1863 search results - page 244 / 373 » A supervised learning approach for imbalanced data sets |
183
click to vote
NIPS
2008
15 years 7 months ago
2008
Many nonlinear dynamical phenomena can be effectively modeled by a system that switches among a set of conditionally linear dynamical modes. We consider two such models: the switc...
218
click to vote
TAMODIA
2008
15 years 7 months ago
2008
This paper addresses software plasticity, i.e. the ability of interactive systems to adapt to context of use while preserving user-centered properties. In plasticity, a classical a...
179
click to vote
IFIP12
2004
15 years 7 months ago
2004
: Conventional discussion environments provide the technical platform for distributed discussion and collaboration, but apart from some statistical data collected, rarely provide i...
219
click to vote
ICANN
2009
Springer
15 years 4 months ago
2009
Springer
Abstract. This paper studies a risk minimization approach to estimate a transformation model from noisy observations. It is argued that transformation models are a natural candidat...
201
click to vote
JMLR
2010
15 years 1 months ago
2010
The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean...