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» Robustness in cooperative coevolution
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IDA
2007
Springer
16 years 1 days ago
Two Bagging Algorithms with Coupled Learners to Encourage Diversity
In this paper, we present two ensemble learning algorithms which make use of boostrapping and out-of-bag estimation in an attempt to inherit the robustness of bagging to overfitti...
Carlos Valle, Ricardo Ñanculef, Héct...
ESAW
2008
Springer
15 years 7 months ago
Exception Handling in Goal-Oriented Multi-Agent Systems
Abstract. Cooperative, autonomous and distributed properties of multiagent systems deduce the dynamic capabilities of multi-agent system applications. On the other hand, these suit...
Ibrahim Cakirlar, Erdem Eser Ekinci, Oguz Dikenell...
GECCO
2008
Springer
171views Optimization» more  GECCO 2008»
15 years 7 months ago
Particle swarm clustering ensemble
Extracting natural groups of the unlabeled data is known as clustering. To improve the stability and robustness of the clustering outputs, clustering ensembles have emerged recent...
Abbas Ahmadi, Fakhri Karray, Mohamed Kamel
PR
2007
114views more  PR 2007»
15 years 5 months ago
Distributed Markovian segmentation: Application to MR brain scans
A situated approach to Markovian image segmentation is proposed based on a distributed, decentralized and cooperative strategy for model estimation. According to this approach, th...
Nathalie Richard, Michel Dojat, Catherine Garbay
RAS
2008
86views more  RAS 2008»
15 years 5 months ago
Theory and implementation of path planning by negotiation for decentralized agents
This paper presents a cooperative decentralized path-planning algorithm for a group of autonomous agents that provides guaranteed collisionfree trajectories in real-time. The algo...
Oliver Purwin, Raffaello D'Andrea, Jin-Woo Lee