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Li Shibao Wang Mingyu Wang Xiaoli Li Chen Liu Jianhang Cui Xuerong 《Wireless Networks》2022,28(6):2519-2531
Wireless Networks - In the unmanned ship networking scenario, the position of the unmanned ship changes continuously, leading to the result that the desired transmitters and the interference... 相似文献
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Feature selection is viewed as an important preprocessing step for pattern recognition, machine learning and data mining. Traditional hill-climbing search approaches to feature selection have difficulties to find optimal reducts. And the current stochastic search strategies, such as GA, ACO and PSO, provide a more robust solution but at the expense of increased computational effort. It is necessary to investigate fast and effective search algorithms. Rough set theory provides a mathematical tool to discover data dependencies and reduce the number of features contained in a dataset by purely structural methods. In this paper, we define a structure called power set tree (PS-tree), which is an order tree representing the power set, and each possible reduct is mapped to a node of the tree. Then, we present a rough set approach to feature selection based on PS-tree. Two kinds of pruning rules for PS-tree are given. And two novel feature selection algorithms based on PS-tree are also given. Experiment results demonstrate that our algorithms are effective and efficient. 相似文献
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Eoin Woods 《Journal of Systems and Software》2012,85(9):2034-2047
Scenario based architectural assessment is a well-established approach for assessing architectural designs. However scenario-based methods are not always usable in an industrial context, where in our experience, they can be perceived as complicated and expensive to use. In this paper we explore why this may be the case and define a simpler technique called TARA, which has been designed for use in situations where scenario based methods are unlikely to be successful. The method is illustrated through an experience report that explains how it was applied to the assessment of two quantitative financial analysis systems, and its strengths, weaknesses and relationship to other methods are briefly discussed. 相似文献
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Kunpeng Guo Junli Yang Xiaofan Shi Xiaoqing Lu Jun Cheng Yuling Wu Yun Guo Hua Wang 《Materials Chemistry and Physics》2014
Solid-state emissive organic materials have received increasing attention due to their prospective applications in large-area. Here, a novel π-extended tetrathiafulvene derivative DPD with donor-π-donor structure has been newly developed to produce the prominent characteristic of aggregation-induced enhanced emission (AIEE) that exhibits higher fluorescence quantum efficiency in solid film compare to its solutions. The AIEE mechanism of DPD was studied in detail through photophysical investigations and can be dominant attributed to the formed excimer state of DPD and J-aggregates in solid state. 相似文献
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以太网适合于小型局域网,特别适合上网集中和用户数目多的高校局域网,提出一种基于以太网的宿舍楼宇网络规划,就其物理链路中的布线相关要求做了探讨,就管理网络和用户网络的Vlan、IP规划和安排等做阐述,最后给出网络拓扑图和网络规划具体实施流程。 相似文献
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《Chemical engineering science》1987,42(7):1577-1583
Straight pores whose walls were concave (for “Swiss cheese” type solids), convex (for “cannonball” type), or cylindrical (for capillary type) were simulated by computer. The pores having concave and convex walls were represented as an assemblage of spherical elements since any pore could be described merely by listing the radii and coordinates of the elements. Using a Monte Carlo method, molecular trajectories of gas molecules inside the pores were computed in the Knudsen regime to obtain the diffusivities, collision numbers and collision densities. These parameters were strongly dependent on the pore wall configuration. An equation was presented which enabled the prediction of Knudsen diffusivity from the mean pore size d̄ and (dn/dw)2 (where dn and dw are the diameters of narrow and wide sections inside the pores, respectively). The average number of collisions per molecule J̄ was also correlated quite well with the ratio of geometric diffusion length to mean pore size L0/d̄ for each type and was in the order capillary type > Swiss cheese type > cannonball type. It was found that the pore of capillary type had the preferred wall configuration among these three types from the view point of diffusivity and collision numbers of molecules. The results obtained here will have application to the design of micro- and macro-pore structures of supported catalysts. 相似文献