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Design and Application of Teaching about Network Course Education based on Cloud Computing
Duanli Yang,Tao Guo,Liguo Zhang 보안공학연구지원센터 2016 International Journal of Grid and Distributed Comp Vol.9 No.3
Network cloud computing has become a convenient tool for people to continuous learning, it provides conditions to engage in scientific research for our new generation of sports workers future employment and development. In this paper, a cloud computing model was established, and research and development of network course education based on cloud computing is a kind of practice and the accumulation of the technology, which can develop a perfect function, with good interactive performance, can solve various problems of physical training. And the effect of prediction model time is more close to actual time, can efficiently limit the possibility of falling into local convergence, the optimal solution’s time of objective function value is shorten which meet the student’s needs .
MEMD Interval Threshold Filter and Twin SVM for Electromagnetic Template Attack
Duan Li,Hong-xin Zhang,Qiang Li,Xinjie Zhao,Pengfei He 보안공학연구지원센터 2016 International Journal of Signal Processing, Image Vol.9 No.11
To overcome the dependence on prior knowledge of traditional filtering algorithm, this paper proposes a novel non-parameter and adaptive multivariate empirical mode decomposition interval threshold (MEMD-IT) denoising approach for signal preprocessing of electromagnetic template attack(ETA). MEMD-IT can reduce the discontinuity induced by traditional MEMD-DT and aims to remove the Gaussian noise coupled into side-channel electromagnetic radiations. The proposed method and some other filters such as butterworth low-pass filter(BLPF),wavelet threshold denoising and MEMD direct threshold (MEMD-DT) denoising are applied to analyze the electromagnetic radiation traces intercepted while cipher device was implementing RC4 encryption algorithm. Furthermore, twin SVM multi-class classifier based ETA was performed to evaluate the attack results. In the same attack scenario, the highest predictive success rate for 9 Hamming Weights of the key reached 92%,90%,84%,83% and 73% for MEMD-IT, WFTF, MEMD-DT,WULETF and BLPF preprocessing methods, respectively. The experiment results indicate that our proposed scheme has a significant performance compared with the traditional ETA.
A Study on Market Efficiency with the Indexes of SSEC and SZSEC of China
Guo Xi DUAN(Guo Xi DUAN ),Hisashi TANIZAKI(Hisashi TANIZAKI ) 한국유통과학회 2022 The Journal of Asian Finance, Economics and Busine Vol.9 No.9
This paper studies market efficiency from a weak form aspect using opening and closing prices of the Shanghai stock exchange composite index (SSEC) and Shenzhen stock exchange composite index (SZSEC) under the expected return theory. Classical methods (autocorrelation and runs test) are used to examine the features of stock returns, and little evidence against mutual independence of returns is found. We predict daily returns of SSEC and SZSEC with AR(p) and VAR(p) models (in this paper, p = 5 is taken as a one-week lag) and perform a virtual experiment on two indexes based on the predicted value of daily returns from AR(p) or VAR(p) model. From the results of AR(p) and VAR(p) for two indexes, we attempt to find out how the market efficiency level changes when the information from the other market is under consideration as we check the market efficiency level in one market. We find that SSEC in 2014–2016 and SZSEC in 2015–2016 are inefficient from the result of autocorrelation, that SSEC in 2016 and SZSEC in 2013 are not efficient from the result of runs test, that the stock market is efficient except 2005, 2009, 2010 and 2017 in SSEC and 2005, 2016 and 2017 in SZSEC and that SSEC is more influenced by SZSEC but SSEC influences SZSEC less from the result of the virtual experiment.
