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ICDM
2010
IEEE
147views Data Mining» more  ICDM 2010»
15 years 2 months ago
Location and Scatter Matching for Dataset Shift in Text Mining
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
CVPR
2012
IEEE
13 years 7 months ago
Discrete texture traces: Topological representation of geometric context
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
108
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ICML
2004
IEEE
16 years 5 months ago
Locally linear metric adaptation for semi-supervised clustering
Hong Chang, Dit-Yan Yeung
ECTEL
2006
Springer
15 years 8 months ago
Creating and Delivering Adaptive Courses with AHA!
Paul De Bra, David Smits, Natalia Stash
ML
2002
ACM
106views Machine Learning» more  ML 2002»
15 years 4 months ago
Statistical Properties and Adaptive Tuning of Support Vector Machines
Yi Lin, Grace Wahba, Hao Zhang, Yoonkyung Lee