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107
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MCS
2001
Springer
15 years 7 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
117
Voted
DAC
1994
ACM
15 years 6 months ago
Error Diagnosis for Transistor-Level Verification
This paper describes a diagnosis technique for locating design errors in circuit implementations which do not match their functional specification. The method efficiently propagat...
Andreas Kuehlmann, David Ihsin Cheng, Arvind Srini...
134
Voted
CVPR
2009
IEEE
15 years 6 months ago
Depth from sliding projections
In this paper we present a novel method for 3D structure acquisition, based on structured light. Unlike classical structured light methods, in which a static projector illuminates...
Chris Hermans, Yannick Francken, Tom Cuypers, Phil...
134
Voted
SSPR
2000
Springer
15 years 6 months ago
The Role of Combining Rules in Bagging and Boosting
To improve weak classifiers bagging and boosting could be used. These techniques are based on combining classifiers. Usually, a simple majority vote or a weighted majority vote are...
Marina Skurichina, Robert P. W. Duin
124
Voted
APBC
2004
116views Bioinformatics» more  APBC 2004»
15 years 4 months ago
Evolving Genetic Regulatory Networks Using an Artificial Genome
Boolean models of genetic regulatory networks (GRNs) have been shown to exhibit many of the characteristic dynamics of real GRNs, with gene expression patterns settling to point a...
Jennifer Hallinan, Janet Wiles