查询词典 multi-stage

Experimental results indicate that the new method yields higher precision and speed than classical SVM multi-class classification methods. support vector machine ; multi-class classification ; semi-fuzzy kernel clustering ; hypersphere

处理该类问题时，由于分类数目多、训练样本规模大，在已经出现的SVM分类方法中，一次性求解方法因计算复杂度过高、精度较低而不实用。one-against-one(1v1)方法、Directed Acy

Therefore, no matter the ideal companion the general meeting has not the perfect place in the reality, more importantly we see opposite party merit, but contains opposite party shortcoming, the multi-exchanges, the multi-communications, believed that each other can approach gradually toward the ours boundary of ideal.

所以，不管理想伴侣在现实中总会有不完美的地方，重要的是我们多看到对方的优点，而去包容对方的缺点，多交流、多沟通，相信彼此都会渐渐地朝着我们的理想之境靠近。

At present, the construction of National Spatial Data Infrastructure and Digital Earth imminently need efficient management of multi-scaleand multi-resource mass image data.

目前，建设国家空间数据基础设施和数字地球迫切的需要高效的管理多比例尺、多数据源的海量影像数据。

In order to overcome the technological difficulties encountered in the course of insulation fault diagnosis on the base of dissolved gases analysis, several kinds of mathematic models and actualized methods are brought forward to improve the reliability and veracity of fault diagnosis of transformers. The research works are shown mainly as followings:1 A modified fuzzy multi-criteria method is brought forward for insulation fault diagnosis of transformer. Furthermore, a new method for insulation fault diagnosis is proposed on the base of fuzzy multi-criteria together with rule reasoning. With fuzzy diagnosis in the method, fault reasons are filtrated and then the reasons in low probability are prohibited, Moreover, the left reasons are testified by using rule reasoning and then final concludes are drawn in much less misjudge probability and better results.2 On the base of geometry characteristics of C- partition to sample set of DGA data of transformer, a method is put forward to compute effective radius of neighbor field of a sample, number of clusters and values of initial centers. Moreover, the fuzzy C- means cluster model with adaptive weight is brought forward in the first time and then the fault classifier is designed for insulation fault diagnosis of transformer.3 According to the weakness of the degree of gray of gray incidence, a new formula to compute DGI is put forward and then incidence order criterion is ascertained. Moreover, a new DGI model for fault diagnosis is proposed according to the further analysis to relationship between fault reason and content of oil dissolved gases of transformer.

为解决在应用油中溶解气体分析方法（Dissolved Gases Analysis，简称DGA）诊断变压器内部绝缘故障时所遇到的主要技术难题，论文提出了用于提高变压器故障诊断准确性和可靠性的数学模型及实现方法，主要研究工作如下：1）提出了一种改进的变压器绝缘故障诊断模糊综合评判方法；进一步提出了将模糊综合诊断与规则推理相结合进行绝缘故障诊断的方法，该方法采用模糊推理对故障原因进行"过滤"，滤掉可能性极小的原因，然后进一步利用规则推理验证剩下的可能原因，得出最终结论，大大减少了误判比率，获得了较好的效果。2）根据以变压器DGA数据为特征量的样本空间的c-划分几何特性出发，提出了一种求取样本有效邻域半径和聚类数及聚类中心初值的方法，在此基础上，首次提出了一种自适应加权的变压器绝缘故障诊断的模糊c-均值聚类模型，并设计出故障分类器。3）针对常用灰色关联度的不足，提出了一新的灰色关联度计算公式及确定关联序的准则；并在此基础上，通过深入分析变压器发生绝缘故障时的原因与油中溶解特征气体含量的关系，建立了一种新的故障诊断灰色关联模型；通过实例分析证明，该方法能有效地诊断出变压器绝缘故障及故障部位，大大提高了诊断的准确性。

With the popularization of Internet technology and the increasing demand of enterprise information construction, enterprises become more and more eager to realize the incompact coupling integration and interoperation among heterogeneous systems of multi-platform and multi-language under the background of Internet, which puts a new challenge to traditional EAI solution.

随着Internet技术的迅速普及和企业信息化要求的提高，企业迫切需要能够方便地在Internet环境下实现跨平台、语言独立、松散耦合的异构应用系统的交互和集成，这对传统企业应用集成解决方案提出了新的要求。

Incremental K algorithm was proposed to avoid indivisibility for multi-classification, which also advanced multi-identification effect.

提出了增量K多类KNN分类器解决KNN在分多类时出现的不可分现象并改善了多类识别的效果。

A multi-level power laser writing control method based on industry standard architecture bus interface and complex programmable logic device technique for multi-level mastering system is described in this paper.

描述了多阶母盘刻录系统中一种基于工业标准结构总线接口和复杂可编程逻辑器件技术的激光多功率写入控制方法及其控制电路的设计实现。

Under the action of the femto-second laser, when the multi-photon nonlinear Compton scattering takes place in the linear plasma, the effects of the femto-second coupling laser field formed by the scattering laser and incident laser on the light field and electron density profile in the linear plasma have been studied using the model of the inelastic collision between the electron and multi-photon group and the model of the cold plasma.

应用电子和多光子集团非弹性碰撞模型和冷等离子体模型，研究了飞秒强激光与线性等离子体发生多光子非线性Compton散射时，散射激光与人射激光形成的飞秒耦合激光场对线性等离子体层中光场和电子密度分布的影响。

In the field of multi-machine communication, MCU have a flexibleand efficient multi-machine communication function, so itsapplication is more and more extensive. But, because the SCM signalare TTL level, the limited capacity of driver and anti-jamming, inPractical application, used with other bus.RS485 bus is one ofthem.

在多机通信领域，由于单片机具有灵活高效的多机通信功能和价格优势，应用越来越广泛，但由于单片机的收发信号都是TTL电平，驱动能力和抗干扰性有限，实用中常配合其它总线实现互联，RS485总线就是其中之一。

The power multi-enterprise installation management system is a kind of management system used in the power multi-enterprise.

电力多经安装管理软件是电力多经企业在安装电力设施时的一种计算机网络管理系统。

Finally, according to market conditions and market products this article paper analyzes the trends in the development of camera technology, and designs a color night vision camera.

最后根据市场情况和市面上产品的情况分析了摄像机技术的发展趋势，并设计了一款彩色夜视摄像机。

Only person height weeds and the fierce looks stone idles were there.

只有半人深的荒草和龇牙咧嘴的神像。