Induction of multiclass multifeature split decision trees from distributed data

The decision tree-based classification is a popular approach for pattern recognition and data mining. Most decision tree induction methods assume training data being present at one central location. Given the growth in distributed databases at geographically dispersed locations, the methods for decision tree induction in distributed settings are gaining importance. This paper describes one such method that generates compact trees using multifeature splits in place of single feature split decision trees generated by most existing methods for distributed data. Our method is based on Fisher's linear discriminant function, and is capable of dealing with multiple classes in the data. For homogeneously distributed data, the decision trees produced by our method are identical to decision trees generated using Fisher's linear discriminant function with centrally stored data. For heterogeneously distributed data, a certain approximation is involved with a small change in performance with respect to the tree generated with centrally stored data. Experimental results for several well-known datasets are presented and compared with decision trees generated using Fisher's linear discriminant function with centrally stored data.     

基于角色扩展的RBAC模型

针对基于角色的访问控制(RBAC)模型在模拟复杂组织结构和权限继承关系方面的不足,提出了基于角色扩展的RBAC模型——MR-RBAC。该模型在角色集和权限集之间引入了最小角色集,并形式化定义了模型的基本集合和相关函数。同时还深入研究了扩展模型中的角色权限类型与角色关系,给出了最小角色的概念以及其生成算法。分析表明,MR-RBAC模型改善了传统模型的角色层次结构和权限继承关系,具有授权粒度细、可伸缩性、可扩展性、安全等优点。最后模型性能测试表明原型系统在引入最小角色划分后对于系统时间性能的影响不大。     

在ASP中建立与Web数据库的连接

本文在ASP中建立与Web数据库的连接,以数据库Student.mdb中的＂学生＂表为例,阐述本方法操作数据库添加新记录的整个过程,并与传统的方法进行比较和探究。     

矩形截面气升式环流反应器中非牛顿流体的气含率与传质系数的研究

研究了一种矩形截面气升式环流反应器,用幂律τ=η_ογ~n(n<1)来表示流体流变学特性的变化.在这类反应器中,假塑性非牛顿流体的气含率ε_g与传质系数K_La的变化规律可用半经验关联式表示ε_g=0.2535(η_ο5000~(n-1))~(-0.161)(1+A_d/A_r)~(-0.434)u_(gr)~(0.856-0.161n)K_La=0.0192(η_ο5000~(n-1))~(-0.902)(1+A_d/A_r)~(-1.228)u_(gr)~(1.955-0.902n)并讨论了该类反应器结构及运行状况,流体性质变化时,反应器传质动力学特性、流动特性和操作弹性变化的规律.     

连续泡沫分离蛋白质

本文以空气-明胶水溶液体系为研究对象，较为详细地考察了通气量、进料流量、进料浓度、进料位置、泡沫高度、溶液pH值等因素对连续泡沫分离明胶过程中明胶富集度变化的影响．     

时间反转在UWB-MIMO雷达中的应用

针对UWB-MIMO雷达中的多径干扰问题,采用时间反转技术,利用多径环境中丰富的散射来达到高的目标检测概率。将时间反转应用到UWB-MIMO雷达中,推导出其时域模型表达式。与传统UWB-MIMO比较,在检测概率和目标的DOA估计上,加入时间反转处理后的性能优于传统UWB-MIMO。     

Stability analysis and state feedback stabilization of pendulum-like systems with multiple nonlinearities

This paper addresses the Lagrange stability analysis problem and the state feedback Lagrange stabilization problem for pendulum-like systems with multiple nonlinearities. An existing method for analysing the Lagrange stability of pendulum-like systems with a single nonlinearity is generalized to pendulum-like systems with multiple nonlinearities. Also, a non-degeneracy condition of the existing Lagrange stability criterion is removed and a strict frequency-domain inequality is used instead. To study the state feedback Lagrange stabilization problem, this paper develops an extended strict bounded real lemma for linear systems which are not stable but stabilizable. A sufficient condition for state feedback Lagrange stabilization is proposed in terms of an algebraic Riccati equation with a sign indefinite solution.     

Effect of straw mixing amount on mechanical properties of admixture-adding hollow block

The bonding mechanism between straw and concrete was analyzed through testing the compressive strength and flexural strength of hollow block, with different straw amount and different dosage and types of admixtures. The test results show that the mechanical properties of hollow blocks reduced after adding straws, and the more straws was added, the more hollow block density decreased. But adding Al₂(SO₄)₃ and CaCl₂ could improve the dense degree between rice straw and concrete. And when the proportion of straw mixing amount was 10%, the flexural strength of the early strength agent (2% Al₂(SO₄)₃, CaCl₂) added hollow block reached as maximal as 3.1 MPa, while the compressive strength was 9.1 MPa, consisting with the strength grade of common concrete hollow block MU7.5.     

JX-300XP系统在艾萨炉备料系统中的应用

结合艾萨炉备料系统的生产工艺,针对JX-300XP DCS的特点,介绍了该控制系统的总体设计方案、硬件配置、软件实现和网络通信,并对自定义模块、联锁控制等在系统中的应用以及JX-300XP系统与三菱FX 2NPLC、西门子S7-300PLC的通讯方式进行了讨论.该DCS系统投入生产以来,运行正常,提高了生产效率.     

转炉钢渣粉磨性能的实验研究

对转炉钢渣粉磨性能进行了实验研究。结果表明，钢渣的易磨性比熟料差，但优于矿渣。在钢渣所合矿物中，硅酸盐矿物易磨，含铁矿物难磨。通过粉后方式，可以将钢渣中具有胶凝活性的矿物选择性分离出来。