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2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)最新文献

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Analyzing and Battling The Emerging Variants Of Covid-19 Using Artificial Neural Network And Blockchain 利用人工神经网络和区块链分析和对抗新出现的Covid-19变体
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674142
R. U. Khan, A. Haq, S. Hussain, Shakir Ullah, Sultan Almakdi, Rajesh Kumar, H. H. Shah, Jianping Li
{"title":"Analyzing and Battling The Emerging Variants Of Covid-19 Using Artificial Neural Network And Blockchain","authors":"R. U. Khan, A. Haq, S. Hussain, Shakir Ullah, Sultan Almakdi, Rajesh Kumar, H. H. Shah, Jianping Li","doi":"10.1109/ICCWAMTIP53232.2021.9674142","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674142","url":null,"abstract":"The fast expansion of the COVID-19 epidemic has revealed the shortcomings of current healthcare institutions in dealing with public emergency situations. One of the big reasons of Covid-19 spread is the lack of standard track and trace mechanisms in healthcare infrastructures. Furthermore, throughout the epidemic, the transmission of disinformation has accelerated, and existing platforms lacking capability of verifying the veracity of information, resulting to social unrest and illogical conduct. Therefore, building a track and trace system is critical to ensuring that data collected by the government and the public entities is accurate and dependable. It is obvious that implementing state-of-the-art predictive models like Artificial Neural Network and Blockchain-based traceable mechanisms can help to prevent the spreads of the new variants. In this paper, we proposed a Blockchain based traceable model to track and trace the infected cases so to help an effective planning to prevent the spread.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121247494","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
Enhancing Cloud Data Privacy Using Pre-Internet Data Encryption 使用前互联网数据加密增强云数据隐私
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674141
Momanyi Biffon Manyura, Sintayehu Mandefro Gizawl
{"title":"Enhancing Cloud Data Privacy Using Pre-Internet Data Encryption","authors":"Momanyi Biffon Manyura, Sintayehu Mandefro Gizawl","doi":"10.1109/ICCWAMTIP53232.2021.9674141","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674141","url":null,"abstract":"Cloud computing is one of the greatest and authoritative paradigms in computing as it provides access and use of various third-party services at a lower cost. However, there exist various security challenges facing cloud computing especially in the aspect of data privacy and this is more critical when dealing with sensitive personal or organization's data. Cloud service providers encrypt data during transfer from the local hard drive to the cloud server and at the server-side, the only problem is that the encryption key is stored by the service provider meaning they can decrypt your data. This paper discusses how cloud security can be enhanced by using client-side data encryption (pre-internet encryption), this will allow the clients to encrypt data before uploading to the cloud and store the key themselves. This means that data will be rendered to the cloud in an unreadable and secure format that cannot be accessed by unauthorized persons.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115677978","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
Solving TPS by SA Based on Probabilistic Double Crossover Operator 基于概率双交叉算子的SA求解TPS
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674103
Xiaodong Yang, Le Dong, Chen Su
{"title":"Solving TPS by SA Based on Probabilistic Double Crossover Operator","authors":"Xiaodong Yang, Le Dong, Chen Su","doi":"10.1109/ICCWAMTIP53232.2021.9674103","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674103","url":null,"abstract":"The Traveling Salesman Problem (TSP), the study of its heuristic algorithm and approximate algorithm has always been a hot research direction. In this paper, we propose a simulated annealing algorithm based on the probability double crossover operator, dynamically combine the Swap operator and the Inversion order operator. In each annealing process Compared with the previous single operator, our algorithm can select different crossover operators based on probability to generate new feasible solutions, and the algorithm is more sensitive to the variability of feasible solutions. The beilin52 example shows: Compared with the classic simulated annealing algorithm based on the exchange operator, our algorithm increases the variability of the feasible solution of the TSP problem in the optimization iteration process, making the current optimal solution easier to jump out of the local optimal solution “Trap”, so as to better converge to the global optimal solution.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114566199","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
Forecasting Time Series COVID-19 Statistical Data with Auto-Regressive Integrated Moving Average and Box-Jenkins' Models 用自回归综合移动平均和Box-Jenkins模型预测时间序列COVID-19统计数据
