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NIPS
1998
15 years 3 months ago
Dynamically Adapting Kernels in Support Vector Machines
The kernel-parameter is one of the few tunable parameters in Support Vector machines, controlling the complexity of the resulting hypothesis. Its choice amounts to model selection...
Nello Cristianini, Colin Campbell, John Shawe-Tayl...
CASCON
2010
188views Education» more  CASCON 2010»
14 years 8 months ago
First symposium on the Personal Web
The First Symposium on the Personal Web is colocated with CASCON 2010 and is sponsored by IBM CAS Research. This symposium includes key researchers and practitioners in a range of...
Mark H. Chignell, James R. Cordy, Joanna W. Ng, Ye...
CHI
2007
ACM
16 years 2 months ago
Dynamic detection of novice vs. skilled use without a task model
If applications were able to detect a user's expertise, then software could automatically adapt to better match expertise. Detecting expertise is difficult because a user...
Amy Hurst, Scott E. Hudson, Jennifer Mankoff
UAI
2000
15 years 3 months ago
Building a Stochastic Dynamic Model of Application Use
Many intelligent user interfaces employ application and user models to determine the user's preferences, goals and likely future actions. Such models require application anal...
Peter Gorniak, David Poole
ICAC
2005
IEEE
15 years 7 months ago
Dynamic Black-Box Performance Model Estimation for Self-Tuning Regulators
Methods for automatically managing the performance of computing services must estimate a performance model of that service. This paper explores properties that are necessary for p...
Magnus Karlsson, Michele Covell