136
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper presents a gregarious particle swarm optimization algorithm (G-PSO) in which the particles explore the search space by aggressively scouting the local minima with the h...
146
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper presents the design and implementation of an adaptive open-set speaker identification system with genetic learning classifier systems. One of the challenging problems i...
128
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GECCO
2006
Springer
15 years 7 months ago
2006
Springer
Archive-based cooperative coevolutionary algorithms attempt to retain a set of individuals which act as good collaborators for other coevolved individuals in the evolutionary syst...
113
click to vote
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
The paper presents an approach based on principles of immune systems to the anomaly detection problem. Flexibility and efficiency of the anomaly detection system are achieved by b...
140
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...