211 search results - page 1 / 43 » Improving the Performance of Hierarchical Classification wit... |
EVOW
2008
Springer
13 years 6 months ago
2008
Springer
In this paper we propose a new method to improve the performance of hierarchical classification. We use a swarm intelligence algorithm to select the type of classification algorith...
JUCS
2008
13 years 4 months ago
2008
: In this paper we propose a new approach to Swarm Intelligence called Two-Step Swarm Intelligence. The basic idea is to split the heuristic search performed by agents into two sta...
IAT
2009
IEEE
13 years 8 months ago
2009
IEEE
When intelligent systems reason about complex problems with a large hierarchical classification space it is hard to evaluate system performance. For classification problems, differ...
GECCO
2007
Springer
13 years 8 months ago
2007
Springer
Simplified forms of the particle swarm algorithm are very beneficial in contributing to understanding of what makes a PSO swarm function in the way that it does. One of these form...
CEC
2008
IEEE
13 years 11 months ago
2008
IEEE
—The particle swarm optimizer (PSO) is a popular computing technique of swarm intelligence, known for its fast convergence speed and easy implementation. All the particles in the...