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DIS
2008
Springer
13 years 9 months ago
Empirical Asymmetric Selective Transfer in Multi-objective Decision Trees
We consider learning tasks where multiple target variables need to be predicted. Two approaches have been used in this setting: (a) build a separate single-target model for each ta...
Beau Piccart, Jan Struyf, Hendrik Blockeel
IOR
2008
119views more  IOR 2008»
13 years 8 months ago
Integrating Approximation and Interactive Decision Making in Multicriteria Optimization
We present a new interactive hybrid approach for solving multicriteria optimization problems where features of approximation methods and interactive approaches are incorporated. W...
Kathrin Klamroth, Kaisa Miettinen
SAC
2006
ACM
13 years 8 months ago
Design and implementation of a context-aware decision algorithm for heterogeneous networks
Wireless networks and mobile terminals are evolving towards being heterogeneous. In this environment, intelligent handover decision, beyond traditional ones that are based on only...
Tansir Ahmed, Kyandoghere Kyamakya, Markus Ludwig
ICMLA
2008
13 years 9 months ago
Decision Tree Ensemble: Small Heterogeneous Is Better Than Large Homogeneous
Using decision trees that split on randomly selected attributes is one way to increase the diversity within an ensemble of decision trees. Another approach increases diversity by ...
Michael Gashler, Christophe G. Giraud-Carrier, Ton...
SEC
2008
13 years 9 months ago
Interactive Selection of ISO 27001 Controls under Multiple Objectives
Abstract IT security incidents pose a major threat to the efficient execution of corporate strategies. Although, information security standards provide a holistic approach to mitig...
Thomas Neubauer, Andreas Ekelhart, Stefan Fenz