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186
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COLT
2005
Springer
16 years 12 days ago
2005
Springer
We present two new methods for obtaining generalization error bounds in a semi-supervised setting. Both methods are based on approximating the disagreement probability of pairs of ...
184
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GECCO
2005
Springer
16 years 12 days ago
2005
Springer
Augmenting an evolutionary algorithm with knowledge of its target problem can yield a more effective algorithm, as this presentation illustrates. The Quadratic Knapsack Problem e...
167
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GFKL
2005
Springer
16 years 12 days ago
2005
Springer
In classification, with an increasing number of variables, the required number of observations grows drastically. In this paper we present an approach to put into effect the maxi...
164
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ICNC
2005
Springer
16 years 12 days ago
2005
Springer
In this paper, after a new DNA-based semantic model is theoretically proposed, the preliminary experiment on construction of the small test model is successfully done. This model, ...
176
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ISAAC
2005
Springer
16 years 11 days ago
2005
Springer
Abstract The 2-Interval Pattern problem is to find the largest constrained pattern in a set of 2-intervals. The constrained pattern is a subset of the given 2-intervals such that ...