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DATAMINE
2008
143views more  DATAMINE 2008»
13 years 5 months ago
Automatically countering imbalance and its empirical relationship to cost
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
Nitesh V. Chawla, David A. Cieslak, Lawrence O. Ha...
BMCBI
2006
91views more  BMCBI 2006»
13 years 5 months ago
PeanutMap: an online genome database for comparative molecular maps of peanut
Background: Molecular maps have been developed for many species, and are of particular importance for varietal development and comparative genomics. However, despite the existence...
Arun M. Jesubatham, Mark D. Burow
BMCBI
2006
108views more  BMCBI 2006»
13 years 5 months ago
Probe set algorithms: is there a rational best bet?
Affymetrix microarrays have become a standard experimental platform for studies of mRNA expression profiling. Their success is due, in part, to the multiple oligonucleotide featur...
Jinwook Seo, Eric P. Hoffman
ML
2008
ACM
13 years 5 months ago
Incremental exemplar learning schemes for classification on embedded devices
Although memory-based classifiers offer robust classification performance, their widespread usage on embedded devices is hindered due to the device's limited memory resources...
Ankur Jain, Daniel Nikovski
NAR
2011
188views Computer Vision» more  NAR 2011»
12 years 8 months ago
NCBI Epigenomics: a new public resource for exploring epigenomic data sets
The Epigenomics database at the National Center for Biotechnology Information (NCBI) is a new resource that has been created to serve as a comprehensive public resource for whole-...
Ian M. Fingerman, Lee McDaniel, Xuan Zhang, Walter...