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DATAMINE
2008
143views more  DATAMINE 2008»
13 years 10 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...
AAMAS
2006
Springer
13 years 10 months ago
CONFIDANT: Collaborative Object Notification Framework for Insider Defense using Autonomous Network Transactions
File Integrity Analyzers serve as a component of an Intrusion Detection environment by performing filesystem inspections to verify the content of security-critical files in order ...
Adam J. Rocke, Ronald F. DeMara
ALMOB
2006
113views more  ALMOB 2006»
13 years 10 months ago
Inverse bifurcation analysis: application to simple gene systems
Background: Bifurcation analysis has proven to be a powerful method for understanding the qualitative behavior of gene regulatory networks. In addition to the more traditional for...
James Lu, Heinz W. Engl, Peter Schuster
BMCBI
2006
112views more  BMCBI 2006»
13 years 10 months ago
GENOMEMASKER package for designing unique genomic PCR primers
Background: The design of oligonucleotides and PCR primers for studying large genomes is complicated by the redundancy of sequences. The eukaryotic genomes are particularly diffic...
Reidar Andreson, Eric Reppo, Lauris Kaplinski, Mai...
BMCBI
2006
169views more  BMCBI 2006»
13 years 10 months ago
Finding biological process modifications in cancer tissues by mining gene expression correlations
Background: Through the use of DNA microarrays it is now possible to obtain quantitative measurements of the expression of thousands of genes from a biological sample. This techno...
Giacomo Gamberoni, Sergio Storari, Stefano Volinia
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