1813 search results - page 30 / 363 » Instance Pruning Techniques |
126
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CIVR
2005
Springer
15 years 5 months ago
2005
Springer
Multiple Instance Learning (MIL) is a special kind of supervised learning problem that has been studied actively in recent years. We propose an approach based on One-Class Support ...
ICEIS
2009
IEEE
15 years 6 months ago
2009
IEEE
Abstract. The inefficiency of integration processes—as an abstraction of workflow-based integration tasks—is often reasoned by low resource utilization and significant waiti...
104
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ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper, we develop an efficient logistic regression model for multiple instance learning that combines L1 and L2 regularisation techniques. An L1 regularised logistic regr...
TKDE
2008
14 years 11 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
OTM
2010
Springer
14 years 10 months ago
2010
Springer
Abstract. Changes in the characterization of instances in digital content are one of the rationales to evolve ontologies that support a domain. These changes can have impacts on on...