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ECML
2005
Springer
15 years 10 months ago
Multi-armed Bandit Algorithms and Empirical Evaluation
The multi-armed bandit problem for a gambler is to decide which arm of a K-slot machine to pull to maximize his total reward in a series of trials. Many real-world learning and opt...
Joannès Vermorel, Mehryar Mohri
GECCO
2005
Springer
117views Optimization» more  GECCO 2005»
15 years 10 months ago
Directional self-learning of genetic algorithm
In order to overcome the low convergence speed and prematurity of classical genetic algorithm, an improved method named directional self-learning of genetic algorithm (DSLGA) is p...
Lin Cong, Yuheng Sha, Licheng Jiao, Fang Liu
PACT
2005
Springer
15 years 10 months ago
A Parallel Version for the Propagation Algorithm
This paper presents a parallel version for the Propagation Algorithm which belongs to the region growing family of algorithms. The main goal of our implementation is to decrease de...
Márcio Bastos Castro, Lucas Baldo, Luiz Gus...
BIBE
2003
IEEE
128views Bioinformatics» more  BIBE 2003»
15 years 10 months ago
A Repulsive Clustering Algorithm for Gene Expression Data
: - Facing the development of microarray technology, clustering is currently a leading technique to gene expression data analysis. In this paper, we propose a novel algorithm calle...
Chyun-Shin Cheng, Shiuan-Sz Wang
ICDAR
2003
IEEE
15 years 10 months ago
An Improved Parallel Thinning Algorithm
This paper describes an improved thinning algorithm for binary images. We improve thinning algorithm from the fundamental properties such as connectivity, onepixel width, robust t...
Lei Huang, Genxun Wan, Changping Liu