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With an upsurge in biomedical literature, using data-mining method to search new knowledge from literature has drawing more attention of scholars. In this study, taking the mining of non-coding gene literature from the network database of PubMed as an example, we first preprocessed the abstract data, next applied the term occurrence frequency (TF) and inverse document frequency (IDF) (TF-IDF) method to select features, and then established a biomedical literature data-mining model based on Bayesian algorithm. Finally, we assessed the model through area under the receiver operating characteristic curve (AUC), accuracy, specificity, sensitivity, precision rate and recall rate. When 1 000 features are selected, AUC, specificity, sensitivity, accuracy rate, precision rate and recall rate are 0.868 3, 84.63%, 89.02%, 86.83%, 89.02% and 98.14%, respectively. These results indicate that our method can identify the targeted literature related to a particular topic effectively. 相似文献
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Along with alumium, titanium and composite alloys, magnesium alloys have been given much attention by industry for applications
such as lightweight automobiles and electronics because of their high strength, low specific density and good damping characteristics.
In this paper, creep tests were done with magnesium alloys (Mg-3% Zn-1% Mn, Mg-1.2% Zn-1% Mn, and Mg-3% Zn-1% Mn-0.3% Ca)
containing different amounts of Zn to investigate the effect of Zn and Ca on the deformation behavior and the rupture time
for Mg alloy creep under elevated temperatures. The alloys were obtained as follows: (1) pure magnesium (9.7 kg) was melted
at 720°C in an SF6 atmosphere; (2) the temperature was increased up to 800–820°C after adding 0.3 kg of pure Mn to make the
Mg-1% Mn master alloy; (3) the minor element (Zn, Ca) was added to the master alloy; and (4) the magnesium alloy melts were
cast into a metallic mold preheated to 150°C. The creep tests were executed under a constant load and temperature to measure
the steady-state rate and rupture time of creep. Based on the experimental results, the creep behavior of the alloys seemed
to be controlled by dislocation climb at around 0.5∼0.55Tm (Tm; melting temperature). In addition, the results showed that the addition of Ca was effective for increasing the creep resistance
of a Mg alloy: the more Zn present in the alloy, the stronger the creep strength of the alloy. 相似文献
519.
本文利用全国铁路147个岩石边坡的调查资料,按边坡稳定状况分成三
类和二类:即稳定、基本稳定和不稳定,以及稳定和不稳定。选择岩石
回弹值R、岩体完整性系数I。等n个参数和岩坡综合相时贯通度GP、
岩坡综合稳定性系数GX等5个参数为判别变量。采用逐步判别分析方
法时铁路岩石边坡的稳定性进行评价,其结果比较理想。 相似文献
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本文通过作者在最近几年的计算机辅助设计和绘图工作中应用AutoCAD进行二次开发的一些经验,分别利用几个实例程序来说明AutoCAD二次开发技术在工程图纸绘制中的应用。 相似文献