971 search results - page 56 / 195 » Mining Several Data Bases with an Ensemble of Classifiers |
172
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KDD
2005
ACM
16 years 6 months ago
2005
ACM
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
289
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ICDE
2008
IEEE
16 years 7 months ago
2008
IEEE
We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining vi...
153
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KDD
2004
ACM
16 years 6 months ago
2004
ACM
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
180
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PKDD
2004
Springer
15 years 11 months ago
2004
Springer
In this paper we propose a novel spatial associative classifier method based on a multi-relational approach that takes spatial relations into account. Classification is driven by s...
153
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ICDM
2008
IEEE
16 years 17 days ago
2008
IEEE
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...