1584 search results - page 5 / 317 » On Combining Multiple Classifiers Using an Evidential Approa... |
KDD
2004
ACM
14 years 8 months ago
2004
ACM
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
ACCV
2007
Springer
14 years 2 months ago
2007
Springer
This paper presents a method for classifying the direction of movement and for segmenting objects simultaneously using features of space-time patches. Our approach uses vector quan...
ICML
2000
IEEE
14 years 8 months ago
2000
IEEE
As opposed to traditional supervised learning, multiple-instance learning concerns the problem of classifying a bag of instances, given bags that are labeled by a teacher as being...
MCS
2002
Springer
13 years 7 months ago
2002
Springer
Abstract. Recent findings in the domain of combining classifiers provide a surprising revision of the usefulness of diversity for modelling combined performance. Although there is ...
DAS
2006
Springer
13 years 11 months ago
2006
Springer
Traditional approaches to combining classifiers attempt to improve classification accuracy at the cost of increased processing. They may be viewed as providing an accuracy-speed tr...