466 search results - page 36 / 94 » RAIN: data clustering using randomized interactions between ... |
172
Voted
CSB
2005
IEEE
15 years 9 months ago
2005
IEEE
We developed a machine learning system for determining gene functions from heterogeneous sources of data sets using a Weighted Naive Bayesian Network (WNB). The knowledge of gene ...
101
Voted
PAMI
2008
15 years 3 months ago
2008
We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
137
Voted
IDA
1999
Springer
15 years 7 months ago
1999
Springer
A method for the linear discrimination of two classes has been proposed by us in 3 . It searches for the discriminant direction which maximizes the distance between the projected c...
117
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AUSAI
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Text documents have sparse data spaces, and nearest neighbors may belong to different classes when using current existing proximity measures to describe the correlation ...
144
Voted
CCCG
2008
15 years 5 months ago
2008
A problem arising in statistical data analysis and pattern recognition is to find a longest interval free of data points, given a set of data points in the unit interval. We use t...