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» Predictions as Statements and Decisions
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ICSE
1999
IEEE-ACM
15 years 4 months ago
Polymorphism Measures for Early Risk Prediction
Abstract. Polymorphism is a key feature of the objectoriented paradigm. However, polymorphism induces hidden forms of class dependencies, which may impact software quality. In this...
Saïda Benlarbi, Walcélio L. Melo
AUSAI
2004
Springer
15 years 5 months ago
MML Inference of Oblique Decision Trees
We propose a multivariate decision tree inference scheme by using the minimum message length (MML) principle (Wallace and Boulton, 1968; Wallace and Dowe, 1999). The scheme uses MM...
Peter J. Tan, David L. Dowe
INTERSPEECH
2010
14 years 6 months ago
Modeling pronunciation variation with context-dependent articulatory feature decision trees
We consider the problem of predicting the surface pronunciations of a word in conversational speech, using a model of pronunciation variation based on articulatory features. We bu...
Sam Bowman, Karen Livescu
ICML
2009
IEEE
15 years 6 months ago
Decision tree and instance-based learning for label ranking
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...
Weiwei Cheng, Jens C. Huhn, Eyke Hüllermeier
CORR
2004
Springer
125views Education» more  CORR 2004»
14 years 11 months ago
Traffic Accident Analysis Using Decision Trees and Neural Networks
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...
Miao M. Chong, Ajith Abraham, Marcin Paprzycki