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用来图像检索的,SSMetric半监督学习距离图像检索Used for image retrieval, SSMetric a semi-supervised learning distance image retrieval
-Used for image retrieval, SSMetric a semi-supervised learning distance image retrieval
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semi-supervised learning 半监督局部线性嵌入-semi-supervised learning
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Fuzzy-Rough Set based Semi-Supervised Learning
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In this paper, we study cost-sensitive semi-supervised
learning where many of the training examples are unlabeled
and different misclassification errors are associated
with unequal costs. This scenario occurs in many
real-world applications.
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基于图的半监督学习算法,matlab代码-Semi-supervised learning algorithm based on graph, matlab code. . . .
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半监督流行学习算法,看后能懂得流行学习算法的基本原理-Popular semi-supervised learning algorithm, after watching can understand the basic principles of popular learning algorithm
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SSL with Measure Propagation: Implementation of Measure Propagation Algorithm introduced in, Subramanya, Amarnag, and Jeff Bilmes. Semi-supervised learning with measure propagation. The Journal of Machine Learning Research 12 (2011): 3311-3370.-SSL w
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SSL(Semi-Supervised Learning) with PGP: Implementation of PGP Algorithm introduced in, Fang, Yuan, Kevin Chen-Chuan Chang, and Hady Wirawan Lauw. Graph-based semi-supervised learning: Realizing pointwise smoothness probabilistically. International Co
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SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Origi
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A Comparative Evaluation of Deep Belief Nets in Semi-supervised Learning
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Documentation for active learning and Semi supervised Learning two important machine learning algorithm
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多源决策融合semi-supervised-multi classification learning machine for decision fusion in semi-supervised learning
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半监督学习下的kmeans,用数据集,代码注释详细(Kmeans under semi supervised learning)
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AGR算法,进行半监督学习,matlab语言(AGR classification,semi-supervised learning,matlab code)
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ECG算法,基于锚图结构的半监督学习,进行数据分类(ECG method,semi-supervised learning,label unlabel)
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FLAE 方法,分类,半监督学习,字典学习,有标签数据,无标签数据(FLAE method,semi-supervised learning,label unlabel)
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kernel方法,进行半监督学习,数据分类与识别,有标签与无标签(KERNELmethod,semi-supervised learning,classification,label unlabel)
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lapsvm 方法,进行半监督学习,模式识别与数据挖掘,数据分类(lapsvm method,semi-supervised learning,label unlabel)
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半监督学习(Semi-Supervised Learning,SSL)是模式识别和机器学习领域研究的重点问题,是监督学习与无监督学习相结合的一种学习方法。半监督学习使用大量的未标记数据,以及同时使用标记数据,来进行模式识别工作。当使用半监督学习时,将会要求尽量少的人员来从事工作,同时,又能够带来比较高的准确性
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基于师生模型实现半监督学习,百万级数据级(Semi supervised learning based on teacher-student model, million data level)
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