3949 search results - page 277 / 790 » Machine Learning and Data Mining |
112
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KDD
2002
ACM
16 years 4 months ago
2002
ACM
Deduplication is a key operation in integrating data from multiple sources. The main challenge in this task is designing a function that can resolve when a pair of records refer t...
111
Voted
CAISE
2003
Springer
15 years 9 months ago
2003
Springer
Abstract. Decision-support systems provide a large functionality supporting the decision making process. They allow to draw conclusions from data provided by users. In order to be ...
127
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KDD
2004
ACM
16 years 4 months ago
2004
ACM
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...
144
Voted
IJON
2011
14 years 10 months ago
2011
Restricted Boltzmann Machines (RBM) are well-studied generative models. For image data, however, standard RBMs are suboptimal, since they do not exploit the local nature of image ...
138
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ICML
2009
IEEE
15 years 10 months ago
2009
IEEE
In classification with monotonicity constraints, it is assumed that the class label should increase with increasing values on the attributes. In this paper we aim at formalizing ...