622 search results - page 59 / 125 » Optimization method based extreme learning machine for class... |
144
click to vote
ICML
1996
IEEE
16 years 5 months ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
158
Voted
CSL
2008
Springer
15 years 5 months ago
2008
Springer
Active learning (AL) is a framework that attempts to reduce the cost of annotating training material for statistical learning methods. While a lot of papers have been presented on...
147
click to vote
ISI
2008
Springer
15 years 5 months ago
2008
Springer
Question classification (QC) plays a key role in automated question answering (QA) systems. In Chinese QC, for example, a question is analyzed and then labeled with the question ty...
126
Voted
ICPR
2010
IEEE
15 years 3 months ago
2010
IEEE
Unlike most previous manifold-based data classification algorithms assume that all the data points are on a single manifold, we expect that data from different classes may reside ...
151
click to vote
ICML
2009
IEEE
15 years 12 months ago
2009
IEEE
Virtually all methods of learning dynamic systems from data start from the same basic assumption: that the learning algorithm will be provided with a sequence, or trajectory, of d...