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91
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JDCTA
2010
187views more  JDCTA 2010»
14 years 5 months ago
Automatic Verification of Security Properties in Remote Internet Voting Protocol with Applied Pi Calculus
Soundness and coercion resistance are the important and intricate security requirements for remote voting protocols. Several formal models of soundness and coercion-resistance hav...
Bo Meng, Wei Huang, Zimao Li, Dejun Wang
74
Voted
JMLR
2010
118views more  JMLR 2010»
14 years 5 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
109
Voted
JMLR
2010
116views more  JMLR 2010»
14 years 5 months ago
Feature Selection, Association Rules Network and Theory Building
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
Sanjay Chawla
103
Voted
JMLR
2010
146views more  JMLR 2010»
14 years 5 months ago
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
The success of simple methods for classification shows that is is often not necessary to model complex attribute interactions to obtain good classification accuracy on practical p...
Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhar...
101
Voted
JODI
2010
115views more  JODI 2010»
14 years 5 months ago
ICE-Theorem - End to end semantically aware eResearch infrastructure for theses
: ICE-TheOREM was a project which made several important contributions to the repository domain, promoting deposit by integrating the repository with authoring workflows and enhanc...
Peter Sefton, Jim Downing
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