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2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)最新文献

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A New Model to Compute The Information Content of Concepts Based on Cilin 基于Cilin的概念信息量计算新模型
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152290
Daoqu Geng, Yifeng Du
{"title":"A New Model to Compute The Information Content of Concepts Based on Cilin","authors":"Daoqu Geng, Yifeng Du","doi":"10.1109/ICEIEC49280.2020.9152290","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152290","url":null,"abstract":"Information Content (IC) calculation plays an important role, because measuring similarities between words is a basic element of computational linguistics and artificial intelligence applications. This paper presents a novel IC value calculation model. Different from previous studies, the novel model considers the context characteristics of concepts in knowledge ontology, such as the depth of concepts, the number of sibling nodes or the number of leaf nodes of concepts, and introduces the dynamic parameter K to dynamically adjust the influence of depth factor on IC value. The experimental results based on PKU-500 dataset show that the correlation coefficient between human judgment and the calculation results of the new model is about 0.50, and compared with the existing IC calculation model, the accuracy of the similarity can be improved by 2% to 10%.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"506 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116329773","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
Deep Learning for The Detection of COVID-19 Using Transfer Learning and Model Integration 基于迁移学习和模型集成的COVID-19检测深度学习
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152329
Ningwei Wang, Hongzhe Liu, Cheng Xu
{"title":"Deep Learning for The Detection of COVID-19 Using Transfer Learning and Model Integration","authors":"Ningwei Wang, Hongzhe Liu, Cheng Xu","doi":"10.1109/ICEIEC49280.2020.9152329","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152329","url":null,"abstract":"We researched the diagnostic capabilities of deep learning on chest radiographs and an image classifier based on the COVID-Net was presented to classify chest X-Ray images. In the case of a small amount of COVID-19 data, data enhancement was proposed to expanded COVID-19 data 17 times. Our model aims at transfer learning, model integration and classify chest X-Ray images according to three labels: normal, COVID-19 and viral pneumonia. According to the accuracy and loss value, choose the models ResNet-101 and ResNet-152 with good effect for fusion, and dynamically improve their weight ratio during the training process. After training, the model can achieve 96.1% of the types of chest X-Ray images accuracy on the test set. This technology has higher sensitivity than radiologists in the screening and diagnosis of lung nodules. As an auxiliary diagnostic technology, it can help radiologists improve work efficiency and diagnostic accuracy.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114584890","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: 50
Construction and Application of Earthquake Emergency Video Conference System 地震应急视频会议系统的建设与应用
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152336
Jingyi Yu, Yanan Chen, Qing-quan Tan
{"title":"Construction and Application of Earthquake Emergency Video Conference System","authors":"Jingyi Yu, Yanan Chen, Qing-quan Tan","doi":"10.1109/ICEIEC49280.2020.9152336","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152336","url":null,"abstract":"Earthquake emergency video conference system is an important method of earthquake emergency command, and also an important way of daily meeting office work. The composition and key technologies of video conference system, and the construction development of such system in the emergency command center of Beijing Earthquake Agency are introduced. This paper expounds the application of video conference system in earthquake emergency command and daily business, with its advantages analyzed. The reasonable utilization of resources and system safety in the future work are put forward for further discussion.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"204 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126647360","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
Computation and Analysis of Constrained Capacity of One-Bit Massive MIMO with CSIR 基于CSIR的1位大规模MIMO约束容量计算与分析
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152293
Zhouwei Yi, P. Wei, H. Zhang, Jie Gu
{"title":"Computation and Analysis of Constrained Capacity of One-Bit Massive MIMO with CSIR","authors":"Zhouwei Yi, P. Wei, H. Zhang, Jie Gu","doi":"10.1109/ICEIEC49280.2020.9152293","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152293","url":null,"abstract":"The one-bit massive multi-input multi-output (MIMO) with receiving channel state information is considered in this letter. This letter focuses on the constrained capacity, i.e., the mutual information with given distribution of the source, computation with given modulation. The complexity analysis shows that the complexity of the constrained capacity computation based on the definition grows exponentially with the number of antennas at the base station. We reduce part of the computation by deriving the definition formulas, and propose the Monte-Carlo method to calculate the remaining part. With the efforts, we reduce the complexity down to polynomial. The numerical results show that the proposed method provides the estimation of the constrained capacity with small error if the number of Monte-Carlo tests is large enough. Analysis based on the numerical results is shown, which provides the system designer a basis for choosing modulation type and signal-to-noise ration level. The result also indicates that the degradation is only 2dB due to the coarse quantization of one-bit system at the main signal-to-noise ration region.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"108 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127059848","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 and Design of Trackless AGV System Based on Global Vision 基于全局视觉的无轨AGV系统研究与设计
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152225
Qingqing Wang, Jiahai Liang, Zhiqiang Rao
{"title":"Research and Design of Trackless AGV System Based on Global Vision","authors":"Qingqing Wang, Jiahai Liang, Zhiqiang Rao","doi":"10.1109/ICEIEC49280.2020.9152225","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152225","url":null,"abstract":"To solve the problems of poor flexibility and relatively high cost of railed AGVs, a trackless AGV system based on global view is proposed. The system consists of the algorithm of AGV detection and recognition in the global vision and operation control. Through projective transformation of real-time video, a global map is generated. In order to ensure the real-time identification and positioning of AGV, an algorithm combining the inter-frame difference method and local dynamic tracking is proposed. With an omni-directional AGV with three Mecanums, the above method is verified. Experimental results show that AGV can complete real-time positioning and guidance in the trackless map, and the average positioning accuracy is less than 5cm.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126110575","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
