219 search results - page 10 / 44 » Requirement error abstraction and classification: an empiric... |
NIPS
2008
15 years 21 days ago
2008
This paper presents the first Rademacher complexity-based error bounds for noni.i.d. settings, a generalization of similar existing bounds derived for the i.i.d. case. Our bounds ...
IWANN
1999
Springer
15 years 3 months ago
1999
Springer
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...
SIGIR
2010
ACM
15 years 3 months ago
2010
ACM
Effective learning in multi-label classification (MLC) requires an ate level of abstraction for representing the relationship between each instance and multiple categories. Curren...
ICCD
2006
IEEE
15 years 8 months ago
2006
IEEE
— We have entered an era where chip yields are decreasing with scaling. A new concept called intelligible testing has been previously proposed with the goal of reversing this tre...
ICPR
2008
IEEE
16 years 14 days ago
2008
IEEE
The classification performance of nearest prototype classifiers largely relies on the prototype learning algorithms, such as the learning vector quantization (LVQ) and the minimum...