977 search results - page 56 / 196 » An Algebraic Approach to Data Mining: Some Examples |
163
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KDD
1998
ACM
15 years 10 months ago
1998
ACM
Data reduction makes datasets smaller but preserves classication structures of interest. It is an important area of research in data mining and databases. In this paper we present...
159
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ICDM
2006
IEEE
16 years 6 days ago
2006
IEEE
In active learning, a machine learning algorithm is given an unlabeled set of examples U, and is allowed to request labels for a relatively small subset of U to use for training. ...
192
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DMIN
2009
15 years 4 months ago
2009
Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
141
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ICDM
2008
IEEE
16 years 18 days ago
2008
IEEE
Semi-supervised classification methods aim to exploit labelled and unlabelled examples to train a predictive model. Most of these approaches make assumptions on the distribution ...
155
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ICDM
2007
IEEE
16 years 14 days ago
2007
IEEE
Set expansion refers to expanding a given partial set of objects into a more complete set. A well-known example system that does set expansion using the web is Google Sets. In thi...