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BMCBI
2007
135views more  BMCBI 2007»
15 years 4 months ago
Detecting multivariate differentially expressed genes
Background: Gene expression is governed by complex networks, and differences in expression patterns between distinct biological conditions may therefore be complex and multivariat...
Roland Nilsson, José M. Peña, Johan ...
ILP
2007
Springer
15 years 10 months ago
Relational Macros for Transfer in Reinforcement Learning
We describe an application of inductive logic programming to transfer learning. Transfer learning is the use of knowledge learned in a source task to improve learning in a related ...
Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richa...
BIOINFORMATICS
2005
89views more  BIOINFORMATICS 2005»
15 years 4 months ago
Doelan: a solution for quality control monitoring of microarray production
: Doelan is an automated tool to check the quality of produced DNA microarrays. This software is based on the execution of test suites on quality control data to validate batches o...
Laurent Jourdren, Stéphane Le Crom
RULEML
2004
Springer
15 years 9 months ago
Rule Learning for Feature Values Extraction from HTML Product Information Sheets
The Web is now a huge information repository with a rich semantic structure that, however, is primarily addressed to human understanding rather than automated processing by a compu...
Costin Badica, Amelia Badica
PASTE
2010
ACM
15 years 9 months ago
Learning universal probabilistic models for fault localization
Recently there has been significant interest in employing probabilistic techniques for fault localization. Using dynamic dependence information for multiple passing runs, learnin...
Min Feng, Rajiv Gupta