63 search results - page 6 / 13 » Using J-pruning to reduce overfitting in classification tree... |
161
Voted
CANDC
2005
ACM
15 years 3 months ago
2005
ACM
A DNA microarray can track the expression levels of thousands of genes simultaneously. Previous research has demonstrated that this technology can be useful in the classification ...
124
Voted
SIGCOMM
2010
ACM
15 years 3 months ago
2010
ACM
Packet Classification is a key functionality provided by modern routers. Previous decision-tree algorithms, HiCuts and HyperCuts, cut the multi-dimensional rule space to separate ...
133
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CNIS
2006
15 years 5 months ago
2006
A variety of network security services, such as access control in firewalls and protocol analysis in intrusion detection systems, require the discrimination of packets based on th...
130
Voted
TSMC
2008
15 years 3 months ago
2008
In genetic programming (GP), evolving tree nodes separately would reduce the huge solution space. However, tree nodes are highly interdependent with respect to their fitness. In th...
137
Voted
KDD
2009
ACM
16 years 4 months ago
2009
ACM
We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...