查询词典 unsupervised

In this paper, an unsupervised learning mechanism based on ant colony pheromone is designed for the function optimization problem.

为了克服Memetic算法的这一缺点，针对函数优化问题提出了一种基于蚁群信息素的无指导的学习机制，并在此基础之上构造了基于信息素模因的克隆选择算法。

The main purpose of this paper is to propose a unsupervised clustering-based method to pre-extract the support vector for training the SVM in light of the theory that the classification facet of SVM is determined by support vector only. By analyzing the limitation existed in current multi-class classification methods, and taking into account comprehensively the separability of the class set of nodes, a hierarchical classification method of SVM binary tree based on tree classifier with optimized overall performance is designed.

针对SVM的分类面仅由支持向量决定的理论，提出一种基于无监督聚类方法来预抽取支持向量，训练向量机；并分析现有多类分类方法所存在的弊端，基于综合考虑节点的类集合可分性，设计一种基于树分类器整体性能最优的SVM二叉树层次分类方法。

The fine-registered and well-labeled atlas is used as the knowledge base of an unsupervised fuzzy C-mean segmentation method, which form the automatic segmentation and labeling of the Visible Man data set.

最后，经过匹配的标记好的图谱作为预分割模板用于无导师的模糊C-均值聚类分割方法，实现了对Visible Man体数据的自动分割和标注。

The authors can unsupervised segment the end side of steel bars bundles form the arbitrary background,by the method of construction,choose of Gabor wavelet and optimization of response.

通过提出的Gabor小波滤波器构造、选择和优化方法，可以无监督的成功将成捆棒材端面图像从任意背景图像中分割出来。

First of all, the significance of unsupervised word sense disambiguation study is introduced.

首先，介绍了无监督词义消歧研究的意义。

The goal of this paper is to give a brief summary of the current unsupervised word sense disambiguation techniques in order to facilitate future research.

研究的目的是对现有的无监督词义消歧技术进行总结，以期为进一步的研究指明方向。

Okay you'll say this is what we can do simply by training some randomly initialised neural network with a supervised or unsupervised algorithm.

好的，你也许会说我们仅要做的就是训练一些随机初始化的有或者没有监督算法的神经网络。。

An automatic algorithm was used in the analysis to identify clusters of groupings of patients. We used the classical unsupervised clustering method called the Iterative Self-organizing analysis technique of DATA analysis originally introduced by Ball and Hall.25 The technique allows the splitting and merging of clusters while trying to find the "best" configuration. It therefore, requires very little a priori knowledge about the data and predefining the possible number of clusters or groups is not required. The range of possible minimum and maximum number of clusters within which the algorithm can search for an optimal configuration was determined by a procedure called the chainmap which reorders the multidimensional data in the form of a 2D distance map.26 A patient vector is randomly selected and its nearest neighbor is identified as that with the shortest distance between the 2 patients' vectors.

使用自动算法来分析鉴别患者组的聚类，我们使用经典的最初由Ball和Hall提出的的非监控聚类方法，该技术允许在寻找&最佳&形态使对聚类进行拆分和组合，他不需要对数据专门的知识和对聚类或群的可能数量进行预设，在聚类可能的最大和最小范围内，算法可以通过一个叫Chainmap的程序寻找最理想的形态，该程序记录了来自2D距离图的多维数据。

But we don't care about Battlegrounds.

但我们并不在乎沙场中的显露。

Ah! don't mention it, the butcher's shop is a horror.

啊！不用提了。提到肉，真是糟透了。