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» Structured Sparsity in Structured Prediction
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SIGIR
2009
ACM
15 years 11 months ago
Building enriched document representations using aggregated anchor text
It is well known that anchor text plays a critical role in a variety of search tasks performed over hypertextual domains, including enterprise search, wiki search, and web search....
Donald Metzler, Jasmine Novak, Hang Cui, Srihari R...
CORR
2007
Springer
121views Education» more  CORR 2007»
15 years 4 months ago
Iterative Filtering for a Dynamical Reputation System
The paper introduces a novel iterative method that assigns a reputation to n + m items: n raters and m objects. Each rater evaluates a subset of objects leading to a n × m rating...
Cristobald de Kerchove, Paul Van Dooren
BMCBI
2010
120views more  BMCBI 2010»
15 years 4 months ago
Optimal contact definition for reconstruction of Contact Maps
Background: Contact maps have been extensively used as a simplified representation of protein structures. They capture most important features of a protein's fold, being pref...
Jose M. Duarte, Rajagopal Sathyapriya, Henning Ste...
JMLR
2010
143views more  JMLR 2010»
14 years 11 months ago
Incremental Sigmoid Belief Networks for Grammar Learning
We propose a class of Bayesian networks appropriate for structured prediction problems where the Bayesian network's model structure is a function of the predicted output stru...
James Henderson, Ivan Titov
BMCBI
2007
63views more  BMCBI 2007»
15 years 4 months ago
Prediction of the burial status of transmembrane residues of helical membrane proteins
Background: Helical membrane proteins (HMPs) play a crucial role in diverse cellular processes, yet it still remains extremely difficult to determine their structures by experimen...
Yungki Park, Sikander Hayat, Volkhard Helms