4457 search results - page 258 / 892 » Tests of Machine Intelligence |
155
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ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
172
Voted
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
This paper presents a learning theoretical analysis of correlation clustering (Bansal et al., 2002). In particular, we give bounds on the error with which correlation clustering r...
162
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ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
We present a method for constructing ensembles from libraries of thousands of models. Model libraries are generated using different learning algorithms and parameter settings. For...
155
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MLDM
2009
Springer
16 years 1 months ago
2009
Springer
We consider a new data mining problem of detecting the members of a rare class of data, the needles, that have been hidden in a set of records, the haystack. Besides the haystack, ...
173
Voted
ICALT
2006
IEEE
16 years 23 days ago
2006
IEEE
Computer Supported Collaborative Learning activities involve combination of complex software tools that often need to interoperate in a wider context of learning. This paper propo...