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102
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PR
2007
88views more  PR 2007»
15 years 2 months ago
Robust kernel Isomap
Isomap is one of widely-used low-dimensional embedding methods, where geodesic distances on a weighted graph are incorporated with the classical scaling (metric multidimensional s...
Heeyoul Choi, Seungjin Choi
143
Voted
PAMI
2010
192views more  PAMI 2010»
15 years 1 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
107
Voted
TLT
2010
124views more  TLT 2010»
15 years 28 days ago
Bootstrapping a Culture of Sharing to Facilitate Open Educational Resources
—It seems self-evident that life for teachers would be simplified if there existed a large corpus of relevant resources that was available for them to reuse and for inquisitive s...
Hugh C. Davis, Leslie Carr, Jessie M. N. Hey, Yvon...
151
Voted
XPU
2010
Springer
15 years 28 days ago
Put It to the Test: Using Lightweight Experiments to Improve Team Processes
Experimentation is one way to gain insight into how processes perform for a team, but industry teams rarely do experiments, fearing that such educational excursions will incur extr...
Michael Keeling
139
Voted
ICDM
2010
IEEE
99views Data Mining» more  ICDM 2010»
15 years 16 days ago
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support
We present a mining system that can predict the future health status of the patient using the temporal trajectories of health status of a set of similar patients. The main noveltie...
Jimeng Sun, Daby Sow, Jianying Hu, Shahram Ebadoll...