10412 search results - page 1992 / 2083 » The efficiency of algorithms - misconceptions |
120
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
Selection of genes that are differentially expressed and critical to a particular biological process has been a major challenge in post-array analysis. Recent development in bioin...
133
Voted
KDD
2008
ACM
16 years 2 months ago
2008
ACM
This work introduces a new family of link-based dissimilarity measures between nodes of a weighted directed graph. This measure, called the randomized shortest-path (RSP) dissimil...
134
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
The kernel function plays a central role in kernel methods. In this paper, we consider the automated learning of the kernel matrix over a convex combination of pre-specified kerne...
128
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...
127
Voted
KDD
2007
ACM
16 years 2 months ago
2007
ACM
We present a class of richly structured, undirected hidden variable models suitable for simultaneously modeling text along with other attributes encoded in different modalities. O...