587 search results - page 41 / 118 » On the Relative Sizes of Learnable Sets |
GCB
2010
Springer
13 years 6 months ago
2010
Springer
: Despite recent advances in DNA chip technology current microarray gene expression studies are still affected by high noise levels, small sample sizes and large numbers of uninfor...
DIAGRAMS
2004
Springer
14 years 2 months ago
2004
Springer
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
SIGMETRICS
1998
ACM
14 years 28 days ago
1998
ACM
One role for workload generation is as a means for understanding how servers and networks respond to variation in load. This enables management and capacity planning based on curr...
SODA
2008
ACM
13 years 10 months ago
2008
ACM
We study a generalization of the k-median problem with respect to an arbitrary dissimilarity measure D. Given a finite set P, our goal is to find a set C of size k such that the s...
DAM
2007
13 years 8 months ago
2007
In the partially-ordered knapsack problem (POK) we are given a set N of items and a partial order ≺P on N. Each item has a size and an associated weight. The objective is to pac...