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PKDD
2010
Springer
212views Data Mining» more  PKDD 2010»
13 years 5 months ago
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning
Abstract. One solution to the lack of label problem is to exploit transfer learning, whereby one acquires knowledge from source-domains to improve the learning performance in the t...
ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Versche...
ICN
2009
Springer
13 years 5 months ago
Design and Validation of an Analytical Model to Evaluate Monitoring Frameworks Limits
It is essential that a monitoring system is being designed with performance and scalability in mind. But due to the diversity and complexity of both the monitoring and the monitore...
Abdelkader Lahmadi, Laurent Andrey, Olivier Festor
HVEI
2009
13 years 5 months ago
Model validation of channel zapping quality
In an earlier paper we showed, that perceived quality of channel zapping is related to the perceived quality of download time of web browsing, as suggested by ITU-T Rec.G.1030. We...
Robert E. Kooij, Floris Nicolai, Ahmed Kamal, Kjel...
NECO
2002
145views more  NECO 2002»
13 years 7 months ago
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities
In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...
Aki Vehtari, Jouko Lampinen
TON
2010
93views more  TON 2010»
13 years 2 months ago
On the Validity of IEEE 802.11 MAC Modeling Hypotheses
We identify common hypotheses on which a large number of distinct mathematical models of WLANs employing IEEE 802.11 are founded. Using data from an experimental test bed and packe...
K. D. Huang, Ken R. Duffy, David Malone