Feature Selection using Fuzzy Support Vector Machines

The feature selection consists of obtaining a subset of these features to optimally realize the task without the irrelevant ones. Since it can provide faster and cost-effective learning machines and also improve the prediction performance of the predictors, it is a crucial step in machine learning. The feature selection methods using support machines have obtained satisfactory results, but the noises and outliers often reduce the performance. In this paper, we propose a feature selection approach using fuzzy support vector machines and compare it with the previous work, the results of experiments on the UCI data sets show that feature selection using fuzzy SVM obtains better results than using SVM.     

关于菏泽房地产市场及金融支持情况的调查与思考

在市场经济条件下，一个地区的房地产状况及其金融支持情况是这个地区的经济运转指向标，本文试图通过对菏泽房地产市场及其金融支持情况的调查与思考，对菏泽今后的房地产市场的发展提出一些意见和建议并作为整个区域经济运转的借鉴。     

REM树脂的制备及亲核加成应用研究

用Mitsunobu反应及丙烯酰氯酰化反应制备了用于固相有机合成的载体REM树脂，将REM树脂与苄胺加成，考查了所合成REM树脂的反应性能，并通过元素分析测定氮含量，推出REM树脂的烯丙基固载量。利用所合成的REM树脂进行了与胺、酚的加成反应动力学研究。结果表明，REM树脂与脂肪族伯胺和促胺的加成反应能够进行，与苯胺不发生反应；REM树脂与酚不能发生亲核加成反应。     

基于SVM局部后验概率融合方法研究

研究了基于支持向量机的后验概率的应用,提出了对样本集进行分解,以产生局部后验概率,根据模式的稳健性对局部后验概率进行凸组合融合的方法.     

完全可分的三元系TS(v,4)的支撑集

§ 1　 IntroductionA triple system of order v and indexλ,denoted by TS(v,λ) ,is a collection of3- ele-mentsubsets Aof a v- set X,so thatevery 2 - subsetof X appears in preciselyλ subsets of A.L etλ≥ 2 and (X,A) be a TS(v,λ) .If Acan be partitioned into t(≥ 2 ) parts A1,A2 ,...,Atsuch that each (X,Ai) is a TS(v,λi) for 1≤ i≤ t,then (X,A) is called de-composable.Otherwise it is indecomposable.If t=λ,λi=1for 1≤ i≤ t,the TS(v,λ) (X,A) is called completely decomposable.It …     

巷旁充填沿空留巷技术研究

本文通过转Ⅳ喷射机组成的风力充填系统输送矸石——水泥胶凝混合料的巷旁充填研究,介绍了该技术在沿空留巷中应用及效果,并对改进提出了建议。     

A DISCRETE AGE STRUCTURED SI MODEL OF TRACHEAL MITE (Acarapis woodi (RENNIE)) INFESTATION OF HONEY BEES (Apis mellifera L.) AT THE COLONY LEVEL

This paper presents a discrete age structured SI model of tracheal mite (Acarapis woodi (Rennie)) infestation of honey bees (Apis mellifera L.) at the colony level. The model describes the elevated honey bee attrition during winter and predicts that winter brood rearing should promote colony survival by decreasing the colony's infestation and increasing the colony's population. The model also predicts that swarming and the artificial removal of part of the colony's forager honey bees should reduce the colony's infestation level.     

信息时代中小企业电子商务问题研究

主要阐述了电子商务环境下中小企业面临的机遇和挑战,分析了当前影响中小企业电子商务发展的主要障碍和困难,提出了信息时代中小企业电子商务发展的对策.     

基于关联规则相关性分析的Web个性化推荐研究

通过分析关联规则在Web个性化推荐中存在的问题,对Web个性化推荐的关联规则相关性分析算法进行改进,并进行了详细的论证和仿真实验。实验结果表明改进的算法能实现更低支持度的推荐,能提高推荐的准确率和速度。     

图书馆在构建和谐社会中的作用

从文化教育、信息支持和休闲娱乐三方面探讨了图书馆在构建和谐社会过程中的作用。