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119
Voted
PKDD
2007
Springer
15 years 8 months ago
2007
Springer
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
92
Voted
DAC
1998
ACM
16 years 2 months ago
1998
ACM
89
Voted
ECCB
2002
IEEE
15 years 6 months ago
2002
IEEE
125
Voted
CORR
2010
Springer
14 years 8 months ago
2010
Springer
Time Series Data Server (TSDS) is a software package for implementing a server that provides fast supersetting, sub-setting, filtering, and uniform gridding of time series-like dat...
128
Voted
GECCO
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. The performance of classification algorithms in machine learning is affected by the features used to describe the labeled examples presented to the inducers. Therefore,...