古洞口水利水电工程泄洪洞工作弧门安装工艺

介绍了古洞口工程泄洪洞工作弧门在特定地形下采用固定卷扬式启闭机和汽车吊配合闸室的预埋件进行闸门安装的施工工艺。对闸门的吊装、调整及焊接工艺的具体措施作了详细分析,解决了该工作弧门在洞内安装的关键施工技术问题。     

基于局部概率抽样的标签噪声过滤方法

分类学习任务中,在获取数据的过程中会不可避免地产生噪声,特别是标签噪声的存在不仅使得学习模型更复杂,而且容易造成过拟合并导致分类器泛化能力的下降。标签噪声过滤算法虽然在一定程度上可以解决上述问题,但是仍然存在噪声识别能力较差、分类效果不够理想以及过滤效率低等问题。针对这些问题,提出一种基于标签置信度分布的局部概率抽样方法来进行标签噪声过滤。首先利用随机森林分类器对样本的标签进行投票,从而获取每个样本的标签置信度;然后根据标签置信度的大小,将样本划分为易识别样本和难识别样本;最后分别采用不同的过滤策略对样本进行过滤。实验结果表明,在标签噪声存在的情况下,所提方法在大多数案例上能够保持较高的噪声识别能力,并且在分类泛化性能上也具有明显优势。     

Collaborative analytics-supported reflective Assessment for Scaffolding Pre-service Teachers’ collaborative Inquiry and Knowledge Building

International Journal of Computer-Supported Collaborative Learning - Helping pre-service teachers (PSTs) develop competencies in collaborative inquiry and knowledge building is crucial, but this...     

Exploring emotional and cognitive dynamics of Knowledge Building in grades 1 and 2

User Modeling and User-Adapted Interaction - Emotions have a powerful effect on learning but results regarding the nature of the impact are inconsistent and little is known about effects with young...     

基于非均匀采样的相关系数最大化曲线排齐方法*

在函数型数据分析中,为提高曲线排齐效率,提出如下2种非均匀采样方法对函数曲线进行排齐:基于斜率的非均匀采样(SBNS)和基于弧长的非均匀采样(ALBNS).SBNS按照函数曲线的斜率大小采样,ALBNS在函数曲线的弧长上采样.这两种方法都不是在时间轴上均匀采样,而是根据曲线的形状特征进行采样,因此可在一定程度上克服均匀采样方法由于采样点数量和位置分配不当而产生的缺陷,提高曲线排齐效果.在模拟数据和真实数据上的实验表明,两种方法在时间效率和效果上均优于均匀采样方法.     

大气腐蚀环境下的钢桥梁防腐蚀技术现状

中国桥梁建设数量多,规模大。桥梁处于大气环境中,会受到环境作用而腐蚀破坏,如不加以防护,会影响结构物的安全和使用寿命,防腐蚀涂料可以起到防护作用以延长桥梁的耐久性,文章通过对国内外桥梁防腐蚀涂料使用案例的综述,以及国内外标准规范中对大气区防护方案推荐的总结,得出耐久性优异的新材料已在行业标准规范中得到体现,近期建设的大型桥梁均采用技术先进和耐久性好的防腐蚀涂料体系,说明中国的桥梁防腐蚀涂装已经与世界先进国家同步发展。     

国际工程承包属地化管理探讨

基于国际工程承包属地化管理的必要性，探讨我国建筑企业在国际工程属地化管理中的现状和面临的困难，分析我国与发达国家建筑企业国际工程属地化管理的差距，通过借鉴国际工程有益的属地化管理经验，提出建立国际工程承包属地化管理的主要思路及策略。     

A vector partitioning approach to detecting community structure in complex networks

In recent years, the problem of community structure detection has attracted more and more attention and many approaches have been proposed. Recently, Newman pointed out that this issue can be transformed into the problem of constrained maximization of the assignment matrix over possible divisions of a network. He presents further that this maximization process can be written in terms of the eigenspectrum of the “modularity matrix”. On the basis of this work and the vector partition approach in computer science, we propose a kind of multiway division approach for detecting community structure of complex networks. Experimental results indicate that the algorithm works well and is effective at finding both good communities and the appropriate number of communities.     

三峡泄洪深孔弧门启闭机液压管道线性循环冲洗工艺

介绍了在三峡工程泄洪深孔弧门液压启闭机系统安装中,液压管道采用国内较先进的线性循环冲洗工艺及配套采用的在线取样检测新技术,为深孔弧门液压启闭机系统按期调试奠定了坚实的基础。     

Evolution of the academic emotions of academically low-achieving students in knowledge building

International Journal of Computer-Supported Collaborative Learning - Knowledge Building is a pedagogical approach that emphasizes students’ collective responsibility to continuously improve...