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BMCBI
2006
126views more  BMCBI 2006»
15 years 6 months ago
Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
INFORMS
1998
100views more  INFORMS 1998»
15 years 6 months ago
Feature Selection via Mathematical Programming
The problem of discriminating between two nite point sets in n-dimensional feature space by a separating plane that utilizes as few of the features as possible, is formulated as a...
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Stre...
KDD
2012
ACM
166views Data Mining» more  KDD 2012»
13 years 9 months ago
Selecting a characteristic set of reviews
Online reviews provide consumers with valuable information that guides their decisions on a variety of fronts: from entertainment and shopping to medical services. Although the pr...
Theodoros Lappas, Mark Crovella, Evimaria Terzi
ICCAD
2008
IEEE
80views Hardware» more  ICCAD 2008»
16 years 3 months ago
Advancing supercomputer performance through interconnection topology synthesis
—In today’s many-core era, the interconnection networks have been the key factor that dominates the performance of a computer system. In this paper, we propose a design flow t...
Yi Zhu, Michael Taylor, Scott B. Baden, Chung-Kuan...
WEA
2004
Springer
110views Algorithms» more  WEA 2004»
15 years 11 months ago
A Dynamic Algorithm for Topologically Sorting Directed Acyclic Graphs
Abstract. We consider how to maintain the topological order of a directed acyclic graph (DAG) in the presence of edge insertions and deletions. We present a new algorithm and, alth...
David J. Pearce, Paul H. J. Kelly