2800 search results - page 216 / 560 » A hierarchical model of data locality |
180
Voted
ICML
2010
IEEE
14 years 12 months ago
2010
IEEE
The hierarchical Dirichlet process (HDP) is a Bayesian nonparametric mixed membership model--each data point is modeled with a collection of components of different proportions. T...
IV
2007
IEEE
15 years 5 months ago
2007
IEEE
When visualising datasets that are too large to be displayed in their entirity, interactive navigation is a common solution. However, instantaneous updates of the visualisation wh...
138
Voted
DBKDA
2010
IEEE
14 years 11 months ago
2010
IEEE
— This paper presents a graphical approach to model XML documents based on a Data Type Documentation called Graphical Notations-Data Type Documentation (GN-DTD). GN-DTD allows us...
76
Voted
ICDM
2008
IEEE
15 years 5 months ago
2008
IEEE
We introduce dynamic correlated topic models (DCTM) for analyzing discrete data over time. This model is inspired by the hierarchical Gaussian process latent variable models (GP-L...
101
Voted
ICDCS
2002
IEEE
15 years 3 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...