6368 search results - page 12 / 1274 » Modeling Problem Transformations based on Data Complexity |
80
Voted
KDD
1998
ACM
15 years 3 months ago
1998
ACM
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
190
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ICDE
2008
IEEE
16 years 1 months ago
2008
IEEE
When disseminating data involving human subjects, researchers have to weigh in the requirements of privacy of the individuals involved in the data. A model widely used for enhancin...
111
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MODELS
2009
Springer
15 years 6 months ago
2009
Springer
Model-based development of highly complex software systems leads to large models. Storing them in repositories offers the possibility to work with these models in a distributed env...
106
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ICPR
2004
IEEE
16 years 22 days ago
2004
IEEE
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...
WSC
1998
15 years 1 months ago
1998
A simulation model is composed of inputs and logic; the inputs represent the uncertainty or randomness in the system, while the logic determines how the system reacts to the uncer...