217 search results - page 8 / 44 » On Estimating Mutual Information for Feature Selection |
100
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JRTIP
2006
15 years 1 months ago
2006
The information-rich scene descriptors created by multispectral sensors can act as a bottleneck in further analysis. Many of the spectral band selection methods treat the two under...
108
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ICB
2009
Springer
15 years 8 months ago
2009
Springer
We developed measures relating feature vector distributions to speaker recognition (SR) performances for performance prediction and potential arbitrary data selection for SR. We ex...
109
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ICANN
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. In this paper we consider the question of whether it is possible to classify n-back EEG data into different memory loads across subjects. To capture relevant information ...
119
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PRIB
2010
Springer
15 years 7 days ago
2010
Springer
We studied 1372 LacI-family transcription factors and their 4484 DNA binding sites using machine learning algorithms and feature selection techniques. The Naive Bayes classifier a...
168
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JMLR
2012
13 years 4 months ago
2012
We present a unifying framework for information theoretic feature selection, bringing almost two decades of research on heuristic filter criteria under a single theoretical inter...