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ECML
2005
Springer
14 years 3 months ago
Severe Class Imbalance: Why Better Algorithms Aren't the Answer
This paper argues that severe class imbalance is not just an interesting technical challenge that improved learning algorithms will address, it is much more serious. To be useful, ...
Chris Drummond, Robert C. Holte
INFOCOM
2012
IEEE
12 years 21 days ago
Fair background data transfers of minimal delay impact
—In this paper we present a methodology for the design of congestion control protocols for background data transfers that have a minimal delay impact on short TCP transfers and c...
Costas Courcoubetis, Antonis Dimakis
DNA
2009
Springer
145views Bioinformatics» more  DNA 2009»
14 years 4 months ago
Distributed Agreement in Tile Self-assembly
Abstract. Laboratory investigations have shown that a formal theory of fault-tolerance will be essential to harness nanoscale self-assembly as a medium of computation. Several rese...
Aaron Sterling
DGO
2007
192views Education» more  DGO 2007»
13 years 11 months ago
D-HOTM: distributed higher order text mining
We present D-HOTM, a framework for Distributed Higher Order Text Mining based on named entities extracted from textual data that are stored in distributed relational databases. Unl...
William M. Pottenger
MA
2011
Springer
241views Communications» more  MA 2011»
13 years 5 months ago
On the distribution of the ratio of the largest eigenvalue to the trace of a Wishart matrix
The ratio of the largest eigenvalue divided by the trace of a p×p random Wishart matrix with n degrees of freedom and identity covariance matrix plays an important role in variou...
Boaz Nadler