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» Scalable, updatable predictive models for sequence data
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PKDD
2009
Springer
102views Data Mining» more  PKDD 2009»
15 years 10 months ago
A Generalization of Forward-Backward Algorithm
Structured prediction has become very important in recent years. A simple but notable class of structured prediction is one for sequences, so-called sequential labeling. For sequen...
Ai Azuma, Yuji Matsumoto
BMCBI
2006
150views more  BMCBI 2006»
15 years 4 months ago
Predicting protein subcellular locations using hierarchical ensemble of Bayesian classifiers based on Markov chains
Background: The subcellular location of a protein is closely related to its function. It would be worthwhile to develop a method to predict the subcellular location for a given pr...
Alla Bulashevska, Roland Eils
CAISE
2001
Springer
15 years 8 months ago
A Semantic Approach to Integrating XML and Structured Data Sources
XML is fast becoming the standard for information exchange on the Internet. As such, information expressed in XML will need to be integrated with existing information systems, whi...
Peter McBrien, Alexandra Poulovassilis
NIPS
2001
15 years 5 months ago
Predictive Representations of State
We show that states of a dynamical system can be usefully represented by multi-step, action-conditional predictions of future observations. State representations that are grounded...
Michael L. Littman, Richard S. Sutton, Satinder P....
NAR
2011
207views Computer Vision» more  NAR 2011»
14 years 7 months ago
PSORTdb - an expanded, auto-updated, user-friendly protein subcellular localization database for Bacteria and Archaea
The subcellular localization (SCL) of a microbial protein provides clues about its function, its suitability as a drug, vaccine or diagnostic target and aids experimental design. ...
Nancy Y. Yu, Matthew R. Laird, Cory Spencer, Fiona...