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» Ensembles of Models for Automated Diagnosis of System Perfor...
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CIDM
2009
IEEE
14 years 1 months ago
Diversity analysis on imbalanced data sets by using ensemble models
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
Shuo Wang, Xin Yao
AIED
2005
Springer
13 years 11 months ago
DIANE, a diagnosis system for arithmetical problem solving
We hereby describe DIANE an environment that aims at performing an automatic diagnosis on arithmetic problems depending on the productions of the learners. This work relies on resu...
Khider Hakem, Emmanuel Sander, Jean-Marc Labat, Je...
EWCBR
1998
Springer
13 years 10 months ago
Representation of Failure Context for Diagnosis of Technical Applications
Development and maintenance of a case-base is known to be one of the most difficult problems in real-world application of case-based diagnosis systems. The complexity of large tech...
B. D. Netten
JAIR
2010
165views more  JAIR 2010»
13 years 4 months ago
A Model-Based Active Testing Approach to Sequential Diagnosis
Model-based diagnostic reasoning often leads to a large number of diagnostic hypotheses. The set of diagnoses can be reduced by taking into account extra observations (passive mon...
Alexander Feldman, Gregory M. Provan, Arjan J. C. ...
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IUI
2004
ACM
13 years 11 months ago
Supporting user hypotheses in problem diagnosis
People are performing increasingly complicated actions on the web, such as automated purchases involving multiple sites. Things often go wrong, however, and it can be difficult to...
Earl J. Wagner, Henry Lieberman