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2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)最新文献

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Real-time detection method of surface floating objects based on deep learning 基于深度学习的水面漂浮物实时检测方法
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00053
Zou Shanhua, Peng Li, Fang Ning-sheng
{"title":"Real-time detection method of surface floating objects based on deep learning","authors":"Zou Shanhua, Peng Li, Fang Ning-sheng","doi":"10.1109/DCABES50732.2020.00053","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00053","url":null,"abstract":"In order to solve the problem that the surface floating object needs manual inspection and time-consuming and labor-intensive problems, and the information of single monitoring means is not comprehensive, this paper proposes a set of integrated monitoring and detection system, which can monitor the video image information in various scenarios. Automatically alert and dispose of. Based on the video surveillance-based surface floating object detection algorithm, the darknet framework is used to establish a deep learning network, and the improved YOLOv3 detection algorithm is designed to solve the problem that the garbage floating on the fast flowing water surface and the algae and other pollutants cannot be quickly identified.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126914448","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 classification algorithms for attention mechanism 注意机制的分类算法研究
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00058
Zhuoqun Yang, Tao Zhang, Jie Yang
{"title":"Research on classification algorithms for attention mechanism","authors":"Zhuoqun Yang, Tao Zhang, Jie Yang","doi":"10.1109/DCABES50732.2020.00058","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00058","url":null,"abstract":"In this paper, we solve the image classification task by capturing context dependencies based on spatial and channel attention mechanism. Unlike previous research on feature fusion, we propose an attention module based on spatial and channel dimensions. This module derives attention maps respectively from spatial and channel, then for feature refinement we multiply the attention map into the feature map. Meanwhile, the module can be easily embedded into the network structures due to it is lightweight. The channel attention module selectively enhances some feature channels and suppresses certain feature channels by integrating the relationship between each feature channel. By weighting the features of all locations, spatial attention module aggregates location features. Regardless of distance, similar features are interrelated. Our module is evaluated through experiments on the ImageNet-1K and CIFAR-100 datasets.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116815914","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: 7
Resource Allocation and Task Scheduling Scheme in Priority-Based Hierarchical Edge Computing System 基于优先级的分层边缘计算系统中的资源分配与任务调度方案
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00021
J. Liao, Xuelin Wu
{"title":"Resource Allocation and Task Scheduling Scheme in Priority-Based Hierarchical Edge Computing System","authors":"J. Liao, Xuelin Wu","doi":"10.1109/DCABES50732.2020.00021","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00021","url":null,"abstract":"By offloading intensive computing tasks to the edge cloud, mobile edge computing can meet the end-to-end delay requirements of milliseconds. A hierarchical edge computing offloading framework based on emergency priority is proposed in this paper. A resource allocation and task scheduling optimization scheme based on service emergency priority is proposed to minimize the total delay of the system and ensure the minimum delay experienced by high priority services. Then, in order to ensure that the delay of high priority tasks is still minimum under very dense conditions, a dynamic priority task scheduling algorithm (DPTSA) is designed on the fog server. Simulation results show that the proposed system framework and algorithm can reduce the average delay of system tasks, and significantly reduce the delay of high priority tasks.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131582934","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: 8
An Improved Flower Pollination Algorithm for Global Numerical Optimization 一种改进的花卉授粉全局数值优化算法
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00077
Kezhong Lu, Zongmin Ma, Xiaofei Yang, Hao Zhou
{"title":"An Improved Flower Pollination Algorithm for Global Numerical Optimization","authors":"Kezhong Lu, Zongmin Ma, Xiaofei Yang, Hao Zhou","doi":"10.1109/DCABES50732.2020.00077","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00077","url":null,"abstract":"A new bionic algorithm named as Flower Pollination algorithm (FPA) was proposed by Yang. FPA has some shortcomings, such as premature convergence, low precision, et al. So an improved flower pollination algorithm (IFPA) is proposed in this paper. IFPA combines three aspects: global pollination with quantum search mechanics, local pollination with DE/rand/1 mutation, and switch on dimensions. The experimental results show that IFPA can speed up convergence and improve accuracy.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133031760","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
Speech Therapy Clinic Workflow at One of the Government Hospitals in Saudi Arabia: Process Analysis and Recommendations 沙特阿拉伯一家政府医院的语言治疗诊所工作流程:过程分析和建议
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00041
Saja A Al-Rayes, Fatimah Ali Al-Shatti
{"title":"Speech Therapy Clinic Workflow at One of the Government Hospitals in Saudi Arabia: Process Analysis and Recommendations","authors":"Saja A Al-Rayes, Fatimah Ali Al-Shatti","doi":"10.1109/DCABES50732.2020.00041","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00041","url":null,"abstract":"Background: Speech therapy, one of the rehabilitation specialties, is expected to be in severe shortage-as aging, population growth, and medical advances that prolong life have increased the need for rehabilitation services. However, the integration of telehealth technologies into the provision of health services in general and speech therapy services, in particular, offers effective solutions to this challenge. Objectives: To analyze the current workflow in the speech therapy clinic at one of the specialist hospitals in Saudi Arabia and figure out the alternative solutions to maximize the treatment benefits. Methodology: Data collection was done for one month using qualitative methods, including process observation and informal conversations with three speech pathologists who work in the clinic. Result: The speech therapy provided services according to the general practice guidelines; however, these services can be improved by implementing a new therapy approach. Conclusion: Although there are many barriers to the use of telehealth in speech pathology, many of its benefits in clinical practice were identified. These benefits can be used to catalyze the expansion of the role of telehealth role speech therapy.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130291615","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 application of data sharing platform integrating Ethereum and IPFs Technology 集成以太坊与IPFs技术的数据共享平台的研究与应用
