分类数据

And then, in the foundation of the overseas scholars'study, I study RP and the CRP methods for visualization the dynamics characteristic of the phase space track as well as the complexity degree algorithm of chaos time series——ApEn algorithm. Applying these two methods based on the VB program we analyze separately the data which is obtained from complex financial system model and Lorenz system, and obtain several new recurrence plots and cross recurrence plots. This provides the graph gist of determination complex intrinsic characteristic. The results establish the foundation for exact and further division of chaos time series.

接下来，在国外学者研究的基础上，基于混沌时序形象化相空间轨迹的动力学特征的分别研究了RP和CRP方法以及判定混沌时间序列的复杂度算法的ApEn算法，基于VB程序应用这两种方法分别对Lorenz系统及实际的一类复杂金融系统模型所得到的数据进行了分析，得到了几个较为新的复原图和相干复原图，这对于判定时序数据的复杂内在特性提供了图形上的比对依据，研究结果为混沌时序的准确和进一步分类奠定了基础。

Using this method, by rotating the light source and the observer eyepoint, the vivid projection images of structures of interest from different viewing directions could be produce...

结果通过对人体头部CT图像数据场进行三维旋转绘制，结果比较理想。结论由于不需要对整个数据场进行分类和旋转，该方法具有速度快、所需内存少和绘制质量高的特点，是一种较好的医学体视化方法

Finally, selecting group classification data of fracture rock and gritstone stratum in the real grouting project, a part of them was used to train set of SVM, and others were used to check the classification effect.

最后，选取大理岩石和砂质板岩地层的部分灌浆实验数据样本建立灌浆地层的分类模型，用其他未训练的同分布的新数据进行地层识别验证。

In addition, the completion of the Three Gorges of spatial data conversion, hierarchical, classification, data selection, etc., mark the location of more than 4000 space.

此外，完成了三峡空间数据转换、分层、分类、数据筛选等工作，标注空间位置4000多个。

In this paper, a model hued on associative classification technique is presented in order to find the relationship between the load and the factors correlated with load forecasting accuracy, which can be used in incomplete data processing.

为了找到负荷值与各种影响负荷预测精度因素之间的关系来进行缺损数据处理，提出一个基于关联分类技术的短期负荷数据缺损处理模型。

This a obtains method maximum separation ratio to separate two classes instances via a single hypersphere and also provides the facility to control the upper bounds of two classes error rates respectively with two parameters. As such, the performance of classification and prediction of imbalanced data sets can be improved, and the range of selection of parameters can be greatly narrowed.

该方法通过一个超球面将两类数据以最大分离比率分离，并且引入两个参数来分别控制两类错分率的上界，不仅提高了不平衡数据集的分类和预测的性能，而且大大缩小了参数的选择范围。

The system acquires data from RAS and decodes the messages by self-defined protocols. Then it stores data in terms of different physiological types and displays waveforms on the screen in real time synchronously.

中心监护站软件从拨号服务器采集数据，并按照系统与拨号服务器、远程家庭端的协议分解协议包，分类存储数据并提取相关生理参数后，通过监视器实时显示多路生理波形及参数。

All the information is classified by setting local and action thresholds of those nodes from which a temporary cluster-head is selected for the fusion of all the data acquired, according to the similarity and isochronism of local field data.

算法中网络节点采用了基于事件驱动的响应式路由，通过设置节点的局部阈值和动作阈值，将网络中的信息分类，利用局部数据的相似性和等时性动态选举临时簇首，临时簇首对收集到的数据进行融合。

In order to implement the fault diagnosis of Chongqing light-rail's screws,a new method of screw fault diagnosis based on Support Vector Data Description is proposed,which can found one-class classifier with normal screw samples only and doesn't need feature extracting.The method solves the difficult problem of lacking fault screw samples.

为了实现对重庆市轻轨轨道梁锚固螺杆的故障检测，提出了一种基于支持向量数据描述的锚固螺杆故障诊断方法，该方法只需要正常螺杆样本，且不需要对原始数据进行特征提取，就可以建立单值分类器，解决了缺少故障螺杆样本的难题。

Experiments on both synthetic data and real data show that the method is superior to other linear subspace methods.

通过模拟数据和真实数据的实验，表明这种方法的分类正确率比现有的线性子空间方法有明显提高。

The split between the two groups can hardly be papered over.

这两个团体间的分歧难以掩饰。

This approach not only encourages a greater number of responses, but minimizes the likelihood of stale groupthink.

这种做法不仅鼓励了更多的反应，而且减少跟风的可能性。