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» Learning and Domain Adaptation

163

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ICDM
2010
IEEE

147views Data Mining» more ICDM 2010»

Location and Scatter Matching for Dataset Shift in Text Mining

15 years 4 months ago

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Dataset shift from the training data in a source domain to the data in a target domain poses a great challenge for many statistical learning methods. Most algorithms can be viewed ...

Bo Chen, Wai Lam, Ivor W. Tsang, Tak-Lam Wong

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180

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CVPR
2012
IEEE

229views Computer Vision» more CVPR 2012»

Discrete texture traces: Topological representation of geometric context

13 years 8 months ago

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Modeling representations of image patches that are quasi-invariant to spatial deformations is an important problem in computer vision. In this paper, we propose a novel concept, t...

Jan Ernst, Maneesh Kumar Singh, Visvanathan Ramesh

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125

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ICML
2004
IEEE

135views Machine Learning» more ICML 2004»

Locally linear metric adaptation for semi-supervised clustering

16 years 7 months ago

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Hong Chang, Dit-Yan Yeung

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