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155
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KES
2004
Springer
15 years 11 months ago
2004
Springer
Our objective is a comparison of two data mining approaches to dealing with imbalanced data sets. The first approach is based on saving the original rule set, induced by the LEM2 ...
200
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KDD
2008
ACM
16 years 6 months ago
2008
ACM
We describe the design and implementation of a high performance cloud that we have used to archive, analyze and mine large distributed data sets. By a cloud, we mean an infrastruc...
135
Voted
ICDM
2007
IEEE
16 years 1 days ago
2007
IEEE
In this paper we propose the integration of Data Mining with Hidden Markov Models when applied to the problem of acoustic bird species recognition. We first show how each of them...
162
Voted
ASSETS
2007
ACM
15 years 9 months ago
2007
ACM
: The overall purpose of the research discussed here is the enhancement of home-based care by revealing individual patterns in the life of a person, through modelling of the "...
176
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KDD
2004
ACM
16 years 6 months ago
2004
ACM
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...