3130 search results - page 374 / 626 » Mining Views: Database Views for Data Mining |
195
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PAKDD
2007
ACM
16 years 21 days ago
2007
ACM
This work presents a kernel method for clustering the nodes of a weighted, undirected, graph. The algorithm is based on a two-step procedure. First, the sigmoid commute-time kernel...
199
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ICDM
2006
IEEE
16 years 18 days ago
2006
IEEE
Choosing an appropriate kernel is one of the key problems in kernel-based methods. Most existing kernel selection methods require that the class labels of the training examples ar...
160
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ICDM
2006
IEEE
16 years 18 days ago
2006
IEEE
There is a need to develop methods to automatically incorporate prior knowledge to support the prediction and validation of novel functional associations. One such important sourc...
167
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PAKDD
2005
ACM
16 years 1 days ago
2005
ACM
We propose adaptive nonlinear auto-associative modeling (ANAM) based on Locally Linear Embedding algorithm (LLE) for learning intrinsic principal features of each concept separatel...
149
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ICDM
2003
IEEE
15 years 12 months ago
2003
IEEE
In this work, we show that Kleinberg’s hubs and authorities model is closely related to both correspondence analysis, a well-known multivariate statistical technique, and a parti...