监督聚类,Supervised clustering
1)Supervised clustering监督聚类
1.This paper presents a new supervised clustering method The algorithm is based on the information related t o both the global and local distributions of training samples,avoiding the expensive computation and local minimum of traditional neural networks Unknow n patterns can also be recognized The simulation results demonstrate the soun dness of this approac本文提出了一种新的监督聚类学习方法。
英文短句/例句

1.Research of the Algorithm for Intrusion Detection Based on Semi-supervised Clustering;基于半监督聚类的入侵检测算法研究
2.Intrusion Prevention System Based on Seml-supervised Clustering;基于半监督聚类的入侵防御系统研究
3.A Study on Semi-supervised Clustering Algorithm Based on Domain Knowledge基于领域知识的半监督聚类算法研究
4.Research on Unsupervised Clustering Algorithm and Support Vector Machine and Their Application;无监督聚类算法和支持向量机及其应用研究
5.Semi-supervised Clustering of Complex Structured Data Based on Higher-order Logic基于高阶逻辑的复杂结构数据半监督聚类
6.Textile Image Segmentation Based on Semi-supervised Cluster and NBS Color Distance基于NBS颜色距离及半监督聚类的织物图像分割
7.Improved RBF Regression Using Fuzzy Partition and Supervised Fuzzy Clustering基于模糊分组和监督聚类的RBF回归性能改进
8.An Efficient Semi-Supervised Clustering Algorithm for Video Shots一种有效的半监督视频镜头聚类算法
9.Semi-supervised ISODATA clustering based on set pair analysis基于集对分析的半监督ISODATA聚类
10.Coreference Resolution with Supervised Correlation Clustering基于有监督关联聚类的中文共指消解
11.Unsupervised optimal fuzzy clustering algorithm based on fuzzy c-means基于FCM的无监督最优模糊聚类算法
12.Objective function of semi-supervised FCM clustering algorithm半监督FCM聚类算法目标函数研究
13.Modified differential evolution algorithm for semi-supervised fuzzy clustering改进微分进化算法的半监督模糊聚类
14.Application Research on Clustering Analysis in Unsupervised Image Classification聚类分析在非监督图像分类中的应用研究
15.Relational classifier based on optimal supervised cluster centers一种基于最优监督型聚类中心的关系分类器
16.The comparative research of initializing cluster centers for unsupervised classification非监督分类中初始聚类中心法的比较研究
17.Supervision on the Judicatory by People s Congress: From Individual Case Supervision to Similar Case Supervision;人大监督司法:从个案监督到类案监督
18.Intrusion Detection Techniques Based on Evolutionary Sem-Supervised Fuzzy Clustering Algorithm;基于进化半监督式模糊聚类算法的入侵检测
相关短句/例句

semi-supervised clustering半监督聚类
1.Novel semi-supervised clustering:collaborating primary space with auxiliary space;基于辅助空间与主空间合作的半监督聚类方法
2.Research on the Present Situation of Semi-Supervised Clustering Algorithm半监督聚类算法研究现状
3.Some Developments on Semi-Supervised Clustering半监督聚类的若干新进展
3)unsupervised clustering无监督聚类
1.A new method based on unsupervised clustering for lithium-ion battery classification;无监督聚类在锂离子电池分类中的应用
2.A background sub-set was obtained from the data set by unsupervised clustering.首先利用滑动可变窗口检测每个像素的所有不重叠平滑子序列,获取可能背景;然后选择每个平滑子序列的中值样本点构建分类序列集,根据未知类别的无监督聚类识别思想获取背景子集,实现背景初始化。
3.The learning strategy is motivated by the statistical query model and unsupervised clustering method.本文提出了基于最佳样本标记的主动支持向量机学习策略:首先利用无监督聚类选择一个小规模的样本集进行标记,然后训练该标记样本集得到一个初始SVM分类器,然后利用该分类器主动选择最感兴趣的无标记样本进行标记,逐渐增加标记样本的数量,并在此基础上更新分类器,反复进行直到得到最佳性能的分类器。
4)unsupervised clustering非监督聚类
1.Firstly,the composite in the period of August 13 to 28 which corresponds to the greenest image of the year was segmented with unsupervised clustering algorithm.介绍了全球地图第一版中国土地覆盖分类产品的遥感数据源、数据处理方法及结果,详细介绍了非监督聚类和决策树分类相结合的区域级土地覆盖分类方法及处理步骤,并以2003年全年的MODIS/TERRA16d合成产品MOD43B4为主要遥感数据源,采用先进行影像聚类,然后以聚类结果为处理单元进行多时相多特征决策树分类,得到了覆盖全国、约1km分辨率的土地覆盖分类结果。
5)Supervised-Unsupervied Clustering监督-非监督的聚类
6)supervised fuzzy clustering监督模糊聚类
1.Objective evaluation system of garment seam based on supervised fuzzy clustering;基于监督模糊聚类的缝纫平整度客观评价系统
2.A new method for fast building the rough data model (RDM) by means of supervised fuzzy clustering in the product space of input and output variables is proposed.提出了在输入-输出积空间中利用监督模糊聚类技术快速建立粗糙数据模型(rough data model,简称RDM)的一种方法。
3.To evaluate the sewing ability of the fabric objectively before being garment,a prediction system based on supervised fuzzy clustering neural network(SFCNN) for garment seams is proposed.为在面料成衣之前客观评价其缝纫性能,提出了一种基于监督模糊聚类客观评价方法。
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