基于自组织特征映射的矢量量化方法

对自组织特征映射神经网络的特性进行分析，并将其与矢量量化问题的实质进行比较，提出了一个实现矢量量化的自组织特征映射算法。分析与实验表明，该算法是稳定收敛的。算法的学习结果与网络的初始状态无关，并且十分接近于全局最优解的下限。将该算法应用于图像数据的压缩，取得了很好的结果     

Co-substituted ATS-type molecular sieves and films for cyclohexane oxidation

Pure CoAPO-36 crystal grains were synthesized by hydrothermal reaction. Porous α-Al₂O₃, stainless steel and K₂Ti₆O₁₃ supported CoAPO-36 films were fabricated using in situ crystallization for the first time. SEM images and XRD measurements demonstrate that a continuous CoAPO-36 film was obtained on the K₂Ti₆O₁₃ substrate. Diffuse reflectance UV-Vis spectra indicate that Co²⁺ has been incorporated into the ATS framework. Both CoAPO-36 crystal grains and the K₂Ti₆O₁₃ supported CoAPO-36 film exhibit satisfactory catalytic activities for the oxidation of cyclohexane.     

BotGuard: Lightweight real-time botnet detection in software defined networks

The distributed detection of botnets may induce heavy computation and communication costs to network devices. Each device in related scheme only has a regional view of Internet, so it is hard to detect botnet comprehensively. In this paper, we propose a lightweight real-time botnet detection framework called Bot-Guard, which uses the global landscape and flexible configurability of software defined network (SDN) to identify botnets promptly. SDN, as a new network framework, can make centralized control in botnet detection, but there are still some challenges in such detections. We give a convex lens imaging graph (CLI-graph) to depict the topology characteristics of botnet, which allows SDN controller to locate attacks separately and mitigate the burden of network devices. The theoretical and experimental results prove that our scheme is capable of timely botnet detecting in SDNs with the accuracy higher than 90% and the delay less than 56 ms.     

Superconvergence of mixed covolume method on quadrilateral grids for elliptic problems

This paper considers the mixed covolume method for the second-order elliptic equations over quadrilaterals.Superconvergence results are established in this paper on quadrilateral grids satisfying the h~2-parallelogram condition when the lowest-order Raviart-Thomas space is employed in the mixed covolume method.The authors prove O(h~2) accuracy between the approximate velocity or pressure and a suitable projection of the real velocity or pressure in the L~2 norm.Numerical experiments illustrating the theoretical results are provided.     

Maximum likelihood estimator of the parameter for a continuous one-parameter exponential family under the optimal ranked set sampling

This paper studies a maximum likelihood estimator (MLE) of the parameter for a continuous one-parameter exponential family under ranked set sampling (RSS). The authors first find the optimal RSS according to the character of the family, viz, arrange the RSS based on quasi complete and sufficient statistic of independent and identically distributed (iid) samples. Then under this RSS, some sufficient conditions for the existence and uniqueness of the MLE, which are easily used in practice, are obtained. Using these conditions, the existence and uniqueness of the MLEs of the parameters for some usual distributions in this family are proved. Numerical simulations for these distributions fully support the result from the above two step optimizations of the sampling and the estimation method.     

浅论如何提高发电厂厂用电设计效率

论述了提高厂用电设计效率的必要性,分析了制约厂用电设计效率的因素,提出了统一厂用电设计方案、实现厂用电通用设计图集的具体对策。     

拟常全纯截面曲率空间中的全实极小子流形

用活动标架法研究拟常全纯截面曲率空间中的全实极小子流形,得到了关于第二基本形式模长‖B‖的Smions型积分不等式.     

Identification of AtSM34, a novel tonoplast intrinsic protein-interacting polypeptide expressed in response to osmotic stress in germinating seedlings

Aquaporins are implicated in a wide variety of plant physiological processes, although the mechanisms involved in their regulation are not fully understood. To gain further insight into the regulatory factors involved in this process, we used a yeast two-hybrid system to screen for potential binding partners to the Arabidopsis tonoplast intrinsic protein (TIP) AtTIP1;1. This was the first protein identified to be associated with high water permeability in vacuolar membranes from Arabidopsis thaliana. Using ...     

并元码的若干性质

采用Ｗａｌｓｈ谱技术对并元码进行研究，得到了有关并元码谱特性的一些结果，应用这些谱特性容易得到二元并元码的重量分布。     

矩形截面人工挖孔桩护壁的设计与施工

以工程应用为基础，提出了矩形人工挖孔桩护壁上压力的一种改进计算方法，总结出了此类护壁的设计与施工技术措施。