211 search results - page 21 / 43 » Improving the Performance of Hierarchical Classification wit... |
AE
2005
Springer
14 years 1 months ago
2005
Springer
This work proposes a new rule pruning procedure for Ant-Miner, an Ant Colony algorithm that discovers classification rules in the context of data mining. The performance of Ant-Min...
GECCO
2007
Springer
14 years 1 months ago
2007
Springer
This paper attempts to extend the XCS research by analyzing the impact of information exchange between XCS agents on classifier performance. Two types of information are exchange...
GECCO
2009
Springer
14 years 6 days ago
2009
Springer
Dealing with imprecise information is a common characteristic in real-world problems. Specifically, when the source of the information are physical sensors, a level of noise in t...
IEAAIE
2004
Springer
14 years 29 days ago
2004
Springer
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...
IAT
2003
IEEE
14 years 27 days ago
2003
IEEE
—Ant-based algorithms or ant colony optimization (ACO) algorithms have been applied successfully to combinatorial optimization problems. More recently, Parpinelli and colleagues ...