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75
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BMCBI
2006
101views more  BMCBI 2006»
15 years 2 months ago
A combined approach to data mining of textual and structured data to identify cancer-related targets
Pavel Pospisil, Lakshmanan K. Iyer, S. James Adels...
164
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JMLR
2012
13 years 5 months ago
Transductive Learning of Structural SVMs via Prior Knowledge Constraints
Reducing the number of labeled examples required to learn accurate prediction models is an important problem in structured output prediction. In this paper we propose a new transd...
Chun-Nam Yu
167
Voted
JMLR
2012
13 years 5 months ago
Deterministic Annealing for Semi-Supervised Structured Output Learning
In this paper we propose a new approach for semi-supervised structured output learning. Our approach uses relaxed labeling on unlabeled data to deal with the combinatorial nature ...
Paramveer S. Dhillon, S. Sathiya Keerthi, Kedar Be...