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674126
R. U. Khan, S. Hussain, Amin Ul Haq, M. Asif, M. Yousaf, Aimel Zafar, Sultan Almakdi, Jianping Li, Muhammad Anwar Malghani
{"title":"Forecasting Time Series COVID-19 Statistical Data with Auto-Regressive Integrated Moving Average and Box-Jenkins' Models","authors":"R. U. Khan, S. Hussain, Amin Ul Haq, M. Asif, M. Yousaf, Aimel Zafar, Sultan Almakdi, Jianping Li, Muhammad Anwar Malghani","doi":"10.1109/ICCWAMTIP53232.2021.9674126","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674126","url":null,"abstract":"The current epidemic situation due to COVID-19 is a public health disaster worldwide. Forecasting play's, a crucial role in determining the pandemic's hypothetical situation and economic situation. It provides the base for authorities, public health officials, management teams, and other stakeholders to plan for future preventive actions in their companies, citizens, and governments. This paper proposes Auto-Regressive Integrated Moving Average mathematical modeling in integration with Box-Jenkins' model-building approach examining the variation in pandemic severity through the Loess smoothed curves to forecast the COVID-19 pandemic situation. The time-plot and forecasting results show Chinese resilience to pact with pandemic situation effectively whereas India was severely affected by the pandemic. The future forecast for India shows the worst situation by the end of 2021. Pakistan and Bangladesh are the least affected among the specified countries while decline in weekly death cases has been observed in Iran till the end of 2021. We observed the Case Fatality Ratio (CFR) of 2.08% globally.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122145173","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
Carbon Emission Monitoring and Credit Trading: The Blockchain and IOT Approach 碳排放监测和信用交易:区块链和物联网方法
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674144
Derrick Effah, Bai Chunguang, Francis Appiah, B. L. Y. Agbley, Mathew Quayson
{"title":"Carbon Emission Monitoring and Credit Trading: The Blockchain and IOT Approach","authors":"Derrick Effah, Bai Chunguang, Francis Appiah, B. L. Y. Agbley, Mathew Quayson","doi":"10.1109/ICCWAMTIP53232.2021.9674144","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674144","url":null,"abstract":"Over the years, carbon dioxide emissions are the primary cause of climate change due to its quantum release by anthropogenic activities. However, inconsistencies in current carbon dioxide emission data make it difficult to ascertain the actual companies' emissions as well as difficulties in assessing trading routes between emitters and cleaners. These inconsistencies impede the sustainable development of low-carbon cities in current times. Therefore, a decentralized, transparent, traceable, and trustless system for carbon emission monitoring and credit trading is imperative in meeting low carbon cities' development. This paper proposes a Blockchain and IoT-based framework on the FISCO bcos platform to monitor enterprise carbon emissions coupled with carbon credit trading using a smart contract. An evaluation of our system demonstrates that our system outperforms other solutions with comparisons on system median response time. The smart contract code for this work is available at: https://github.com/De-miles1/Carbon/tree/master.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"40 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123975485","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: 6
Distributed Motion Control of UAVs for Cooperative Target Location Under Compound Constraints 复合约束下无人机协同目标定位的分布式运动控制
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674077
Chen Xi, Qin Kaiyu, Luo Xuan, Huo Huansong, Gou Rui, Li Rui, Wang Jingbo, Chen Bin
{"title":"Distributed Motion Control of UAVs for Cooperative Target Location Under Compound Constraints","authors":"Chen Xi, Qin Kaiyu, Luo Xuan, Huo Huansong, Gou Rui, Li Rui, Wang Jingbo, Chen Bin","doi":"10.1109/ICCWAMTIP53232.2021.9674077","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674077","url":null,"abstract":"This paper focuses on the cooperative motion control problem for a dual-UAV system to locate a target under compound constraints and limited maneuverability. A pair of optimal observation points is calculated based on the triangulation method, so that the positioning problem can be accomplished by a cooperative formation tracking control of the UAVs. Theoretically, the paper achieves the target state estimation and prediction based on the Extended Kalman Filter method, and introduces a distributed motion control algorithm of dual-UAV for cooperative target positioning based on the optimal observation points and artificial potential field. The proposed method satisfies the constraint conditions and improves the target positioning accuracy when performing target location task. Finally, numerical simulation results verify the effectiveness of the scheme.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124369586","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
