901 search results - page 142 / 181 » Modelling Complex Data by Learning Which Variable to Constru... |
128
Voted
DATAMINE
2010
15 years 1 months ago
2010
In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...
116
Voted
ISMAR
2006
IEEE
15 years 7 months ago
2006
IEEE
With tracking setups becoming increasingly complex, it gets more difficult to find suitable algorithms for tracking, calibration and sensor fusion. A large number of solutions e...
140
click to vote
BMCBI
2006
15 years 1 months ago
2006
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
123
Voted
BMCBI
2007
15 years 1 months ago
2007
Background: An important step in annotation of sequenced genomes is the identification of transcription factor binding sites. More than a hundred different computational methods h...
144
Voted
MMAS
2011
Springer
14 years 8 months ago
2011
Springer
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...