2208 search results - page 111 / 442 » On Issues of Instance Selection |
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CPAIOR
2008
Springer
15 years 5 months ago
2008
Springer
This paper extends our previous work by exploring the use of a hybrid solution method for solving the connection subgraph problem. We employ a two phase solution method, which dras...
119
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ICCBR
2007
Springer
15 years 9 months ago
2007
Springer
In this paper, we compare case-based spam filters, focusing on their resilience to concept drift. In particular, we evaluate how to track concept drift using a case-based spam fi...
132
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GECCO
2005
Springer
15 years 8 months 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...
117
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CIKM
2008
Springer
15 years 5 months ago
2008
Springer
Proactive learning is a generalization of active learning designed to relax unrealistic assumptions and thereby reach practical applications. Active learning seeks to select the m...
130
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NIPS
2004
15 years 4 months ago
2004
In the context of binary classification, we define disagreement as a measure of how often two independently-trained models differ in their classification of unlabeled data. We exp...