使用无监督学习算法对标签数据。
这一立场，需要有人将工作良好，无监督。
This position requires someone that will work well without supervision.
这将在后面成为无监督学习上下文分类的一个例子。
This would be an example of unsupervised learning in a classification context.
本文首先探索了基于单语料库的无监督中文词性标注。
This paper first explores unsupervised part-of-speech tagging for Chinese via monolingual corpus.
无监督学习是解决未知雷达辐射源信号识别的有效方法。
Unsupervised learning is a good method to solve the problem of recognition of unknown radar emitter signal.
这篇文章我们将关注一些其他方面的学习：监督还是无监督。
This article will focus on another dimension to learning: whether it is supervised or unsupervised.
无监督学习：输入数据不带标签或者没有一个已知的结果。
Unsupervised Learning: Input data is not labelled and does not have a known result.
无监督学习：输入数据不带标签或者没有一个已知的结果。
Semi-Supervised Learning: Input data is a mixture of labelled and unlabelled examples.
该方法具有结构算法简单、无监督自学习和侧向联想等功能。
The proposed method features a simple structural algorithm, supervision free self study and lateral thought association, etc.
提出了一种基于多尺度图像块的SAR图像无监督分割方法。
An unsupervised segmentation of SAR imagery based on Multiscale image block is proposed.
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。
In unsupervised learning, the goal is harder because there are no pre-determined categorizations.
高斯过程隐变量模型是最近提出的比较流行的无监督降维方法。
Gaussian process latent variable model (GPLVM) is a popular manifold method recently proposed for dimensional reduction.
原始的非线性维数约减算法是无监督的，不能直接用于模式识别。
The original nonlinear dimensionality reduction algorithms are non-supervised, which can't directly be applied in pattern recognition.
实验数据分析(无监督学习)可以被用来指导选择合适的学习策略。
Exploratory data analysis (unsupervised learning) may be used to guide the choice of suitable learning strategies.
该控制系统可以对非线性系统，不确定系统等进行无监督的学习控制。
This proposed control system can learn to control the system dynamically, such as nonlinear system and uncertain system.
针对几种典型的有监督及无监督分类算法，进行了深入的分析和比较。
Comprehensive analysis and comparisons are given for several typical algorithms in supervised and unsupervised classification.
提出了一种融合无监督和监督两种学习策略生成多分类决策树的方法。
In this paper, a new method which combines unsupervised and supervised learning strategy is put forward to construct the multi classification decision tree.
确定研究区内不同地物采用监督分类和无监督分类时相应的参数和阈值。
Made sure of the parameters and thresholds of different objects with supervised and unsupervised classification.
研究了基于隐马尔可夫随机场（HMRF）模型的无监督图像分割问题。
This paper presents a novel unsupervised image segmentation algorithm based on hidden Markov random field(HMRF) model.
其学习是对人类学习的模拟，主要有监督学习、强化学习和无监督学习三种。
The learning of connectionism, which consists mainly of supervised learning, intensive learning and unsupervised learning, is modelled after the learning of human beings.
聚类分析是在无先验知识无指导下进行数据无监督分类的一种数据挖掘技术。
Clustering analysis is one of the basic methods of the data mining and knowledge finding and it is a non - surveillance data classification method.
当程序接受了用数千张图片进行的无监督式学习训练后，它们无法解决这个问题。
When programs were given unsupervised training with thousands of images, they could not solve the problem.
针对这一问题，本文提出一种基于分割窗的无监督多通道遥感图像变化检测方法。
In order to solve this problem, this paper proposes a split window-based method for unsupervised change detection in multichannel remotely sensed images.
相比于无监督聚类分析，半监督聚类利用提供的少量监督信息协助指导聚类过程。
Compared to unsupervised clustering, semi-supervised clustering utilizes a small amount of given prior knowledge to guide the clustering process.
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。
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.
而且，针对无监督图像分割的模型选择问题提出了带惩罚项的误差平方和阶次判定准则。
Furthermore, in order to solve the model selection problems of unsupervised image segmentation, the sum of squared error criterion with penalty term is proposed.
举重干预包括健身房会员资格和13周的监督训练，剩余9个月无监督训练；对照组无锻炼。
Intervention Weight lifting intervention included a gym membership and 13 weeks of supervised instruction, with the remaining 9 months unsupervised, vs no exercise.
举重干预包括健身房会员资格和13周的监督训练，剩余9个月无监督训练；对照组无锻炼。
Intervention Weight lifting intervention included a gym membership and 13 weeks of supervised instruction, with the remaining 9 months unsupervised, vs no exercise.
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