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00079
Sun Jianjun, Liao Ming, Ma Jingang
{"title":"Research and application of data sharing platform integrating Ethereum and IPFs Technology","authors":"Sun Jianjun, Liao Ming, Ma Jingang","doi":"10.1109/DCABES50732.2020.00079","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00079","url":null,"abstract":"The development of the Internet has increased the amount of data exponentially, and the reliable transmission, sharing, and storage of data have become the primary problems of data sharing. This article combines the decentralized and irreversible characteristics of the Ethereum blockchain, integrates IPFS distributed storage technology, and proposes a data sharing platform under a new technology environment to ensure data security, user rights protection, and high-speed data processing. Provide a new technology application environment for current data sharing.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116879084","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: 15
Finger vein recognition based on DSST decomposition 基于DSST分解的手指静脉识别
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00036
Xiaofei Yang, Li Yang, Kezhong Lu
{"title":"Finger vein recognition based on DSST decomposition","authors":"Xiaofei Yang, Li Yang, Kezhong Lu","doi":"10.1109/DCABES50732.2020.00036","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00036","url":null,"abstract":"Among the many biometric recognition techniques, finger vein recognition has many advantages, such as in-vivo recognition, high anti-counterfeiting, high acceptability, and high stability, etc., but the structure of finger vein is simple and the available information is less. The traditional feature extraction method is not fully used to extract finger vein structure information. In this paper, discrete separable shearlet transformation (DSST) are used to extract finger vein features. DSST is used to decompose the image of finger vein, and the decomposition coefficient is obtained and analyzed. The experimental results show that this method can provide an effective and sparse feature description of the original finger vein image, and also obtain a good recognition effect when the quality of some images is poor.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121687525","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
Siamese Network cooperating with Multi-head Attention for semantic sentence matching 连体网络与多头注意协同进行语义句匹配
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00068
Zhao Yuan, Sun-Ah Jun
{"title":"Siamese Network cooperating with Multi-head Attention for semantic sentence matching","authors":"Zhao Yuan, Sun-Ah Jun","doi":"10.1109/DCABES50732.2020.00068","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00068","url":null,"abstract":"To compare a pair of sentences is a fundamental technology in many NLP tasks. According to the difference between the pair of sentence, we divide semantic sentence matching into two situations: Situation A is that the pair of sentences are worded with a context relationship, Situation B is that two are equal in semantics. Models for Situation A works in Situation B too, so prior deep work mostly model each sentence's representation considering the interaction of the other sentence simultaneously. However, models designed for Situation A bring redundant information for Situation B. In this paper, for sentence pairs with equivalence, we present a deep architecture with comparison-interaction separated to match two sentences, which based on Siamese network for comparison and multi-head attention for interaction information between sentence pairs. Experimental results on the latest Chinese sentence matching datasets outline the effectiveness of our approach.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131446253","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
Development Status and Countermeasures of Cross-Border E-Commerce Financial Services in China 中国跨境电子商务金融服务发展现状及对策
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00085
A. Xu, XinYan Li
{"title":"Development Status and Countermeasures of Cross-Border E-Commerce Financial Services in China","authors":"A. Xu, XinYan Li","doi":"10.1109/DCABES50732.2020.00085","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00085","url":null,"abstract":"With the rapid development of Cross-Border e-Commerce (CBEC) in the past decade, the governments all over the world actively develop various supporting policies. It is necessary for commercial banks and financial institutions to innovate their ideas and business models so as to better adapt to development of CBEC, due to their role of providing financing and settlement services. This article analyzes the different modes of financing and settlement methods and some existing problems of CBEC in China, and then proposed some countermeasures, e.g., ensuring the financial security, establishing an international regulatory cooperation and dispute settlement mechanisms and optimizing the process of online financing services for CBEC, etc.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131585935","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
Integration of Internet of Things and blockchain for chattel asset pledge financial service 物联网与区块链融合用于动产资产质押金融服务
2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES) Pub Date : 2020-10-01 DOI: 10.1109/DCABES50732.2020.00051
Mingjuan Wu, Haitao Liu
{"title":"Integration of Internet of Things and blockchain for chattel asset pledge financial service","authors":"Mingjuan Wu, Haitao Liu","doi":"10.1109/DCABES50732.2020.00051","DOIUrl":"https://doi.org/10.1109/DCABES50732.2020.00051","url":null,"abstract":"This paper demonstrates how to use IoT and blockchain to enable chattel asset pledge financial service. In the beginning, the background, the advantages and challenges for integration of IoT and blockchain technologies for industries are introduced, and then the relevant survey are studied. The actors in the chattel asset monitoring application scenario, relationships, data flow and interaction sequences among the involving actors are depicted, Finally, the conclusion has been given to summarize the paper.","PeriodicalId":351404,"journal":{"name":"2020 19th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131732712","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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