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111
Voted
GECCO
2007
Springer
15 years 8 months ago
2007
Springer
Automated event extraction remains a very difficult challenge requiring information analysts to manually identify key events of interest within massive, dynamic data. Many techniq...
123
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IPPS
2005
IEEE
15 years 8 months ago
2005
IEEE
We live in an era of data explosion that necessitates the discovery of novel out-of-core techniques. The I/O bottleneck has to be dealt with in developing out-of-core methods. The...
ECML
2005
Springer
15 years 8 months ago
2005
Springer
This paper argues that severe class imbalance is not just an interesting technical challenge that improved learning algorithms will address, it is much more serious. To be useful, ...
106
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GECCO
2005
Springer
15 years 8 months ago
2005
Springer
Several researchers have used Price’s equation (from biology theory literature) to analyze the various components of an Evolutionary Algorithm (EA) while it is running, giving i...
118
Voted
GECCO
2004
Springer
15 years 8 months ago
2004
Springer
Abstract. We derive a continuous probability distribution which generates neighbours of a point in an interval in a similar way to the bitwise mutation of a Gray code binary string...