SAR Ship Instance Segmentation Based on Hybrid Task Cascade 基于混合任务级联的SAR舰船实例分割
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674106
Zhang Tianwen, Xu Xiaowo, Zhang Xiaoling
{"title":"SAR Ship Instance Segmentation Based on Hybrid Task Cascade","authors":"Zhang Tianwen, Xu Xiaowo, Zhang Xiaoling","doi":"10.1109/ICCWAMTIP53232.2021.9674106","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674106","url":null,"abstract":"Ship detection in synthetic aperture radar (SAR) images has received extensive attention in recent years. Yet, SAR ship instance segmentation is rarely studied. Therefore, we apply the hybrid task cascade (HTC) delving into the targeted ship in-stance segmentation from SAR imagery. HTC comprehensively considers the coupling relationship between the detection task and segmentation task. Specifically, it replaces the original single detection-head (DH) of the raw Mask R-CNN with three cascaded DHs to further improve performance. We perform many experiments based on the public SAR Ship Detection Dataset (SSDD) dataset for verifying the effectiveness of HTC. Finally, it offers a 65.6% detection $AP$ that is superior to Mask R-CNN by 3.4%, and provides a 59.3% segmentation $AP$ that is superior to Mask R-CNN by 1.5% as well.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134058452","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
Optimization Methods For Large-Scale Machine Learning 大规模机器学习的优化方法
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674150
Yuan Gao, Jianping Li, Yue Zhou, Fei Xiao, He Liu
{"title":"Optimization Methods For Large-Scale Machine Learning","authors":"Yuan Gao, Jianping Li, Yue Zhou, Fei Xiao, He Liu","doi":"10.1109/ICCWAMTIP53232.2021.9674150","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674150","url":null,"abstract":"This paper mainly completes the binary classification of RCV1 text data set by logistic regression. Based on the established logistic regression model, the performance and characteristics of three numerical optimization algorithms–random gradient descent, Mini-Batch random gradient and L-BFGS are studied.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129185305","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
The Common and Distinct Altered Functional Activation Of White Matter In Major and Bipolar Depressive Disorders 重度和双相抑郁障碍中白质功能激活的共同和独特改变
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9673708
Tang Qin, Wang Pan, Cui Qian, Chen Huafu
{"title":"The Common and Distinct Altered Functional Activation Of White Matter In Major and Bipolar Depressive Disorders","authors":"Tang Qin, Wang Pan, Cui Qian, Chen Huafu","doi":"10.1109/ICCWAMTIP53232.2021.9673708","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9673708","url":null,"abstract":"Distinguishing major depressive disorder (MDD) and bipolar depressive disorder (BDD) is a clinical challenge. White matter tracts structural abnormalities have been documented in MDD and BDD. However, the function changes of white matter (WM) are still unclear across MDD and bipolar disorder. A total of 244 participants (MDD = 98, BDD = 54 and healthy controls [HC] = 92) were included in the present study. Amplitude of low-frequency fluctuations (ALFF) was adopted to measure the functional activation of WM. Compared with HC, MDD exhibited specific ALFF abnormalities in brainstem, right corona radiata (CR), but BDD showed specific ALFF abnormality in the left thalamus-WM. The decreased ALFF in left CR was revealed both in MDD and BDD compared with HC. The opposite correlation between the left CR and depressive severity in MDD was observed. Our findings provided a preliminary exploration from the perspective of WM functional signals, which suggest that abnormally reduced functional activation in WM provide evidence and new view to understand the pathophysiology of MDD and BDD.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124249641","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
Blockchain Technology: Opportunities and Challenges in Copyright Industry 区块链技术:版权行业的机遇与挑战
2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) Pub Date : 2021-12-17 DOI: 10.1109/ICCWAMTIP53232.2021.9674178
Wang Zimu
{"title":"Blockchain Technology: Opportunities and Challenges in Copyright Industry","authors":"Wang Zimu","doi":"10.1109/ICCWAMTIP53232.2021.9674178","DOIUrl":"https://doi.org/10.1109/ICCWAMTIP53232.2021.9674178","url":null,"abstract":"This paper focuses on the application of blockchain technology in the copyright field. This distributed digital ledger technology offers a platform to record information. Blockchain technology has the potential to take over the current Digital Risk Management System (DRMS) and improve the current situation. However, the technology has its limitations and may bring future challenges in the industry.","PeriodicalId":358772,"journal":{"name":"2021 18th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122467580","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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