56 search results - page 4 / 12 » Multi-Label Learning by Exploiting Label Correlations Locall... |
KDD
2008
ACM
14 years 9 months ago
2008
ACM
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
NIPS
2007
13 years 10 months ago
2007
Independent component analysis (ICA) is a powerful method to decouple signals. Most of the algorithms performing ICA do not consider the temporal correlations of the signal, but o...
ICDM
2008
IEEE
14 years 3 months ago
2008
IEEE
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
ICRA
2010
IEEE
13 years 7 months ago
2010
IEEE
Abstract— Navigating through unknown outdoor environments requires a robot to be able to see and model the far field terrain. In recent years this problem of seeing beyond relia...
BMVC
2010
13 years 6 months ago
2010
Recently, sparse coding has been receiving much attention in object and scene recognition tasks because of its superiority in learning an effective codebook over k-means clusterin...