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INTERSPEECH
2010
12 years 11 months ago
Acoustic feature diversity and speaker verification
We present a new method for speaker verification that uses the diversity of information from multiple feature representations. The principle behind the method is that certain feat...
R. Padmanabhan, Hema A. Murthy
PRIS
2004
13 years 6 months ago
A Pitfall in Determining the Optimal Feature Subset Size
Abstract. Feature selection researchers often encounter a peaking phenomenon: a feature subset can be found that is smaller but still enables building a more accurate classifier th...
Juha Reunanen
ICDM
2003
IEEE
143views Data Mining» more  ICDM 2003»
13 years 10 months ago
Active Sampling for Feature Selection
In knowledge discovery applications, where new features are to be added, an acquisition policy can help select the features to be acquired based on their relevance and the cost of...
Sriharsha Veeramachaneni, Paolo Avesani