CORR
2002
Springer
14 years 10 months ago
2002
Springer
This paper presents an evaluation of an ensemble
ACL
1998
15 years 7 days ago
1998
One of the most exciting recent directions in machine learning is the discovery that the combination of multiple classifiers often results in significantly better performance than...
103
Voted
DIS
2008
Springer
15 years 20 days ago
2008
Springer
We propose a well-founded method of ranking a pool of m trained classifiers by their suitability for the current input of n instances. It can be used when dynamically selecting a s...
81
Voted
ICPR
2002
IEEE
15 years 12 months ago
2002
IEEE
When more than a single classifier has been trained for the same recognition problem the question arises how this set of classifiers may be combined into a final decision rule. Se...
83
Voted
ICPR
2004
IEEE
15 years 12 months ago
2004
IEEE
In this paper the segmentation of a meeting into meeting events is investigated as well as the recognition of the detected segments. First the classification of a meeting event is...
ICIP
2005
IEEE
16 years 16 days ago
2005
IEEE
In medical applications, sensitivity in detecting medical problems and accuracy of detection are often in conflict. A single classifier usually cannot achieve both high sensitivit...