Melanie Osl

Publication Activity (10 Years)

Years Active: 2006-2012
Publications (10 Years): 0

Top Topics

Predictive Model

Decision Tree Algorithm

Simulated Annealing

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Stephan Dreiseitl, Melanie Osl
Testing the Calibration of Classification Models from First Principles. AMIA (2012)
Xiaoqian Jiang, Melanie Osl, Jihoon Kim, Lucila Ohno-Machado
Calibrating predictive model estimates to support personalized medicine. J. Am. Medical Informatics Assoc. 19 (2) (2012)
Stephan Dreiseitl, Melanie Osl
Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) (2011)
Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner
Bioinformatic-driven search for metabolic biomarkers in disease. J. Clin. Bioinform. 1 (2011)
Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal A. Vinterbo
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50 (3) (2010)
Stephan Dreiseitl, Melanie Osl
Feature Selection Based on Pairwise Classification Performance. EUROCAST (2009)
Michael Netzer, Gunda Millonig, Melanie Osl, Bernhard Pfeifer, Siegfried Praun, Johannes Villinger, Wolfgang Vogel, Christian Baumgartner
A new ensemble-based algorithm for identifying breath gas marker candidates in liver disease using ion molecule reaction mass spectrometry. Bioinform. 25 (7) (2009)
Melanie Osl
On the Combination of Logistic Regression and Local Probability Estimates. Afr. J. Inf. Commun. Technol. 5 (2) (2009)
Melanie Osl, Stephan Dreiseitl, F. Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner
Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics 42 (4) (2009)
Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
On the Combination of Logistic Regression and Local Probability Estimates. BroadCom (2008)
Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner
A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinform. 24 (24) (2008)
Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
Improving Calibration of Logistic Regression Models by Local Estimates. AMIA (2008)
Claudia Plant, Melanie Osl, Bernhard Tilg, Christian Baumgartner
Feature Selection on High Throughput SELDI-TOF Mass-Spectrometry Data for Identifying Biomarker Candidates in Ovarian and Prostate Cancer. ICDM Workshops (2006)