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DSN
2009
IEEE
14 years 3 months ago
System log pre-processing to improve failure prediction
Log preprocessing, a process applied on the raw log before applying a predictive method, is of paramount importance to failure prediction and diagnosis. While existing filtering ...
Ziming Zheng, Zhiling Lan, Byung-Hoon Park, Al Gei...
AAAI
2007
13 years 11 months ago
Multi-Label Learning by Instance Differentiation
Multi-label learning deals with ambiguous examples each may belong to several concept classes simultaneously. In this learning framework, the inherent ambiguity of each example is...
Min-Ling Zhang, Zhi-Hua Zhou
ML
2008
ACM
134views Machine Learning» more  ML 2008»
13 years 8 months ago
Multilabel classification via calibrated label ranking
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. Hitherto existing approaches to label ranking implicitly operat...
Johannes Fürnkranz, Eyke Hüllermeier, En...
SCFBM
2008
87views more  SCFBM 2008»
13 years 8 months ago
Analysis by siRNA_profile program displays novel thermodynamic characteristics of highly functional siRNA molecules
Objective: Here we report the improved results of a new siRNA design program and analysis tool called siRNA_profile that reveals an additional criterion for bioinformatic search o...
Pirkko Muhonen, Ranga N. Parthasarathy, Anthony J....
BMCBI
2007
116views more  BMCBI 2007»
13 years 8 months ago
Cloning, analysis and functional annotation of expressed sequence tags from the Earthworm Eisenia fetida
Background: Eisenia fetida, commonly known as red wiggler or compost worm, belongs to the Lumbricidae family of the Annelida phylum. Little is known about its genome sequence alth...
Mehdi Pirooznia, Ping Gong, Xin Guan, Laura S. Ino...