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135
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NIPS
2008
15 years 5 months ago
Theory of matching pursuit
We analyse matching pursuit for kernel principal components analysis (KPCA) by proving that the sparse subspace it produces is a sample compression scheme. We show that this bound...
Zakria Hussain, John Shawe-Taylor
SERVICES
2008
51views more  SERVICES 2008»
15 years 5 months ago
Iterative Workflows for Numerical Simulations in Subsurface Sciences
Numerical simulators are frequently used to assess future risks, support remediation and monitoring program decisions, and assist in design of specific remedial actions with respe...
Jared Chase, Karen Schuchardt, George Chin Jr., Je...
138
Voted
AAAI
2006
15 years 5 months ago
CPM: Context-Aware Power Management in WLANs
In this paper, we present a novel approach for tuning power modes of wireless network interfaces. We use K-means and simple correlation techniques to analyze user's interacti...
Fahd Albinali, Chris Gniady
116
Voted
CIIT
2004
127views Communications» more  CIIT 2004»
15 years 5 months ago
OLSIM: Up-to-date traffic information on the web
The Internet is a convenient platform to distribute real time traffic information. Thus, we propose a web-based visualization of the current and future traffic load of the entire ...
Andreas Pottmeier, Roland Chrobok, Sigurdur F. Haf...
110
Voted
ESANN
2004
15 years 5 months ago
Soft-computing techniques for time series forecasting
One way to contrast the behaviour of different algorithms in the field of timeseries forecasting is to compare the prediction error using a benchmark problem. Another interesting ...
Ignacio Rojas Ruiz, Héctor Pomares