36 search results - page 3 / 8 » An EMO Algorithm Using the Hypervolume Measure as Selection ... |
ICRA
2009
IEEE
13 years 12 months ago
2009
IEEE
— A novel criterion is introduced for assessing the diversity of a collection of paths or trajectories. The main idea is the notion of survivability, which measures the likelihoo...
ICML
2004
IEEE
14 years 6 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 ...
DATAMINE
2002
13 years 5 months ago
2002
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
ICRA
2007
IEEE
13 years 11 months ago
2007
IEEE
—Our sensor selection algorithm targets the problem of global self-localization of multi-sensor mobile robots. The algorithm builds on the probabilistic reasoning using Bayes fil...
ICML
2007
IEEE
14 years 6 months ago
2007
IEEE
We introduce a framework for filtering features that employs the Hilbert-Schmidt Independence Criterion (HSIC) as a measure of dependence between the features and the labels. The ...