经预处理后的数据，运用多项式回归建立了煤炭发热量与灰分之间的回归模型。
After data preprocessing, a regression model between calorific and ash content was founded by polynomial regression.
该方法首先利用小波变换和主成分分析对故障信号进行预处理，然后用处理后的故障特征数据对小波神经网络进行训练和测试。
The method uses wavelet transform and principle component analysis to preprocess fault signal, afterward training and testing wavelet neural network with the preprocessed fault characteristic data.
将预处理后数据作为SVM(支持向量机)算法的输入，通过SVM算法来检测轴承故障。
Subsequently those preprocessing data are the input of SVM (support vector machine) algorithm, which is used for ball bearing fault detection.
所用源数据来自CAD或CAG系统的数据交换文件，并经预处理后已消除其中包含的各种错误、误差或二意性信息。
The original data comes from the data exchange files in the systems of CAD or CAG and the existing errors as the indefinite information are deleted through the pre processing.
本文处理的数据是经过FPGA和DSP预处理后的雷达回波数据。
In this paper, the data processing is the real radar echo data processed by DSP and FPGA.
数据预处理就是处理这些冗余信息，经过数据净化、用户识别、会话识别、路径补全操作后得到能够用于挖掘的数据。
Data preprocessing is to treat these redundant information such as data purifying, user recognition, session recognition and pathway complement.
所有资料经预处理后，导入SQL2000数据库，利用其中的数据挖掘工具——微软决策树进行分类节点变量的选取，以此构建病例组合。
After pretreatment, the data were loaded in SQL2000 server database. We established the case mix of the inpatient using the grouping node selected by decision tree.
本文对数据挖掘前的数据预处理和数据挖掘后的结果评价与展现也进行了一定的研究。
This article also has implemented some of investigation, the pre-process before data mining and outcome assessment after data mining.
数据准备既需要人的参与又可以借助于一些工具清理、提炼、集成数据，使得经过预处理后得到的数据能够满足挖掘算法的需要。
Data preparation not only demand the human participation but also may resort to some tools for data removal, data abstraction and data conglomerate to make the data is fit for mining algorithm.
然后，对预处理后的图像运用此算法实现了地质等值线图的边缘探测，并得到矢量图形数据，从而解决了地质等值线图件数字化问题。
Then, by applying this algorithm to the picture after pretreatment, we realize its edge-detection and get vector graphical data. As a result, we solve digital problem of geological contour-map.
这些真实数据经过预处理，去除噪声和敏感信息后，被转换为可进行直接挖掘的标准数据格式。
These real alarm data are transformed to the standard data format for mining after preprocessing, denoising and filtering sensitive information.
卫星遥感图像的零级数据在经过适当的预处理后，仍然存在包括条带干扰在内的各种干扰信息。
After image registration and some pre-processing, the 0-level data of satellite remote sensing image still contains some noises such as strip noise.
为了降低复杂度，在进行ICA运算时，先对接收数据进行降维预处理，然后对迭代后的数据进行正交化处理。
To reduce the complexity, dimension reduction executes before ICA algorithm, and then after iteration of the orthogonal data processing.
论文首先是数据预处理，其次，对处理后的数据进行K-均值聚类，获得一个粗略的聚类；
Firstly, the paper deal with the EST sequence data in a certain way; secondly, we cluster the processed data by K-means algortihm to get clusters;
论文首先是数据预处理，其次，对处理后的数据进行K-均值聚类，获得一个粗略的聚类；
Firstly, the paper deal with the EST sequence data in a certain way; secondly, we cluster the processed data by K-means algortihm to get clusters;
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