基于分辨矩阵和约简树的增量式属性约简算法

为了对动态变化的决策表进行高效属性约简处理,在改进的分辨矩阵的基础上提出一种基于约简树的增量式属性约简算法IRART,该算法首先根据序贯属性约简算法对原决策表构造约简树,然后求出新增对象的分辨向量,并利用此向量对约简树进行修整,从而快速得到新决策表的所有约简,最后通过示例证明了这种算法的有效性。与传统增量式属性约简算法相比,该算法避免了复杂的逻辑演算,提高了属性约简的更新效率,理论分析表明该算法是有效可行的。     

一种基于决策树的快速关联规则挖掘算法

本文对关联规则的挖掘问题进行了深入研究.在总结现有算法优缺点的基础上,提出了一种新的基于决策树的快速关联规则挖掘算法(RABDT),结合决策树的构造过程,给出了算法的原理和实现步骤,并通过实验对比验证了算法的有效性.     

基于多专业领域的团队协同副本一致性维护模型

本文针对原有协同系统在解决多用户群协同问题中的缺陷以及原有解决方案的弊端,以Chord定位查询[1]和多版本图形设计同一致性算法[2]为基础并改造地副本策略的通用架构,解决了工程设计中多专业领域的团队协同副本一致性问题.     

RF/wireless-interconnect: The next wave of connectivity

In the era of the nanometer CMOS technology, due to stringent system requirements in power, performance and other fundamental physical limitations (such as mechanical reliability, thermal constraints, overall system form factor, etc.), future VLSI systems are relying more on ultra-high data rates (up to 100 Gbps/pin or 20 Tbps aggregate), scalable, re-configurable, highly compact and reliable interconnect fabric. To overcome such challenges, we first explore the use of multiband RF/wireless-interconnects wh...     

Globally stable and high-performance Internet congestion control through a computational inspiration from nature

There are many reasons to worry that the current congestion control schemes in the Internet may be reaching its limits. Since the nature is a source of excellent solutions for complex problems, this work attempts to solve the congestion control problem, by adopting some biological principles and mechanisms. The current work proposes that the congestion problem in the Internet can be addressed through an inspiration from the population control tactics in nature. Toward this idea, each flow (W ) in the networ...     

AutoProc: An automatic proactive replication scheme for P2P storage

Due to the prevalence of peer departures, P2P storage systems need to constantly generate replicas for high durability. However, few existing systems are able to select the right replication rate that balances replication cost and durability, e.g., minimizing replication cost without threatening the durability target. In this paper, we propose a method called AutoProc to automate the replication process in P2P storage systems. AutoProc employs two key techniques to enable cost-effective replication: correct...     

Enhancing encoding capacity of combinational test stimulus decompressors

While scan-based compression is widely utilized in order to alleviate the test time and data volume problems,the overall compression level is dictated not only by the chain to channel ratio but also the ratio of encodable patterns.Aggressively increasing the number of scan chains in an effort to raise the compression levels may reduce the ratio of encodable patterns,degrading the overall compression level.In this paper,we present various methods to improve the ratio of encodable patterns.These methods are b...     

银行业信息科技风险管理能力探究

本文从国内外的信息安全风险管理法律法规出发,全面介绍了银行等金融机构如何构建一套动静结合的信息安全保障体系,全面提升银行业信息科技风险管理能力。     

Robust adaptive backstepping control for a class of uncertain nonlinear systems based on disturbance observers

In this paper, a novel robust adaptive control scheme for a class of uncertain nonlinear systems is proposed using disturbance observer and backstepping method.Firstly, a disturbance observer is developed using radial basis function(RBF) neural network.The parameter updated law of the RBF neural network is given for monitoring subsystem disturbance well.The robust adaptive control scheme is then presented with backstepping method based on the designed disturbance observer.Semiglobal uniform ultimate bounded...     

基于MATLAB的小波包信号消噪处理

信噪分离是小波包应用于信号分析的一个重要方面。本文在基于MATLAB的基础上,采用小波包对含高斯白噪声信号进行分解,通过不同的量化阈值对小波包系数进行处理、重构得出小波包消噪后的信号。计算机仿真结果表明,用不同量化阈值的小波包可对含高斯白声信号进行消噪重构。