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102
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AI
2009
Springer
15 years 8 months ago
2009
Springer
In this paper, we present an empirical comparison of the effects of category skew on six feature selection methods. The methods were evaluated on 36 datasets generated from the 20...
89
Voted
TSD
2007
Springer
15 years 8 months ago
2007
Springer
Automatic classification of dialogues between clients and a service center needs a preliminary dialogue parameterization. Such a parameterization is usually faced with essential di...
101
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VL
2006
IEEE
15 years 7 months ago
2006
IEEE
Although researchers have developed several ways to reason about the location of faults in spreadsheets, no single form of reasoning is without limitations. Multiple types of erro...
120
Voted
ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
In practice, learning from data is often hampered by the limited training examples. In this paper, as the size of training data varies, we empirically investigate several probabil...
115
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OOPSLA
2004
Springer
15 years 7 months ago
2004
Springer
Extreme Programming (XP) is an agile software development methodology composed of several practices that purportedly yield high quality and high customer satisfaction. However, th...