An Efficient Multidimensional Fusion Algorithm for IoT Data Based on Partitioning

The Internet of Things (IoT) implies a worldwide network of interconnected objects uniquely addressable, via standard communication protocols. The prevalence of IoT is bound to generate large amounts of multisource, heterogeneous, dynamic, and sparse data. However, IoT offers inconsequential practical benefits without the ability to integrate, fuse, and glean useful information from such massive amounts of data. Accordingly, preparing us for the imminent invasion of things, a tool called data fusion can be used to manipulate and manage such data in order to improve process efficiency and provide advanced intelligence. In order to determine an acceptable quality of intelligence, diverse and voluminous data have to be combined and fused. Therefore, it is imperative to improve the computational efficiency for fusing and mining multidimensional data. In this paper, we propose an efficient multidimensional fusion algorithm for IoT data based on partitioning. The basic concept involves the partitioning of dimensions (attributes), i.e., a big data set with higher dimensions can be transformed into certain number of relatively smaller data subsets that can be easily processed. Then, based on the partitioning of dimensions, the discernible matrixes of all data subsets in rough set theory are computed to obtain their core attribute sets. Furthermore, a global core attribute set can be determined. Finally, the attribute reduction and rule extraction methods are used to obtain the fusion results. By means of proving a few theorems and simulation, the correctness and effectiveness of this algorithm is illustrated.     

农业生物技术综合实验教学探索

综合性实验对培养学生的创新能力、实践能力及提高综合素质具有重要作用。文章结合西北农林科技大学农学院生物技术实验教学的实际情况，探讨了综合实验教学的内容、实施的方式、条件，以及综合性大实验和科研项目相结合的培养高素质人才模式。实践证明开设综合性实验是培养高素质人才的有效途径。     

2009-2012年高校图书馆图书借阅h指数对比分析

以湖南理工学院图书馆2009-2012年图书借阅数据为例,用h指数这一指标对其进行对比统计分析,得出了不同图书集合的“读者热衷度”,进一步对核心图书进行了分析,以便有针对性地向读者推荐图书,为群体读者提供更好的服务.     

Research on catalysis of sodium-metallochlorophylls in Ni/MH battery

The effects of sodium-metallochlorophylls including sodium-iron chlorophyllin, sodium-copper chlorophyllin and sodium-magnesium chlorophyllin on performance of Ni/MH battery were investigated. The results show that sodium-iron chlorophyllin can effectively activate the gases produced during charge in Ni/MH battery, therefore reducing the reduction potential of oxygen and the oxidation potential of hydrogen, and the increased speed of inner pressure of battery is decreased significantly. With the aid of DMol3 software, the activation process of oxygen and hydrogen by sodiummetallochlorophylls was simulated and analyzed. It was found that the catalysis behavior is in agreement with the experimental results, and the activation process also gets a reasonable explanation from the calculated results.     

中文图书编目质量问题探讨——以沈阳工程学院图书馆为例

结合沈阳工程学院图书馆实际,阐述了中文图书编目现状,并针对存在的问题提出了提高编目质量的对策。     

浅谈高校图书馆与院系资料室资源共享

分析了高校图书馆与院系资料室的关系及存在的问题,阐述了实现资源共享的必要性,提出了实现资源共享的基本途径。     

综合物探方法在复杂地质环境中的应用

煤矿企业兼并重组整合,大大推进了煤炭工业转型、安全、和谐发展。但是具有复杂地质条件的整合矿井普遍存在构造、采空等情况不详的问题,严重影响了大规模综合机械开采的实施,综合勘探非常必要。针对上述煤矿的地震地质特征及电性特征,结合反射地震法与瞬变电磁法的方法原理,阐述实际应用的实用性及有效性。     

企业铁路运输调度指挥管理系统研究与设计

随着信息技术快速发展,越来越多的企业意识到了信息化建设的重要性,加大在了信息化上的投资,一系列主流的IT技术也应用到企业信息化建设中。本文结合企业铁路调度指挥系统的设计与实现,提出有关企业运输调度指挥信息化的设计思路和建议。     

转变法制备粉末套管Nb_3Al超导线材及其性能研究

使用自主研发的快热快冷处理设备,对粉末装管Nb/Al前驱线进行快热快冷处理,然后再经过800℃10 h转变退火处理,得到具有Nb3Al超导相的超导短样.通过扫描电镜观察分析超导样品微观结构,发现所有样品均有Nb3Al相存在,但在靠近Ta管内层有少量的Nb2Al相,超导芯内有少量的Nb剩余.在制冷机冷却的环境下使用四引线法测试了样品的超导性能.结果表明,自场下在10.9 K温度时,没有铜稳定体的Nb3Al超导线最高临界电流密度是66.5 A/mm2,超导起始转变温度是15~18 K.     

QGrid:一种空间移动对象并行索引结构

为提高空间移动对象数据更新效率和查询准确率,提出了一种空间移动对象并行索引结构.利用主索引和辅助索引支持对空间对象进行基于范围的查询和基于对象标识的查询,还通过查询索引将更新操作和可能受其影响的查询操作相连接,在满足并行操作时间片语义的同时,避免了传统方法进行范围查询时对查询范围内相关对象及相关索引结构全部进行锁定的需求.实验结果表明:高负载环境下,该索引结构不但能保证查询准确率,其处理能力也明显优于传统索引结构.该索引通过提高系统并行度,使同一范围内的更新和查询操作可以并行执行,提升了系统整体运行效率.