A simple model for the f?d transition of actinide and heavy lanthanide ions in crystals
Chang-Kui Duan,Michael F. Reid,Gang Ruan 한국물리학회 2006 Current Applied Physics Vol.6 No.3
The original simple model for 4f5d transitions [C.K. Duan, M.F. Reid, G.W. Burdick, Phys. Rev. B 6 (2002) 155108; C.K. Duan,M.F. Reid, J. Solid State Chem. 171 (2003) 299], which assumes a stronger exchange Coulomb interaction between 4forbitals and 5dorbitals than the 4fspinorbit interaction, is extended to the case where the eect of thef(4ffor heavy lanthanide and 5ffor actinidef5dspectra of heavy lanthanide and actinide ions in crystals.
Duan, Jia-xi,Zhang, Lin,Da, Liang-long,Sun, Xue-hai,Chen, Wen-jing The Society of Naval Architects of Korea 2020 International Journal of Naval Architecture and Oc Vol.12 No.1
In ocean environment, the sound speed gradient of seawater has an important influence on far field sound propagation. The FEM/BEM is used to decouple the vibroacoustic radiation of the spherical shell, and the Green function of the virtual source chain is adopted for decoupling. For far field radiated Sound Pressure Level (SPL), the Beam Displacement Ray normal Mode (BDRM) is employed. The vibration and near-/far-field radiated SPL of spherical shell is analyzed in shallow sea uniform layer, negative/positive gradient, negative thermocline environment, and deep-sea sound channel. Results show that the vibroacoustic radiation of spherical shell acted at 300Hz can be analogous to dipole. When the radiated field of the spherical shell is dominated by large-grazing-angle waves, it can be analogous to vertically distributed dipole, and the far field radiated SPL is lower; while similar to horizontally distributed dipole if dominated by small-grazing-angle waves, and the far field SPL is high.
FIXED POINTS OF WEAKLY INWARD 1-SET-CONTRACTION MAPPINGS
Duan, Huagui,Xu, Shaoyuan,Li, Guozhen Korean Mathematical Society 2008 대한수학회지 Vol.45 No.6
In this paper, we introduce a fixed point index of weakly inward 1-set-contraction mappings. With the aid of the new index, we obtain some new fixed point theorems, nonzero fixed point theorems and multiple positive fixed points for this class of mappings. As an application of nonzero fixed point theorems, we discuss an eigenvalue problem.
Duan, Yishan,Kim, Gyeong-Hwuii,Seong, Jong-Hwan,Chung, Hun-Sik,Kim, Han-Soo The Korean Society of Applied Science and Technolo 2015 한국응용과학기술학회지 Vol.32 No.4
This study aimed at evaluating the antioxidant activity of raw yam (Dioscorea batatas $D_{ECNE.}$) extracted by n-butanol and ethyl acetate. The antioxidant activities, including ABTS [2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) diammonium salt] radical scavenging activity, DPPH (2,2-diphenyl-1-picrylhydrazyl) radical scavenging activity, reducing power, and ferric reducing antioxidant power as well as total phenol contents were studied in vitro. Results showed ethyl acetate extract ($111.88{\pm}0.66mg\;CAE/g$) possessed higher total phenol content than n-butanol extract ($78.68{\pm}0.58mg\;CAE/g$). Ethyl acetate extract exhibited stronger antioxidant activity compared with n-butanol extract apart from reducing power assay.
Growth Data of Broiler Chickens Fitted to Gompertz Function
Duan-yai, S.,Young, B.A.,Lisle, A.,Coutts, J.A.,Gaughan, J.B. Asian Australasian Association of Animal Productio 1999 Animal Bioscience Vol.12 No.8
This study describes the growth of broiler chickens to the two forms of Gompertz function for application in broiler production models. The first form is based on the estimated mature weight ($W_A$), while the second is based on the estimated hatch weight ($W_O$). Both equations gave identical estimation because they are mathematically identical. To fit the growth curve of commercial broilers that marketed at 35-42 days, it is unnecessary to keep broilers to near maturity (> day 140) to obtain growth data for deriving the Gompertz function. This date does not improve the curve fitting of the early growing period. Additionally, a high mortality and health problem occurred to this type of chicken after day 105.