1126 search results - page 1 / 226 » Constraint Classification: A New Approach to Multiclass Clas... |
ALT
2002
Springer
15 years 7 months ago
2002
Springer
68
Voted
EOR
2006
14 years 10 months ago
2006
This paper presents a new data classification method based on mixed-integer programming. Traditional approaches that are based on partitioning the data sets into two groups perfor...
97
Voted
ICMLA
2010
14 years 8 months ago
2010
Ordinal classification is a form of multi-class classification where there is an inherent ordering between the classes, but not a meaningful numeric difference between them. Althou...
77
Voted
ICML
2005
IEEE
15 years 11 months ago
2005
IEEE
In this paper, we propose a probabilistic kernel approach to preference learning based on Gaussian processes. A new likelihood function is proposed to capture the preference relat...
72
Voted
AUSAI
2008
Springer
15 years 7 days ago
2008
Springer
Many applications require the ability to identify data that is anomalous with respect to a target group of observations, in the sense of belonging to a new, previously unseen `atta...