2) supervised learning
监督学习
1.
Land evaluation based on agglomerative hierarchical cluster algorithm combining with supervised learning algorithm;
融合监督学习与凝聚层次聚类的土地评价方法
2.
Aimed at the problem of electroencephalography(EEG) pattern recognition in brain computer interfaces(BCIs),a classification method based on probabilistic neural network(PNN) with supervised learning was presented.
针对脑机接口(BCI)研究中脑电信号(EEG)的模式识别问题,提出了一种基于有监督学习的概率神经网络(PNN)的分类方法。
3.
The learning of connectionism,which consists mainly of supervised learning,intensive learning and unsupervised learning,is modelled after the learning of human beings.
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。
3) monitoring learning
监督性学习
4) unsupervised learning
非监督学习
1.
Accelerating the Training of Feedforward Neural Networks Using Improving Unsupervised Learning Principle;
用改进的非监督学习方法加速前馈神经网络的训练
2.
Image object′s semantic hierarchy and its unsupervised learning algrithm
图像目标语义层级结构及其非监督学习算法
3.
Experiments show that these unsupervised learning methods had different characters in classifying land use/cover of remote sensing.
结果表明三种非监督学习方法在进行遥感土地利用/覆盖分类过程中,在分类性能上有显著差异。
5) semi-supervised learning
半监督学习
1.
Making use of the unlabeled data in the semi-supervised learning;
半监督学习中非标记数据的利用
2.
Application based on semi-supervised learning algorithm to land evaluation;
半监督学习算法在农用地分等中的应用
3.
JPEG steganalysis based on Tri-training semi-supervised learning;
基于Tri-training半监督学习的JPEG隐密分析方法
6) unsupervised learning
无监督学习
1.
Intelligent fire detection based on unsupervised learning clustering algorithm of Dignet
基于Dignet无监督学习聚类算法的智能火灾探测
2.
The learning of connectionism,which consists mainly of supervised learning,intensive learning and unsupervised learning,is modelled after the learning of human beings.
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。
3.
The result of the feature selection in unsupervised learning is not as satisfactory as that in supervised learning.
无监督学习环境下的特征选择往往无法取得像有监督学习环境下那样令人满意的效果。
补充资料：监督
监督
监督监察与督促。它是国家制度的组成部分，是统治阶级巩固其政权、维护其利益、保证国家机器正常运转的有力工具。其基本特点是:工以法律规定赋予的权力为后盾，对其以外的权力实行制约，即是以一种外在力量对某一主体实行限制。②监督者与被监督者处于平等地位，实行权力制衡③监督活动具有强制性.不以被监督者的意愿为转移。④监督活动具有独立性.不受其他机关、团体或个人的任意干预。尽监督权具有限制性，不能无限扩大和任意使用，即监督者也必须接受再监督。中国的监督含义广泛，层次交叉:①从体制性质上分·有人大监督、行政监督、司法监督、党(共产党)的监督、群众监督、政协监督等。②从形式程序上分.有自上而下监督、自下而上监督、民主监督、相互监督等③从层次角度上分.有内部监督、外部监督、纵向监督、横向监督、专门监督、综合监督等④从行业系统上分.有计划监督、审计监督、财政监督、税收监督、统计监督、技术监督等尽从种类手段上分.有立法监督、法律监督、执法监督、纪律监督、舆论监督、社会监督等亏从时限过程上分，有事前预防监督、事中跟踪监督、事后俭查监督、宏观控制监督、微观信息监督、直接指导监督、间接反馈监督等
说明：补充资料仅用于学习参考，请勿用于其它任何用途。
参考词条