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126
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NIPS
2004
15 years 4 months ago
The Power of Selective Memory: Self-Bounded Learning of Prediction Suffix Trees
Prediction suffix trees (PST) provide a popular and effective tool for tasks such as compression, classification, and language modeling. In this paper we take a decision theoretic...
Ofer Dekel, Shai Shalev-Shwartz, Yoram Singer
156
Voted
BMCBI
2008
112views more  BMCBI 2008»
15 years 3 months ago
Predicting the Interactome of Xanthomonas oryzae pathovar oryzae for target selection and DB service
Background: Protein-protein interactions (PPIs) play key roles in various cellular functions. In addition, some critical inter-species interactions such as host-pathogen interacti...
Jeong-Gu Kim, Daeui Park, Byoung-Chul Kim, Seong-W...
124
Voted
DAGM
2004
Springer
15 years 9 months ago
Predictive Discretization During Model Selection
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
Harald Steck, Tommi Jaakkola
BMCBI
2010
132views more  BMCBI 2010»
15 years 3 months ago
Protein network prediction and topological analysis in Leishmania major as a tool for drug target selection
Background: Leishmaniasis is a virulent parasitic infection that causes a worldwide disease burden. Most treatments have toxic side-effects and efficacy has decreased due to the e...
Andrés F. Flórez, Daeui Park, Jong B...
120
Voted
BMCBI
2007
106views more  BMCBI 2007»
15 years 3 months ago
In silico identification of NF-kappaB-regulated genes in pancreatic beta-cells
Background: Pancreatic beta-cells are the target of an autoimmune attack in type 1 diabetes mellitus (T1DM). This is mediated in part by cytokines, such as interleukin (IL)-1β an...
Najib Naamane, Jacques van Helden, Decio L. Eiziri...