4542 search results - page 79 / 909 » Unsupervised Feature Selection Using Feature Similarity |
ICANN
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. Mutual Information (MI) is a powerful concept from information theory used in many application fields. For practical tasks it is often necessary to estimate the Mutual In...
BMCBI
2005
13 years 10 months ago
2005
Background: The use of mass spectrometry as a proteomics tool is poised to revolutionize early disease diagnosis and biomarker identification. Unfortunately, before standard super...
ISMIR
2004
Springer
14 years 3 months ago
2004
Springer
In this work, musical instrument recognition is considered on solo music from real world performance. A large sound database is used that consists of musical phrases excerpted fro...
NIPS
2004
13 years 11 months ago
2004
The NIPS 2003 workshops included a feature selection competition organized by the authors. We provided participants with five datasets from different application domains and calle...
PAMI
2006
13 years 10 months ago
2006
We present a Bayesian method for mixture model training that simultaneously treats the feature selection and the model selection problem. The method is based on the integration of ...