4578 search results - page 252 / 916 » Learning from Multi-source Data |
104
click to vote
ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Supervised learning is a classic data mining problem where one wishes to be be able to predict an output value associated with a particular input vector. We present a new twist on...
131
click to vote
AAAI
2006
15 years 4 months ago
2006
We present a novel framework for multi-label learning that explicitly addresses the challenge arising from the large number of classes and a small size of training data. The key a...
155
click to vote
ACL
2009
15 years 1 months ago
2009
We present a graph-based semi-supervised learning for the question-answering (QA) task for ranking candidate sentences. Using textual entailment analysis, we obtain entailment sco...
141
click to vote
ACMSE
2010
ACM
14 years 10 months ago
2010
ACM
The ranking problem appears in many areas of study such as customer rating, social science, economics, and information retrieval. Ranking can be formulated as a classification pro...
133
click to vote
AAAI
2012
13 years 5 months ago
2012
Knowledge transfer is computationally challenging, due in part to the curse of dimensionality, compounded by source and target domains expressed using different features (e.g., do...