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| 1 | A nowcasting model for the prediction of typhoon tracks based on a long short term memory neural network显示文摘It is of vital importance to reduce injuries and economic losses by accurate forecasts of typhoon tracks. A huge amount of typhoon observations have been accumulated by the meteorological department, however, they are yet to be adequately utilized. It is an effective method to employ machine learning to perform forecasts. A long short term memory(LSTM) neural network is trained based on the typhoon observations during 1949–2011 in China's Mainland, combined with big data and data mining technologies, and a forecast model based on machine learning for the prediction of typhoon tracks is developed. The results show that the employed algorithm produces desirable 6–24 h nowcasting of typhoon tracks with an improved precision. | GAO Song ZHAO Peng PAN Bin LI Yaru ZHOU Min XU Jiangling ZHONG Shan SHI Zhenwei | 2018 | Acta Oceanologica Sinica2018，37，5： | 17 |
| 2 | Non-destructive detection of pigments in oil painting by using terahertz tomography显示文摘Dear Editors,Terahertz technology has been applied in many fields[1–3].The protection and restoration of historical relics and cultural heritage,which is a new application area of terahertz technology,have been attracting much attention recently[4,5]because of its social significance and market prospects.The most important premise is to obtain information of the cultural relics without damaging them again.Therefore the appropriate non-destructively testing methods are | ZHANG ZhenWei WANG KeJia LEI Yong ZHANG ZhuoYong ZHANG ZhenWei WANG KeJia LEI Yong ZHANG ZhuoYong ZHAO YuanMeng LI ChenYu GU An SHI NingChang ZHAO Kun ZHAN HongLei ZHANG CunLin | 2015 | Science China(Physics,Mechanics & Astronomy)2015，58，12： | 8 |
| 3 | Safety of endovascular therapy for symptomatic intracranial artery stenosis:a national prospective registry显示文摘Introduction The safety outcomes of endovascular therapy for intracranial artery stenosis in a real-world stetting are largely unknown.The Clinical Registration Trial of Intracranial Stenting for Patients with Symptomatic Intracranial Artery Stenosis(CRTICAS)was a prospective,multicentre,real-world registry designed to assess these outcomes and the impact of centre experience.Methods 1140 severe,symptomatic intracranial arterial stenosis(ICAS)patients treated with endovascular therapy were included from 26 centres,further divided into three groups according to the annual centre volume of intracranial angioplasty and stent placement procedures over 2 years:(1)high volume for≥25 cases/year;(2)moderate volume for 10–25 cases/year and(3)low volume for<10 cases/year.Results The rate of 30-day stroke,transient ischaemic attack or death was 9.7%(111),with 5.4%,21.1%and 9.7%in high-volume,moderate-volume and low-volume centres,respectively(p<0.05).Multivariable logistic regression confirmed high-volume centres had a significantly lower primary endpoint compared with moderate-volume centres(OR=0.187,95%CI:0.056 to 0.627;p≤0.0001),while moderate-volume and low-volume centres showed no significant difference(p=0.8456).Conclusion Compared with the preceding randomised controlled trials,this real-world,prospective,multicentre registry shows a lower complication rate of endovascular treatment for symptomatic ICAS.Non-uniform utilisation in endovascular technology,institutional experience and patient selection in different volumes of centres may have an impact on overall safety of this treatment. | Yabing Wang Tao Wang Adam Andrew Dmytriw Kun Yang Liqun Jiao Huaizhang Shi Jie Lu Tianxiao Li Yujie Huang Zhenwei Zhao Wei Wu Jieqing Wan Qinjian Sun Bo Hong Yongli Li Liyong Zhang Jianfeng Chu Qiong Cheng Yiling Cai Pengfei Wang Qi Luo Hua Yang Baijing Dong Yang Zhang Jun Zhao Zuoquan Chen Wei Li Xiaoxin Bai Weiwen He Xueli Cai Maimai Ti Osama O Zaidat | 2022 | Stroke & Vascular Neurology2022，7，2： | 3 |
