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Journal of Information and Communication Convergence Engineering最新文献

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An Autonomous Operational Service System for Machine Vision-based Inspection towards Smart Factory of Manufacturing Multi-wire Harnesses 面向多线束制造智能工厂的机器视觉检测自主操作服务系统
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.317
Seung-Boem Hong, Kyou-Ho Lee
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引用次数: 0
A Cooperative Smart Jamming Attack in Internet of Things Networks 物联网网络中的一种协同智能干扰攻击
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.250
A. Sharah, H. Owida, T. Edwan, F. Alnaimat
{"title":"A Cooperative Smart Jamming Attack in Internet of Things Networks","authors":"A. Sharah, H. Owida, T. Edwan, F. Alnaimat","doi":"10.56977/jicce.2022.20.4.250","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.250","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49370387","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
Relational Data Extraction and Transformation: A Study to Enhance Information Systems Performance 关系数据提取与转换：提高信息系统性能的研究
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.265
F. Hasan, Muhamad Shahbani Abu Bakar
{"title":"Relational Data Extraction and Transformation: A Study to Enhance Information Systems Performance","authors":"F. Hasan, Muhamad Shahbani Abu Bakar","doi":"10.56977/jicce.2022.20.4.265","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.265","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46866096","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
Quantum Computing Cryptography and Lattice Mechanism 量子计算、密码学和晶格机制
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.242
A. M. A. Al-muqarm, Firas Abedi, Ali S. Abosinnee
{"title":"Quantum Computing Cryptography and Lattice Mechanism","authors":"A. M. A. Al-muqarm, Firas Abedi, Ali S. Abosinnee","doi":"10.56977/jicce.2022.20.4.242","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.242","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48516033","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
LSTM Model-based Prediction of the Variations in Load Power Data from Industrial Manufacturing Machines 基于LSTM模型的工业制造机械负荷数据变化预测
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.295
Rita Rijayanti, Kyohong Jin, Mintae Hwang
{"title":"LSTM Model-based Prediction of the Variations in Load Power Data from Industrial Manufacturing Machines","authors":"Rita Rijayanti, Kyohong Jin, Mintae Hwang","doi":"10.56977/jicce.2022.20.4.295","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.295","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47024316","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
Dispersion-Managed Link Configured with Repetitively Shaped Dispersion Maps and Embedded with Mid-span Spectral Inversion 色散管理链路配置重复形状色散图和嵌入中跨度光谱反演
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.235
Jae-Pil Chung, Seong-Real Lee
{"title":"Dispersion-Managed Link Configured with Repetitively Shaped Dispersion Maps and Embedded with Mid-span Spectral Inversion","authors":"Jae-Pil Chung, Seong-Real Lee","doi":"10.56977/jicce.2022.20.4.235","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.235","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47791650","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
Text Summarization on Large-scale Vietnamese Datasets 大规模越南语数据集的文本摘要
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.309
Timothy Nguyen, T. Do
{"title":"Text Summarization on Large-scale Vietnamese Datasets","authors":"Timothy Nguyen, T. Do","doi":"10.56977/jicce.2022.20.4.309","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.309","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70905010","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
Automatic Generation of Video Metadata for the Super-personalized Recommendation of Media 用于媒体超个性化推荐的视频元数据的自动生成
Journal of Information and Communication Convergence Engineering Pub Date : 2022-12-31 DOI: 10.56977/jicce.2022.20.4.288
Sungjung Yong, Hyo Gyeong Park, Yeonhwi You, Il-Young Moon
{"title":"Automatic Generation of Video Metadata for the Super-personalized Recommendation of Media","authors":"Sungjung Yong, Hyo Gyeong Park, Yeonhwi You, Il-Young Moon","doi":"10.56977/jicce.2022.20.4.288","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.4.288","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42124377","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
A Modified Steering Kernel Filter for AWGN Removal based on Kernel Similarity 一种改进的基于核相似度的AWGN去除导向核滤波器
Journal of Information and Communication Convergence Engineering Pub Date : 2022-09-30 DOI: 10.56977/jicce.2022.20.3.195
Bong-Won Cheon, N. Kim
{"title":"A Modified Steering Kernel Filter for AWGN Removal based on Kernel Similarity","authors":"Bong-Won Cheon, N. Kim","doi":"10.56977/jicce.2022.20.3.195","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.3.195","url":null,"abstract":"","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46817555","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
SVM on Top of Deep Networks for Covid-19 Detection from Chest X-ray Images 基于深度网络的SVM用于胸部X射线图像中的新冠肺炎检测
Journal of Information and Communication Convergence Engineering Pub Date : 2022-09-30 DOI: 10.56977/jicce.2022.20.3.219
Thanh-Nghi Do, Van-Thanh Le, T. Doan
{"title":"SVM on Top of Deep Networks for Covid-19 Detection from Chest X-ray Images","authors":"Thanh-Nghi Do, Van-Thanh Le, T. Doan","doi":"10.56977/jicce.2022.20.3.219","DOIUrl":"https://doi.org/10.56977/jicce.2022.20.3.219","url":null,"abstract":"In this study, we propose training a support vector machine (SVM) model on top of deep networks for detecting Covid-19 from chest X-ray images. We started by gathering a real chest X-ray image dataset, including positive Covid-19, normal cases, and other lung diseases not caused by Covid-19. Instead of training deep networks from scratch, we fine-tuned recent pre-trained deep network models, such as DenseNet121, MobileNet v2, Inception v3, Xception, ResNet50, VGG16, and VGG19, to classify chest X-ray images into one of three classes (Covid-19, normal, and other lung). We propose training an SVM model on top of deep networks to perform a nonlinear combination of deep network outputs, improving classification over any single deep network. The empirical test results on the real chest X-ray image dataset show that deep network models, with an exception of ResNet50 with 82.44%, provide an accuracy of at least 92% on the test set. The proposed SVM on top of the deep network achieved the highest accuracy of 96.16%. © The Korea Institute of Information and Communication Engineering","PeriodicalId":37530,"journal":{"name":"Journal of Information and Communication Convergence Engineering","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41433319","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
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