1096 search results - page 23 / 220 » Using Prior Knowledge: Problems and Solutions |
131
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NIPS
2008
15 years 1 months ago
2008
For many supervised learning problems, we possess prior knowledge about which features yield similar information about the target variable. In predicting the topic of a document, ...
DCC
2002
IEEE
15 years 11 months ago
2002
IEEE
Many applications in a variety of scientific domains produce datasets that consist of a data field lying on a sampling grid that may not be uniformly spaced. However, progressive ...
WEA
2004
Springer
15 years 5 months ago
2004
Springer
Clustering can be used to identify groups of similar solutions in Multimodal Optimisation. However, a poor clustering quality reduces the benefit of this application. The vast maj...
ICML
2006
IEEE
16 years 15 days ago
2006
IEEE
The problem of nonlinear dimensionality reduction is considered. We focus on problems where prior information is available, namely, semi-supervised dimensionality reduction. It is...
121
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HICSS
2011
IEEE
14 years 3 months ago
2011
IEEE
IT/business alignment has constantly been among the top priorities for IT executives. From a prescriptive, design research perspective, our analysis of related work shows that nei...