1118 search results - page 85 / 224 » Data Mining via Support Vector Machines |
145
Voted
HIS
2001
15 years 6 months ago
2001
In this paper we describe a method for data set reduction by effective use of Multi-category Proximal Support Vector Machine (MPSVM). By using the Linear MPSVM Formulation in an it...
161
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KDD
2002
ACM
16 years 5 months ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
140
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ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
A pervasive problem in large relational databases is identity uncertainty which occurs when multiple entries in a database refer to the same underlying entity in the world. Relati...
123
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AAAI
2008
15 years 7 months ago
2008
We consider the problems of sequential prediction and change detection that arise often in interactive applications: A semi-automatic predictor is applied to a time-series and is ...
121
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KDD
2005
ACM
16 years 5 months ago
2005
ACM
In the paper we show that diagnostic classes in cancer gene expression data sets, which most often include thousands of features (genes), may be effectively separated with simple ...