络(CNN)对中文编码图像的分类
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.989668
Nihal Zuhal Kayali, Sevinç İLHAN OMURCA
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引用次数: 1
Classification of Knee Abnormality Using sEMG Signals with Boosting Ensemble Approaches 用sEMG信号和Boosting集成方法对膝关节异常进行分类
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.990889
Ayşenur Altintaş, D. Yilmaz
{"title":"Classification of Knee Abnormality Using sEMG Signals with Boosting Ensemble Approaches","authors":"Ayşenur Altintaş, D. Yilmaz","doi":"10.53070/bbd.990889","DOIUrl":"https://doi.org/10.53070/bbd.990889","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49089169","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
MiniVGGNet Kullanılarak Hiperspektral Görüntü Sınıflandırma MiniVGGNet用于高光谱图像分类
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.989102
Hüseyin Fırat, M. Uçan, D. Hanbay
{"title":"MiniVGGNet Kullanılarak Hiperspektral Görüntü Sınıflandırma","authors":"Hüseyin Fırat, M. Uçan, D. Hanbay","doi":"10.53070/bbd.989102","DOIUrl":"https://doi.org/10.53070/bbd.989102","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46604679","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
Veri madenciliği yöntemleri kullanarak yoğun bakım ünitesindeki hastaların sınıflandırması 使用数据挖掘技术对密度监测单元中的患者进行分类
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.990718
Emine Coşkun, Esra Gündoğan, M. Kaya, Reda Alhajj
{"title":"Veri madenciliği yöntemleri kullanarak yoğun bakım ünitesindeki hastaların sınıflandırması","authors":"Emine Coşkun, Esra Gündoğan, M. Kaya, Reda Alhajj","doi":"10.53070/bbd.990718","DOIUrl":"https://doi.org/10.53070/bbd.990718","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45181804","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
Gözle Bilgisayar Kullanımı İçin Prototip Geliştirilmesi 可视化计算机使用中的原型改进
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.989215
H. Yilmaz, Perihan Hatice Aydin, Merve Turan
{"title":"Gözle Bilgisayar Kullanımı İçin Prototip Geliştirilmesi","authors":"H. Yilmaz, Perihan Hatice Aydin, Merve Turan","doi":"10.53070/bbd.989215","DOIUrl":"https://doi.org/10.53070/bbd.989215","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45192132","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
Gait based human identification: a comparative analysis 基于步态的人体识别:比较分析
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.989226
Kubilay Muhammed Sünnetci, M. Ordu, A. Alkan
{"title":"Gait based human identification: a comparative analysis","authors":"Kubilay Muhammed Sünnetci, M. Ordu, A. Alkan","doi":"10.53070/bbd.989226","DOIUrl":"https://doi.org/10.53070/bbd.989226","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41382197","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: 4
Göğüs X-Ray görüntülerinin AlexNet tabanlı sınıflandırılması Göğüs X射线Görüntülerinin AlexNet tabanlısınıflandırılması
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.989192
Kubilay Muhammed Sünnetci, Ahmet Alkan, Edanur Tar
{"title":"Göğüs X-Ray görüntülerinin AlexNet tabanlı sınıflandırılması","authors":"Kubilay Muhammed Sünnetci, Ahmet Alkan, Edanur Tar","doi":"10.53070/bbd.989192","DOIUrl":"https://doi.org/10.53070/bbd.989192","url":null,"abstract":"— COVID-19 pandemic first broke out in December 2019 and has been affecting the world ever since. The number of COVID-19 patients is increasing rapidly in the world day by day, and it is known that the diagnosis of this disease is important for disease treatment. Chest X-ray images that are clinical adjuncts are widely used in the diagnosis of COVID-19 disease. In the study, machine learning-based models are developed using these images to reduce the workload of expert. In the data set used in the study, there are images obtained from a total of 137 COVID-19, 90 normal, and 90 pneumonia subjects. Here, 1000 image features are extracted for each image using AlexNet deep learning architecture. Afterward, the classifiers used in the study are trained using these image features. From the results, Accuracy (%), Sensitivity (%), Specificity (%), Precision (%), F1 score (%), and Matthews Correlation Coefficient (Matthews Correlation Coefficient, MCC) values of Cubic SVM that is the most successful classifier are equal to 95.27, 94.95, 97.76, 94.65, 94.79, and 0.9250, respectively.","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48355703","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
SMARfacTory-Net: Mermerin Sınıflandırılması için Bilgisayarlı Görü, QR Kod ve Android Tabanlı Teknolojilerle Desteklenen Sistem Tasarımının Geliştirilmesi SMARfacTory-Net:基于Mermerian分类、QR码和Android技术的系统设计开发
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.990867
Çağlar Gürkan, Merih Palandöken
{"title":"SMARfacTory-Net: Mermerin Sınıflandırılması için Bilgisayarlı Görü, QR Kod ve Android Tabanlı Teknolojilerle Desteklenen Sistem Tasarımının Geliştirilmesi","authors":"Çağlar Gürkan, Merih Palandöken","doi":"10.53070/bbd.990867","DOIUrl":"https://doi.org/10.53070/bbd.990867","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46622407","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
Randomness Analysis With Runge Kutta Methods Runge - Kutta方法的随机分析
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.990990
Cemile İnce, Kenan Ince, D. Hanbay
{"title":"Randomness Analysis With Runge Kutta Methods","authors":"Cemile İnce, Kenan Ince, D. Hanbay","doi":"10.53070/bbd.990990","DOIUrl":"https://doi.org/10.53070/bbd.990990","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45167925","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
Sentiment Analysis of Covid-19 Tweets by using LSTM Learning Model 基于LSTM学习模型的Covid-19推文情感分析
IF 0.5
Computer Science-AGH Pub Date : 2021-09-16 DOI: 10.53070/bbd.990421
Yunus Emre Karaca, Serpil Aslan
{"title":"Sentiment Analysis of Covid-19 Tweets by using LSTM Learning Model","authors":"Yunus Emre Karaca, Serpil Aslan","doi":"10.53070/bbd.990421","DOIUrl":"https://doi.org/10.53070/bbd.990421","url":null,"abstract":"","PeriodicalId":41917,"journal":{"name":"Computer Science-AGH","volume":" ","pages":""},"PeriodicalIF":0.5,"publicationDate":"2021-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48666677","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: 4
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