Melanie Osl

According to our database, Melanie Osl authored at least 13 papers between 2006 and 2012.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2012

Calibrating predictive model estimates to support personalized medicine.

Xiaoqian Jiang, Melanie Osl, Jihoon Kim, Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2012

Testing the Calibration of Classification Models from First Principles.

Stephan Dreiseitl, Melanie Osl

Proceedings of the AMIA 2012, 2012

2011

Bioinformatic-driven search for metabolic biomarkers in disease.

Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner

J. Clin. Bioinform., 2011

Effects of Data Grouping on Calibration Measures of Classifiers.

Stephan Dreiseitl, Melanie Osl

Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

2010

An evaluation of heuristics for rule ranking.

Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo

Artif. Intell. Medicine, 2010

2009

Demoting redundant features to improve the discriminatory ability in cancer data.

Melanie Osl, Stephan Dreiseitl, F. Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner

J. Biomed. Informatics, 2009

A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry.

Michael Netzer, Gunda Millonig, Melanie Osl, Bernhard Pfeifer, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner

Bioinform., 2009

On the Combination of Logistic Regression and Local Probability Estimates.

Melanie Osl

Afr. J. Inf. Commun. Technol., 2009

Feature Selection Based on Pairwise Classification Performance.

Stephan Dreiseitl, Melanie Osl

Proceedings of the Computer Aided Systems Theory, 2009

2008

A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry.

Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner

Bioinform., 2008

On the Combination of Logistic Regression and Local Probability Estimates.

Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl

Proceedings of the 2008 Third International Conference on Broadband Communications, 2008

Improving Calibration of Logistic Regression Models by Local Estimates.

Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl

Proceedings of the AMIA 2008, 2008

2006

Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer.

Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006