| 4 | Blind Source Extraction for Noisy Mixtures by Combining Gaussian Moments and Generalized Autocorrelations显示文摘 | Hongjuan Zhang Zhenwei Shi Chonghui Guo Enmin Feng | 2008 | Neural Processing Letters2008，，3： | 1 |
| 5 | A randomized, multi-central, controlled study of patients with hepatitis B e antigen-positive chronic hepatitis B treated by adefovir dipivoxil or adefovir dipivoxil plus bicyclol显示文摘 | Wen Xie Guangfeng Shi Hongfei Zhang Guiming Zhao Zujiang Yu Zhenwei Lang Hong Zhao Jie Yan Jun Cheng | 2012 | Hepatology International2012，，2： | 1 |
| 6 | A Fixed-pointAlgorithm for Blind Source Separation with NonlinearAutocorrelation显示文摘 | SHI Zhenwei JIANG Zhiguo ZHOU Fugen | 2009 | Journal of Computatianal andApplied Mathematics2009，223，02： | 1 |
| 7 | Semi-blind Source Extraction for Fetal Electrocardiogram Extraction by Combining Non-Gaussianity and Time-correlation 显示文摘 | Shi Zhenwei Zhang Changshui | 2007 | Neuroeomputing2007，70，： | 1 |
| 8 | Blind source separation of more sources than mixtures using sparse mixture models显示文摘 | Shi Zhenwei Tang Huanwen Tang Yiyuan | 2005 | Pattern Recognition Letters2005，，26： | 1 |
| 9 | A new machine vi-sion system with visual attention function显示文摘 | Shi Jinfang Su Zhenwei Li Guohui | 2010 | Journal of In-formation and Computational Science2010，7，14： | 1 |
| 10 | A review of water flooding issues in the proton exchange membrane fuel cell显示文摘 | Hui Li Yanghua Tang Zhenwei Wang Zheng Shi Shaohong Wu Datong Song Jianlu Zhang Khalid Fatih Jiujun Zhang Haijiang Wang Zhongsheng Liu Rami Abouatallah Antonio Mazza | 2007 | Journal of Power Sources2007，，1： | 1 |
| 11 | A new ma- chine vision system with visual attention function 显示文摘 | Shi Jinfang Su Zhenwei Li Guohui | 2010 | Journal of Information and Computational Science2010，7，14： | 1 |
| 12 | Hyperspectral and panchromatic image fusion using unmixing-based constrained normegative matrix factorization 显示文摘 | Zhang Zhou Shi Zhenwei An Zhenyu | 2013 | Optik-International Journal for Light and Electron Optics2013，124，13： | 1 |
| 13 | Blind separation of superimposed moving images using image statistics显示文摘 | Crai Kun Shi Zhenwei Zhang Changshui | 2012 | IEEE Transactions on Pattern Analysis and Machine Intelligence2012，34，： | 1 |
| 14 | Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation显示文摘 | Shi Zhenwei Zhang Changshui | 2007 | Neurcocomputing2007，70，： | 1 |
| 15 | Optimality conditions and duality for a minimax fractional programming with generalized convexity显示文摘 | Liang Zhi'an Shi Zhenwei | 2003 | Journal Mathematical Analysis and Applications2003，277，2： | 1 |
| 16 | Interactive localized content based image retrieval with multiple- instance active learning显示文摘 | Zhang Dan Wang Fei Shi Zhenwei | 2010 | Pattern Recognition2010，43，3： | 1 |
| 17 | Blind separation of superimposed moving images using image statistics 显示文摘 | Gai Kun Shi Zhenwei Zhang Changshui | 2012 | IEEE Transaction on pattern analysis and Machine Intelligence2012，34，1： | 1 |
| 18 | A new fixed-point algorithm for independent component analysis 显示文摘 | Shi Zhenwei Tang Huanwen Tang Yiyuan | 2004 | Neurocomputing2004，56，： | 1 |
| 19 | Regularized Simulta- neous Forward Backward Greedy Algorithm for Sparse Unmixing of Hyperspectral Data显示文摘 | Tang Wei Shi Zhenwei Wu Ying | 2014 | IEEE Transactions on Geoscience and Remote Sensing2014，52，9： | 1 |
| 20 | Blind Source Extraction Using Generalized Autocorrelations显示文摘 | Shi Zhenwei Zhang Changshui | 2007 | IEEE Transactions on Neural Networks2007，18，5： | 1 |
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