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160
Voted
IDEAL
2009
Springer
16 years 29 days ago
2009
Springer
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
158
Voted
GECCO
2007
Springer
16 years 17 days ago
2007
Springer
The use of machine learning techniques to automatically analyse data for information is becoming increasingly widespread. In this paper we examine the use of Genetic Programming a...
161
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SGAI
2007
Springer
16 years 15 days ago
2007
Springer
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
161
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CAMP
2005
IEEE
16 years 22 hour ago
2005
IEEE
—All sciences, including astronomy, are now entering the era of information abundance. The exponentially increasing volume and complexity of modern data sets promises to transfor...
152
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IDEAL
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. In many data mining projects the data to be analysed contains personal information, like names and addresses. Cleaning and preprocessing of such data likely involves dedu...