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ICML
2009
IEEE
15 years 6 months ago
2009
IEEE
The label ranking problem consists of learning a model that maps instances to total orders over a finite set of predefined labels. This paper introduces new methods for label ra...
ICDM
2006
IEEE
15 years 5 months ago
2006
IEEE
Classification problems with functionally structured input variables arise naturally in many applications. In a clinical domain, for example, input variables could include a time...
IJCAI
2007
15 years 1 months ago
2007
In the past ten years, boosting has become a major field of machine learning and classification. This paper brings contributions to its theory and algorithms. We first unify a ...
CORR
2004
Springer
14 years 11 months ago
2004
Springer
The costs of fatalities and injuries due to traffic accident have a great impact on society. This paper presents our research to model the severity of injury resulting from traffi...
IDA
2000
Springer
14 years 11 months ago
2000
Springer
Conventional algorithms for decision tree induction use an attribute-value representation scheme for instances. This paper explores the empirical consequences of using set-valued ...