ROCML'06 Accepted Papers

Resampling Methods for the Area Under the ROC Curve

- Andriy Bandos, University of Pittsburgh, USA
- Howard E. Rockette, University of Pittsburgh, USA
- D. Gur, University of Pittsburgh, USA

New Algorithms for Optimizing Multi-Class Classifiers via ROC Surfaces

- Kun Deng, University of Nebraska Lincoln, USA
- Chris Bourke, University of Nebraska Lincoln, USA
- Stephen Scott, University of Nebraska Lincoln, USA
- N. V. Vinodchandran, University of Nebraska Lincoln, USA

A Framework for Comparative Evaluation of Classifiers in the Presence of Class Imbalance
- William Elazmeh, University of Ottawa, Canada
- Nathalie Japkowicz, University of Ottawa, Canada
- Stan Matwin, University of Ottawa, Canada

Estimating the Class Probability Threshold without Training Data

- Ricardo Blanco-Vega, Universidad Politecnica de Valencia,Spain
- Cesar Ferri, Universidad Politecnica de Valencia,Spain
- Jose Hernadez-Orallo, Universidad Politecnica de Valencia,Spain
- Maria Jose ramirez-Quintana, Universidad Politecnica de Valencia,Spain

Cost Curves for Abstaining Classifiers
- Caroline C. Friedel, Ludwig-Maximilians-Universitat Munchen, Germany
- Ulrich Ruckert, Technische Universitat Munchen, Germany
- Stefan Kramer, Technische Universitat Munchen, Germany

Applying REC Analysis to Ensembles of Sigma-Point Kalman Filters
- Alosio Carlos de Pina, Federal University of Rio de Janeiro,Brazil
- Gerson Zaverucha, Federal University of Rio de Janeiro,Brazil

An Analysis of Reliable Classifiers through ROC Isometrics
- Stijn Vanderlooy, Universiteit Maastricht, The Netherlands
- Ida G. Sprinkhuizen-Kuyper, Universiteit Maastricht, The Netherlands
- Evgueni N. Smirnov, Universiteit Maastricht, The Netherlands

A Comparison of Different ROC Measures for Ordinal Regression
- Willem Waegeman, Ghent University, Belgium
- Bernard De Baets, Ghent University, Belgium
- Luc Boullart, Ghent University, Belgium

Upper and Lower Bounds of Area Under ROC Curves and Index of Discriminability of Classifier Performance
- Shane T. Mueller, University of michigan, USA
- Jun Zhang, University of michigan, USA