709 search results - page 60 / 142 » Dynamically Adapting Kernels in Support Vector Machines |
147
click to vote
IJCAI
2007
15 years 5 months ago
2007
A key challenge in applying kernel-based methods for discriminative learning is to identify a suitable kernel given a problem domain. Many methods instead transform the input data...
137
click to vote
PR
2006
15 years 3 months ago
2006
A common approach in structural pattern classification is to define a dissimilarity measure on patterns and apply a distance-based nearest-neighbor classifier. In this paper, we i...
142
click to vote
NIPS
2004
15 years 5 months ago
2004
We devise and experiment with a dynamical kernel-based system for tracking hand movements from neural activity. The state of the system corresponds to the hand location, velocity,...
113
click to vote
CIDM
2007
IEEE
15 years 8 months ago
2007
IEEE
Kernel methods are effective approaches to the modeling of structured objects in learning algorithms. Their major drawback is the typically high computational complexity of kernel ...
164
click to vote
EMNLP
2009
15 years 1 months ago
2009
Because of the importance of proteinprotein interaction (PPI) extraction from text, many corpora have been proposed with slightly differing definitions of proteins and PPI. Since ...