22121 search results - page 412 / 4425 » Modeling annotated data |
214
Voted
ICDE
2003
IEEE
16 years 4 months ago
2003
IEEE
Despite the recent proliferation of work on semistructured data models, there has been little work to date on supporting uncertainty in these models. In this paper, we propose a m...
99
Voted
INCDM
2007
Springer
15 years 8 months ago
2007
Springer
For difficult prediction problems, practitioners often segment the data into relatively homogenous groups and then build a model for each group. This two-step procedure usually res...
127
Voted
IJAR
2010
15 years 1 months ago
2010
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
153
Voted
NIPS
2008
15 years 4 months ago
2008
Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
129
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
The performance in higher secondary school education in India is a turning point in the academic lives of all students. As this academic performance is influenced by many factors,...