2513 search results - page 163 / 503 » Improving Generalization by Data Categorization |
193
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KDD
1995
ACM
15 years 10 months ago
1995
ACM
Discovering repetitive, interesting, and functional substructures in a structural database improves the ability to interpret and compress the data. However, scientists working wit...
154
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ICTAI
2008
IEEE
16 years 28 days ago
2008
IEEE
It is difficult to learn good classifiers when training data is missing attribute values. Conventional techniques for dealing with such omissions, such as mean imputation, general...
158
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ATAL
2003
Springer
15 years 11 months ago
2003
Springer
This paper introduces a set of algorithmic modifications that improve the partitioning results obtained with ant-based clustering. Moreover, general parameter settings and a self-...
143
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CAISE
2006
Springer
15 years 10 months ago
2006
Springer
This paper presents an architecture of ontological components for the Semantic Web. Many methods and methodologies can be found in the literature. Generally, they are dedicated to ...
178
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NIPS
2001
15 years 8 months ago
2001
We suggest a nonparametric framework for unsupervised learning of projection models in terms of density estimation on quantized sample spaces. The objective is not to optimally re...