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JMLR
2010
121views more  JMLR 2010»
14 years 4 months ago
Sparse Semi-supervised Learning Using Conjugate Functions
In this paper, we propose a general framework for sparse semi-supervised learning, which concerns using a small portion of unlabeled data and a few labeled data to represent targe...
Shiliang Sun, John Shawe-Taylor
MFCS
2009
Springer
15 years 4 months ago
Query Automata for Nested Words
We study visibly pushdown automata (VPA) models for expressing and evaluating queries, expressed using MSO formulas, on words with a nesting structure (like XML documents). We deļ...
P. Madhusudan, Mahesh Viswanathan
EMNLP
2007
14 years 11 months ago
Recovery of Empty Nodes in Parse Structures
In this paper, we describe a new algorithm for recovering WH-trace empty nodes. Our approach combines a set of hand-written patterns together with a probabilistic model. Because t...
Denis Filimonov, Mary P. Harper
FCCM
2007
IEEE
146views VLSI» more  FCCM 2007»
15 years 3 months ago
Mitrion-C Application Development on SGI Altix 350/RC100
This paper provides an evaluation of SGIĀ® RASCā„¢ RC100 technology from a computational science software developer’s perspective. A brute force implementation of a two-point an...
Volodymyr V. Kindratenko, Robert J. Brunner, Adam ...
BMCBI
2006
152views more  BMCBI 2006»
14 years 9 months ago
Amplification of the Gene Ontology annotation of Affymetrix probe sets
Background: The annotations of Affymetrix DNA microarray probe sets with Gene Ontology terms are carefully selected for correctness. This results in very accurate but incomplete a...
Enrique M. Muro, Carolina Perez-Iratxeta, Miguel A...