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JMLR
2008
104views more  JMLR 2008»
14 years 9 months ago
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
Giorgio Corani, Marco Zaffalon
DB
2007
179views more  DB 2007»
14 years 9 months ago
Utility-driven assessment of data quality
This study presents a methodology for dual assessments of data. Impartial assessment measures the extent to which data is defective. Utility-driven assessments of data quality mea...
Adir Even, Ganesan Shankaranarayanan
JUCS
2008
99views more  JUCS 2008»
14 years 9 months ago
A Normal Copula Model for the Economic Risk Analysis of Correlated Failures in Communications Networks
: The reliability of a communications network is often evaluated without taking into account the economic consequence of failures. Here a new approach is proposed to assess the eco...
Maurizio Naldi, Giuseppe D'Acquisto
JUCS
2008
165views more  JUCS 2008»
14 years 9 months ago
Shortcut Fusion of Monadic Programs
: Functional programs often combine separate parts of the program using intermediate data structures for communicating results. Programs so defined are easier to understand and mai...
Cecilia Manzino, Alberto Pardo
MP
2008
91views more  MP 2008»
14 years 9 months ago
The rate of convergence of the augmented Lagrangian method for nonlinear semidefinite programming
We analyze the rate of local convergence of the augmented Lagrangian method for nonlinear semidefinite optimization. The presence of the positive semidefinite cone constraint requ...
Defeng Sun, Jie Sun, Liwei Zhang