374 search results - page 39 / 75 » Generalized Gaussian distributions for sequential data class... |
147
Voted
KDD
2007
ACM
16 years 4 months ago
2007
ACM
In this study, a novel multidimensional time series classification technique, namely support feature machine (SFM), is proposed. SFM is inspired by the optimization model of suppo...
138
Voted
ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
The Dirichlet process can be used as a nonparametric prior for an infinite-dimensional probability mass function on the parameter space of a mixture model. The set of parameters o...
143
Voted
KDD
2006
ACM
16 years 4 months ago
2006
ACM
Classification has been commonly used in many data mining projects in the financial service industry. For instance, to predict collectability of accounts receivable, a binary clas...
156
Voted
NIPS
2000
15 years 5 months ago
2000
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
150
Voted
ATAL
2010
Springer
15 years 3 months ago
2010
Springer
We introduce the novel problem of inter-robot transfer learning for perceptual classification of objects, where multiple heterogeneous robots communicate and transfer learned obje...