1413 search results - page 89 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
147
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Accurate classification into genotypes is critical in understanding evolution of divergent viruses. Here we report a new approach, MuLDAS, which classifies a query seq...
136
click to vote
IPMI
2003
Springer
16 years 4 months ago
2003
Springer
Abstract. In this paper, feature selection methodology from the machine learning literature is applied to the problem of shape-based classification. This methodology discards stati...
117
click to vote
ECML
2001
Springer
15 years 7 months ago
2001
Springer
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...
134
Voted
KDD
2002
ACM
16 years 3 months ago
2002
ACM
Support vector machines (SVMs) excel at two-class discriminative learning problems. They often outperform generative classifiers, especially those that use inaccurate generative m...
177
click to vote
ITC
1997
IEEE
15 years 7 months ago
1997
IEEE
This paper presents a new approach for designing test sequences to be generated on–chip. The proposed technique is based on machine learning, and provides a way to generate effi...