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182
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AI
2001
Springer
15 years 11 months ago
2001
Springer
In a concept learning problem, imbalances in the distribution of the data can occur either between the two classes or within a single class. Yet, although both types of imbalances ...
169
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AIIA
2001
Springer
15 years 11 months ago
2001
Springer
This paper presents a novel method for wide coverage parsing using an incremental strategy, which is psycholinguistically motivated. A recursive neural network is trained on treeba...
179
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AUSAI
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. Wrappers have recently been used to obtain parameter optimizations for learning algorithms. In this paper we investigate the use of a wrapper for estimating the correct n...
178
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EPIA
2001
Springer
15 years 11 months ago
2001
Springer
This paper addresses constraint solving over continuous domains in the context of decision making, and discusses the trade-off between precision in the definition of the solution s...
172
Voted
EVOW
2001
Springer
15 years 11 months ago
2001
Springer
This work introduces a highly constrained school timetabling problem which was modeled from the requirements of a German high school. The concept for solving the problem uses a hyb...