661 search results - page 62 / 133 » Generalized clustering, supervised learning, and data assign... |
138
Voted
SAC
2004
ACM
15 years 9 months ago
2004
ACM
With the continuous evolution of the types of attacks against computer networks, traditional intrusion detection systems, based on pattern matching and static signatures, are incr...
146
Voted
NIPS
2003
15 years 5 months ago
2003
Label ranking is the task of inferring a total order over a predefined set of labels for each given instance. We present a general framework for batch learning of label ranking f...
122
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Identifying the appropriate kernel function/matrix for a given dataset is essential to all kernel-based learning techniques. A variety of kernel learning algorithms have been prop...
119
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract— Automatic pattern classifiers that allow for incremental learning can adapt internal class models efficiently in response to new information, without having to retrai...
133
click to vote
ECML
2006
Springer
15 years 5 months ago
2006
Springer
We propose preprocessing spectral clustering with b-matching to remove spurious edges in the adjacency graph prior to clustering. B-matching is a generalization of traditional maxi...