162 search results - page 3 / 33 » A Multiclass Classification Method Based on Multiple Pairwis... |
93
Voted
BMVC
2010
15 years 25 days ago
2010
We propose a new boosting algorithm for sequence classification, in particular one that enables early classification of multiple classes. In many practical problems, we would like...
107
Voted
ICONIP
2007
15 years 4 months ago
2007
Multiclass gene selection and classification of cancer are rapidly gaining attention in recent years, while conventional rank-based gene selection methods depend on predefined idea...
151
Voted
DAGM
2008
Springer
15 years 4 months ago
2008
Springer
Most current methods for multi-class object classification and localization work as independent 1-vs-rest classifiers. They decide whether and where an object is visible in an imag...
128
Voted
AVBPA
2003
Springer
15 years 8 months ago
2003
Springer
Abstract. In face recognition, a simple classifier such as NNk − is frequently used. For a robust system, it is common to construct the multiclass classifier by combining the out...
137
Voted
NIPS
2001
15 years 4 months ago
2001
This paper presents a method for obtaining class membership probability estimates for multiclass classification problems by coupling the probability estimates produced by binary c...