Emergency Command System for Urban Road Lighting Fault Diagnosis and Maintenance 城市道路照明故障诊断与维护应急指挥系统
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152348
Chen Liang, Lei Liu, Li Xie, Xulan Shen
{"title":"Emergency Command System for Urban Road Lighting Fault Diagnosis and Maintenance","authors":"Chen Liang, Lei Liu, Li Xie, Xulan Shen","doi":"10.1109/ICEIEC49280.2020.9152348","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152348","url":null,"abstract":"Emergency command for urban road lighting fault diagnosis and maintenance is an integral part of the field of smart city. The main contributions of this research are to design an emergency command system that can accurately detect the road lamp failure and plan the optimal path for the maintenance engineer to the fault road lamp node. Firstly, the fault diagnosis model is established for road lamp based on Rough Set theory. Then, the optimal path is planned from maintenance station to failure lamp location by the Dijkstra algorithm. Finally, the software of fault detection and emergency command system is developed for urban road lighting. The experimental results show the effectiveness and feasibility of the proposed system.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126138039","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
ICEIEC 2020 Author Index ICEIEC 2020作者索引
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/iceiec49280.2020.9152328
{"title":"ICEIEC 2020 Author Index","authors":"","doi":"10.1109/iceiec49280.2020.9152328","DOIUrl":"https://doi.org/10.1109/iceiec49280.2020.9152328","url":null,"abstract":"","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128079553","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
Environment-oriented Internet of Things Service Modeling Integrating with User Requirements 结合用户需求的面向环境的物联网服务建模
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152222
Lei Yu, Yang Lu, Benhong Zhang, Ya Li, Fangliang Huang, Yulian Shen
{"title":"Environment-oriented Internet of Things Service Modeling Integrating with User Requirements","authors":"Lei Yu, Yang Lu, Benhong Zhang, Ya Li, Fangliang Huang, Yulian Shen","doi":"10.1109/ICEIEC49280.2020.9152222","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152222","url":null,"abstract":"Compared with traditional Web services, Internet of Things services have higher requirements on response speed, energy consumption and fault tolerance due to the resource constraints and dynamic variability of the physical environment in which they are located, affecting the overall characteristics of the Internet of Things systems. Therefore, it is very necessary to formally model the Internet of Things service based on the external environment where the Internet of Things service is located, and analyze and verify the model in combination with user requirements to ensure the correctness, reliability and stability of the Internet of Things system. For this reason, based on the idea of environment-oriented and fully considering the needs of users, a formal modeling method for Internet of Things services is proposed. Based on the description methods of the atomic service of the Internet of Things, the environment entities interacting with the service and the user requirements, the probabilistic timed automata is used to complete the modeling of the Internet of Things service and its physical environment, and the temporal logic formula is used to complete the modeling of the user requirements. Finally, taking the application scenario of intelligent clinic in the Internet of Things of hospital as an example, the specific modeling process of the Internet of Things service is explained, and the effectiveness and feasibility of the above modeling method are analyzed. This method provides scientific basis and implementation reference for the correctness verification of the functional behavior of Internet of things services and the satisfaction verification of non-functional constraints.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131407027","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
Noise Reduction Framework for Distantly Supervised Relation Extraction with Human in the Loop 基于人在环的远程监督关系提取降噪框架
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152287
Xinyuan Zhang, Hongzhi Liu, Zhonghai Wu
{"title":"Noise Reduction Framework for Distantly Supervised Relation Extraction with Human in the Loop","authors":"Xinyuan Zhang, Hongzhi Liu, Zhonghai Wu","doi":"10.1109/ICEIEC49280.2020.9152287","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152287","url":null,"abstract":"Distant supervision is a widely used data labeling method for relation extraction. While aligning knowledge base with the corpus, distant supervision leads to a mass of wrong labels which are defined as noise. The pattern-based denoising model has achieved great progress in selecting trustable sentences (instances). However, the writing of relation-specific patterns heavily relies on expert’s knowledge and is a high labor intensity work. To solve these problems, we propose a noise reduction framework, NOIR, to iteratively select trustable sentences with a little help of a human. Under the guidance of experts, the iterative process can avoid semantic drift. Besides, NOIR can help experts discover relation-specific tokens that are hard to think of. Experimental results on three real-world datasets show the effectiveness of the proposed method compared with state-of-the-art methods.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122277788","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 Group-based End-to-end Identity Authentication Method for Massive Power Wireless Private Network 大规模电力无线专网中基于组的端到端身份认证方法
2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC) Pub Date : 2020-07-01 DOI: 10.1109/ICEIEC49280.2020.9152318
Wei Li, Yong Dai, Weiwei Miao, Mingxuan Zhang, Jin Fan, R. Liu, Yang Li
{"title":"A Group-based End-to-end Identity Authentication Method for Massive Power Wireless Private Network","authors":"Wei Li, Yong Dai, Weiwei Miao, Mingxuan Zhang, Jin Fan, R. Liu, Yang Li","doi":"10.1109/ICEIEC49280.2020.9152318","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152318","url":null,"abstract":"In view of the frequent access problem of massive terminal equipment in the power wireless private network, it is necessary to develop more efficient access authentication mechanism and technology. This paper designs a new privacy-enhanced group authentication protocol for wireless networks based on the end-to-end identity authentication framework of massive power wireless private networks in groups. Compared with the traditional end-to-end authentication method, this protocol enhances the privacy protection function. At the same time. the protocol can meet the real-time requirements of group communication scenarios, and can also better meet the business requirements of power wireless private network.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121125672","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
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