1413 search results - page 37 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
143
click to vote
NIPS
2001
15 years 2 months ago
2001
The support vector machine (SVM) is known for its good performance in binary classification, but its extension to multi-class classification is still an on-going research issue. I...
117
click to vote
PAMI
2006
15 years 1 months ago
2006
A new approach to support vector machine (SVM) classification is proposed wherein each of two data sets are proximal to one of two distinct planes that are not parallel to each oth...
134
click to vote
UIST
2009
ACM
15 years 8 months ago
2009
ACM
Interaction with large unstructured datasets is difficult because existing approaches, such as keyword search, are not always suited to describing concepts corresponding to the di...
130
click to vote
JMLR
2010
14 years 12 months ago
2010
We extend the well-known BFGS quasi-Newton method and its memory-limited variant LBFGS to the optimization of nonsmooth convex objectives. This is done in a rigorous fashion by ge...
140
click to vote
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...