921 search results - page 15 / 185 » Feature selection in scientific applications |
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...
ICANN
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. Local air quality forecasting can be made on the basis of meteorological and air pollution time series. Such data contain redundant information. Partial mutual informatio...
CIARP
2008
Springer
13 years 11 months ago
2008
Springer
This paper introduces the Dynamic Mesh Optimization meta-heuristic, which falls under the evolutionary computation techniques. Moreover, we outline its application to the feature s...
ICMI
2009
Springer
14 years 4 months ago
2009
Springer
The influence of multimodal sources of input data to the construction of accurate computational models of user preferences is investigated in this paper. The case study presented...
CORR
2007
Springer
13 years 9 months ago
2007
Springer
In this paper, we study the application of sparse principal component analysis (PCA) to clustering and feature selection problems. Sparse PCA seeks sparse factors, or linear combi...