189
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ECML
15 years 8 months ago
2004 Springer 
Abstract. This paper presents an empirical study of population diversity measure and adaptive control of diversity in the context of a permutation-based algorithm for Traveling Sal...
170
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ECML
15 years 8 months ago
2004 Springer 
The kernel function plays a central role in kernel methods. Most existing methods can only adapt the kernel parameters or the kernel matrix based on empirical data. Recently, Ong e...
162
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ECML
15 years 10 months ago
2004 Springer
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...
160
Voted
ECML
15 years 10 months ago
2004 Springer 
Although tabular reinforcement learning (RL) methods have been proved to converge to an optimal policy, the combination of particular conventional reinforcement learning techniques...
155
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ECML
15 years 10 months ago
2004 Springer 
Abstract. In this paper, the Ssair (Semi-Supervised Active Image Retrieval) approach, which attempts to exploit unlabeled data to improve the performance of content-based image ret...
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Machine Learning