A Novel Cross-Project Software Defect Prediction Algorithm Based on Transfer Learning

Software Defect Prediction(SDP) technology is an effective tool for improving software system quality that has attracted much attention in recent years. However, the prediction of cross-project data remains a challenge for the traditional SDP method due to the different distributions of the training and testing datasets. Another major difficulty is the class imbalance issue that must be addressed in Cross-Project Defect Prediction(CPDP). In this work,we propose a transfer-leaning algorithm(TSboo...     

Carbon turnover times shape topsoil carbon difference between Tibetan Plateau and Arctic tundra

The Tibetan Plateau(TP)and Arctic permafrost constitute two large reservoirs of organic carbon,but pro-cesses which control carbon accumulation within the surfa...     

Self-assembly of anthraquinone covalent organic frameworks as 1D superstructures for highly efficient CO2 electroreduction to CH4

The design of selective and efficient covalent organic frameworks(COFs)based electrocatalysts with tun-able morphology for efficient CO2 reduction reaction(CO2R...     

Single-cell atlas of domestic pig cerebral cortex and hypothalamus

The brain of the domestic pig(Sus scrofa domesticus)has drawn considerable attention due to its high similarities to that of humans.However,the cellular composi...     

煤矿井下辅助运输系统的计算机模拟研究

本文建立了辅助运输系统的计算机模拟模型.简要说明了模型的构造方法、功能和特点,利用某矿的实测数据对模型进行了检验,并对该矿的生产系统进行了初步的分析研究.     

大气折射反演和近地面反常折射现象的研究

本文介绍Fraser等人提出的反演方法和有关解非线性方程组的迭代方法,并对模拟大气折射实验进行反演计算。模拟实验很好地反映了大气中反常折射分布的情况。反演结果说明反演方法的正确性,这种反演方法将用于对蓬莱海滋现象的折射反演。     

基于三维分析框架研究中小企业创新政策体系

从完全的政策体系视角出发,以"创新活动—政策范畴"为平面基础,构建了面向中小企业创新政策体系的立体式三维分析框架和应用步骤及方法,重点分析了创新政策的功能嵌入性、政策之间的纵向衔接性和横向协同性,并在分析中结合国际经验提出相关完善建议。     

盐胁迫下星星草幼苗地上部无机离子的累积

本文测定了不同浓度盐胁迫下星星草幼苗地上部无机离子的累积情况，并分析了Ｎａ＾＋、Ｋ＾＋以及不溶性盐含量变化的特点。表明盐胁迫下星星草幼苗从外界环境中吸收大量无机离子作为渗透调节物质进行渗透调节，从抵御盐分的胁迫作用。     

基于水杨醛的三维Cu(Ⅱ)配合物的合成和结构研究

以水杨醛(HL)与Cu(NO3)2.3H2O在少量三乙胺存在的CH3OH溶剂中,室温挥发的方法培养出无色配合物[Cu(L)2n].晶体结构分析表明,配合物属于单斜晶系P2(1)/c空间群.Cu(Ⅱ)中心采取四配位的平面四边形构型.水杨醛配体采用双齿螯合配位模式,通过氧原子与铜配位形成配位化合物.配位单元之间通过碳原子和碳原子以及氧原子间氢键作用形成最终的三维结构.     

Distribution of bone marrow stem cells in large porous polyester scaffolds

This work examined the optimal syringing depth during in vitro cell loading in order to even cell distribution after syringing a drop of cell suspension in cylinder poly（lactide-co-glycolide） （PLGA） porous scaffolds. The scaffolds of 10 mm height and 10 mm diameter were fabricated via room-temperature compression molding ＆ particulate leaching technique based on spherical porogens. In vitro tests were employed for such examinations： a global observation of a cell-loaded scaffold stained by the 3-（4,5-dimethylthiazol-2-yl）-2,5-diphenyltetrazolium bromide （MTT） technique and a quantitative measurement of spatial distribution of cells after slicing the cell-loaded scaffolds into layers. It was found that an even distribution of cells was soon achieved only if the initial cell suspension was seeded on the layer that was below the top surface but above the middle of scaffolds. The availability of in vitro osteoblastic differentiation of rat bone marrow stem cells in such a kind of spherical-pore PLGA scaffolds was meanwhile confirmed.