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无监督

网络unsupervised; Unsupervised Learning

无监督

无监督

无监督

unsupervised

也称无监督 (unsupervised)的聚类，也常称之为“聚类(cluster)”。另一种就是基于已有知识，通过训练分类器来辨识与已知细胞 …

Unsupervised Learning

...，而是一个具有“评论者”（Critic）的学习；在无监督（Unsupervised Learning）或者自组织学习中没有外部教师或者评论者 …

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The next stage is "unsupervised " learning , in which instruction is entirely absent .

下一个阶段为 “无监督 ”学习，在这个过程中没有任何人的指导。

3

Experimental results show that the proposed method is effective for the unsupervised and automatic segmentation of SAR image .

实验结果表明，该方法是一种有效的 SAR 图像无监督自动分割方法。

4

The projection is also unsupervised normalization technique, so as to improve the robustness and performance of the system .

同时，这种映射也是一种无监督规整，因此可以提高系统的鲁棒性及其确认性能。

5

This would be an example of unsupervised learning in a classification context .

这将在后面成为无监督学习上下文分类的一个例子。

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In this paper, an unsupervised online temporal segmentation algorithm is presented , and then the segmentation result is recognized by HMM .

提出了一种无监督的行为序列分割算法，并对分割结果进行识别。

9

This paper first explores unsupervised part-of-speech tagging for Chinese via monolingual corpus .

本文首先探索了基于单语料库的无监督中文词性标注。

10

As an unsupervised learning technique, dustering is a division of data into groups of similar objects.

聚类问题作为一种无监督的学习，能根据数据间的相似程度自动地进行分类。

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To solve this problem automatically and rapidly, a multi-scale MRF is introduced into knee MRI segmentation in this paper.

为解决这一问题，将多尺度 MRF 方法引入到膝关节 MRI 分割中，以实现快速无监督的分割。

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Although the Government has nominally civil government, but people do not have the habit of monitoring the government .

虽然政府名义上是民权政府，但民众并无监督政府的习惯。

16

The problem of unsupervised classification of remotely sensed image is considered in this paper .

该文研究了无监督遥感图像分类问题。

17

FCM is an unsupervised cluster algorithm . It needs to know the number of clusters, c, and the fuzzy exponent, m .

作为一个无监督的聚类算法，FCM 算法在执行前需要给定模糊聚类数 c 和模糊指数 m 。

18

In unsupervised learning , the goal is harder because there are no pre-determined categorizations .

对无监督学习来说这个目标很难实现，因为缺乏事先确定的分类。

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Deterioration was reported for the unsupervised groups in 2 trials (20, 26 ).

2 个无监督的试验出现恶化（20,26 ）。

22

Unsupervised Texture Segmentation Using Total Variation Minimization

利用总变分最小化方法的无监督纹理图像分割

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Speech Recognition of Confidence -Measurement-Based Unsupervised Speaker Adaptation

基于置信度的无监督说话人自适应语音识别

24

Study of unsupervised and adaptive intrusion detection system

无监督自适应入侵检测系统研究

26

Unsupervised learning - Models a set of inputs : like clustering

无监督学习 -模式化输入集合：就像数据聚类

27

Comparison Between Supervised Learning and Unsupervised Learning in Neural Networks

神经网络内监督学习和无监督学习之比较

28

Active Contour Model Combined Unsupervised Texture Segmentation

结合活动轮廓模型的无监督纹理图像分割

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A Clustering Ensemble Based Unsupervised Feature Selection Approach

一种基于聚类集成的无监督特征选择方法

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"Unsupervised Learning of Disambiguation Rules for Part of Speech Tagging . " Workshop on Very Large Corpora, p. 1995. ( PDF )

词类标注的消歧规则的无监督学习〉《超大规模语料专题讨论会》，1995 年。（PDF ）

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