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BMCBI
2008
169views more  BMCBI 2008»
15 years 6 months ago
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
Alexander R. Statnikov, Lily Wang, Constantin F. A...
CBSE
2004
Springer
16 years 1 days ago
Introducing a Component Technology for Safety Critical Embedded Real-Time Systems
Safety critical embedded real-time systems represent a class of systems that has attracted relatively little attention in research addressing component based software engineering. ...
Kristian Sandström, Johan Fredriksson, Mikael...
STOC
2009
ACM
136views Algorithms» more  STOC 2009»
16 years 7 months ago
Random walks on polytopes and an affine interior point method for linear programming
Let K be a polytope in Rn defined by m linear inequalities. We give a new Markov Chain algorithm to draw a nearly uniform sample from K. The underlying Markov Chain is the first t...
Ravi Kannan, Hariharan Narayanan
236
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RECOMB
2001
Springer
16 years 7 months ago
Finding motifs using random projections
motif discovery problem abstracts the task of discovering short, conserved sites in genomic DNA. Pevzner and Sze recently described a precise combinatorial formulation of motif di...
Jeremy Buhler, Martin Tompa
MSWIM
2005
ACM
16 years 5 days ago
Randomized energy aware routing algorithms in mobile ad hoc networks
We consider the problem of energy aware localized routing in ad hoc networks. In localized routing algorithms, each node forwards a message based on the position information about...
Israat Tanzeena Haque, Chadi Assi, J. William Atwo...