604 search results - page 4 / 121 » Regularization and feature selection for networked features |
IJCNN
2007
IEEE
14 years 4 months ago
2007
IEEE
Abstract - We discuss an ensemble-of-classifiers based algorithm for the missing feature problem. The proposed approach is inspired in part by the random subspace method, and in pa...
CLUSTER
2005
IEEE
14 years 3 months ago
2005
IEEE
With several recent initiatives in the protocol offloading technology present on network adapters, the user market is now distributed amongst various technology levels including r...
IROS
2007
IEEE
14 years 4 months ago
2007
IEEE
Abstract— Temporal classification, such as activity recognition, is a key component for creating intelligent robot systems. In the case of robots, classification algorithms mus...
SDM
2007
SIAM
13 years 11 months ago
2007
SIAM
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
NIPS
2008
13 years 11 months ago
2008
For many supervised learning problems, we possess prior knowledge about which features yield similar information about the target variable. In predicting the topic of a document, ...