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ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
14 years 9 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy
ESORICS
2002
Springer
15 years 11 months ago
Outbound Authentication for Programmable Secure Coprocessors
A programmable secure coprocessor platform can help solve many security problems in distributed computing. However, these solutions usually require that coprocessor applications be...
Sean W. Smith
ISDA
2006
IEEE
15 years 5 months ago
New developments of the Z-EDM algorithm
In this paper we address some open questions on the recently proposed Zero-Error Density Maximization algorithm for MLP training. We propose a new version of the cost function tha...
Luís M. Silva, Joaquim Marques de Sá...
IJCNN
2006
IEEE
15 years 5 months ago
An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization
— The optimization of classification systems is often confronted by the solution over-fit problem. Solution over-fit occurs when the optimized classifier memorizes the traini...
Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sa...
ESAW
2004
Springer
15 years 5 months ago
Using Stand-in Agents in Partially Accessible Multi-agent Environment
This contribution defines a metrics and proposes a solution for the problem of agents inaccessibility in multi-agent systems. We define the stand-in pattern for knowledge mainten...
Martin Rehák, Michal Pechoucek, Jan Tozicka...