改进的ID3算法构造专升本考试成绩决策树

ID3算法是决策树归纳分类算法的一种.通过对ID3算法的计算复杂度分析,提出了利用统计理论知识和条件概率的思想来改进算法,并把该算法应用于建立学生专升本考试成绩分析决策树中.     

无线传感器网络选择转发攻击检测方法研究

由于WSNs的本身所具有的一些特性使得它比较其他网络而言更加容易受到攻击。本文在分析各种路由攻击对网络危害性的基础上，进一步分析各种攻击的特征，并针对选择转发攻击提出了一种可行的检测方案。     

Low-Complexity Optimization Algorithm for Irregular Low-Density Parity-Check Codes

A low-complexity algorithm is proposed in this paper in order to optimize irregular low-density parity-check （LDPC） codes.The algorithm proposed can calculate the noise threshold by means of a one-dimensional density evolution and search the optimal degree profiles with fast-convergence differential evolution,so that it has a lower complexity and a faster convergence speed.Simulation resuits show that the irregular LDPC codes optimized by the presented algorithm can also perform better than Turbo codes at moderate block length even with less computation cost.     

Γ-半环的右(左)算子环、右(左)算子半环及素理想

本文对Γ-半环建立了右(左)算子半环和右(左)算子环,并讨论了它们的素理想之间的对应。     

数据挖掘技术在零售企业成本分析中的应用研究

从零售业目前所面临的激烈竞争和挑战出发,结合零售企业的特点,研究各种因素对成本的影响,建立成本分析数据集市。以产品类别、库存和损耗作为分类属性,每种产品的成本差异作为挖掘目标,采用决策树ID3算法,构造决策树,挖掘其中对成本管理有意义的指导性规则,实现零售企业成本的动态分析。     

Performance Degradation Alarming Method Based on Local Flexural Stiffness Identification for Beams

Uncertain local flexural stiffness is recognized as one of the main barriers against the application of existing damage detection and performance degradation alarming techniques to real-world beams.Therefore,damage localization of beams with original uncertainty has been investigated to ensure their safety.For the beam before serving,it should be simply supported and subject to static load.Based on the concept of suppositional partition,a new loading pattern and mid-span displacement data processing method has been proposed.Actual local flexural stiffness value of each partition can be obtained by solving a set of linear equations.The obtained stiffness data can be used to establish the finite element model of beams.Subsequently,dynamic excitation and mode identification should be carried out for the beam in service.Mode shape curvature index is employed to detect the position of damage.It was validated by example that actual damage and original uncertainty of local flexural stiffness can be differentiated by this new method effectively.The combination of static load and dynamic excitation can keep the serviceability of beam.     

Zerosumfree半环上半线性空间的基

主要讨论了Zerosumfree半环上半线性空间基的基数问题.首先,介绍了半环上不可约有限分解的概念,然后研究了Zerosumfree半环上n维向量半线性空间中基的基数,并给出了基数为n的一系列等价条件,从而部分回答A.Di Nola等在其论文(Fuzzy Sets and Systems,2007,158:1-22.)中提出的开问题.     

ID3算法在毕业设计(论文)成绩管理中应用研究

利用数据挖掘技术快速而准确的提取有价值的教学信息,是提高教学质量,增强学生综合水平的重要途径。笔者利用数据挖掘技术中的ID3分类算法,对我校毕业生的毕业设计(论文)成绩进行深入的挖掘,从而挖掘出影响我校毕业设计(论文)成绩的因素,为教学管理者和指导教师提供有用的信息,进而获得更好的管理效益和提高论文指导的质量。     

p-内射半模的若干性质

讨论了在无零因子半环上p-内射半模与可除半模的关系,并在此基础上讨论了p-内射半模的几个性质,最后建立了一个有关p.p半环上p-内射半模的结果。     

基于贡献因子的改进决策树属性选择方法

对传统ID3算法的信息熵作近似变换达到简化计算的目的,并针对ID3算法倾向于选择取值较多的属性和排斥属性值分布均匀的属性两个缺点,引入贡献因子来改进ID3算法,使属性选择方法平衡的选择划分属性.实验表明,优化后的属性选择方法降低了分类时间,优化了分类结果并能很好地反映实际情况.