21 search results - page 1 / 5 » Classification Rule Discovery with Ant Colony Optimization |
IAT
2003
IEEE
13 years 10 months 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 ...
AE
2005
Springer
13 years 10 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
2006
Springer
13 years 8 months ago
2006
Springer
The Ant-Miner algorithm, first proposed by Parpinelli and colleagues, applies an ant colony optimization heuristic to the classification task of data mining to discover an ordered...
PAAMS
2010
Springer
13 years 2 months ago
2010
Springer
In this paper we present a novel algorithm, named GBAP, that jointly uses automatic programming with ant colony optimization for mining classification rules. GBAP is based on a con...
AUSAI
2005
Springer
13 years 6 months ago
2005
Springer
Abstract. Ant Colony Optimization (ACO) is a collection of metaheuristics inspired by foraging in ant colonies, whose aim is to solve combinatorial optimization problems. We identi...