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177
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SDM
2004
SIAM
15 years 8 months ago
2004
SIAM
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
199
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ISCAPDCS
2004
15 years 8 months ago
2004
Location based services in mobile environments have been recognized as a challenging problem that calls for new service models and dynamic strategies. The problem becomes even har...
162
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AUSAI
2009
Springer
16 years 1 months ago
2009
Springer
Abstract. In Minimum Message Length (MML) clustering (unsupervised classification, mixture modelling) the aim is to infer a set of classes that best explains the observed data ite...
218
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KR
2010
Springer
2010
Springer
Repair and Prediction (under Inconsistency) in Large Biological Networks with Answer Set Programming
15 years 11 months ago
We address the problem of repairing large-scale biological networks and corresponding yet often discrepant measurements in order to predict unobserved variations. To this end, we ...
175
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COMPGEOM
1997
ACM
15 years 11 months ago
1997
ACM
Given a pair of nonidentical complex objects, de ning and determining how similar they are to each other is a nontrivial problem. In data mining applications, one frequently nee...