5046 search results - page 53 / 1010 » Feature Selection from Huge Feature Sets |
177
click to vote
ICMI
2009
Springer
16 years 26 days ago
2009
Springer
Social interactions unfold over time, at multiple time scales, and can be observed through multiple sensory modalities. In this paper, we propose a machine learning framework for ...
268
click to vote
AUSAI
2011
Springer
14 years 6 months ago
2011
Springer
Image feature selection (FS) is an important task which can affect the performance of image classification and recognition. In this paper, we present a feature selection algorithm ...
159
click to vote
ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
161
click to vote
ICPR
2008
IEEE
16 years 7 months ago
2008
IEEE
We propose a feature selection method that constructs each new feature by analysis of tight error clusters. This is a greedy, time-efficient forward selection algorithm that itera...
158
click to vote
ICANN
2009
Springer
16 years 26 days ago
2009
Springer
This paper presents an application of multiple kernels like Kernel Basis to the Relevance Vector Machine algorithm. The framework of kernel machines has been a source of many works...