Melanie Osl

13 papers Misc 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2012 J jnl
Calibrating predictive model estimates to support personalized medicine.
J. Am. Medical Informatics Assoc.
Xiaoqian Jiang, Melanie Osl, Jihoon Kim, Lucila Ohno-Machado
2012 Misc conf
Testing the Calibration of Classification Models from First Principles.
AMIA
Stephan Dreiseitl, Melanie Osl
2011 J jnl
Bioinformatic-driven search for metabolic biomarkers in disease.
J. Clin. Bioinform.
Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner
2011 — conf
Effects of Data Grouping on Calibration Measures of Classifiers.
EUROCAST (1)
Stephan Dreiseitl, Melanie Osl
2010 J jnl
An evaluation of heuristics for rule ranking.
Artif. Intell. Medicine
Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo
2009 J jnl
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry.
Bioinform.
Michael Netzer, Gunda Millonig, Melanie Osl, Bernhard Pfeifer, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
2009 J jnl
Demoting redundant features to improve the discriminatory ability in cancer data.
J. Biomed. Informatics
Melanie Osl, Stephan Dreiseitl, Fabio Ribeiro Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner
2009 — conf
Feature Selection Based on Pairwise Classification Performance.
EUROCAST
Stephan Dreiseitl, Melanie Osl
2009 J jnl
On the Combination of Logistic Regression and Local Probability Estimates.
Afr. J. Inf. Commun. Technol.
Melanie Osl
2008 J jnl
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry.
Bioinform.
Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner
2008 Misc conf
Improving Calibration of Logistic Regression Models by Local Estimates.
AMIA
Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2008 — conf
On the Combination of Logistic Regression and Local Probability Estimates.
BroadCom
Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2006 — conf
Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer.
ICDM Workshops
Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner