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2010 – 2019
- 2012
[j7]Xiaoqian Jiang, Melanie Osl, Jihoon Kim, Lucila Ohno-Machado
:
Calibrating predictive model estimates to support personalized medicine. J. Am. Medical Informatics Assoc. 19(2): 263-274 (2012)- [c6]Stephan Dreiseitl, Melanie Osl:
Testing the Calibration of Classification Models from First Principles. AMIA 2012 - 2011
- [j6]Christian Baumgartner, Melanie Osl, Michael Netzer, Daniela Baumgartner:
Bioinformatic-driven search for metabolic biomarkers in disease. J. Clin. Bioinform. 1: 2 (2011) - [c5]Stephan Dreiseitl, Melanie Osl:
Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) 2011: 359-366 - 2010
- [j5]Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo:
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50(3): 175-180 (2010)
2000 – 2009
- 2009
- [j4]Melanie Osl:
On the Combination of Logistic Regression and Local Probability Estimates. Afr. J. Inf. Commun. Technol. 5(2) (2009) - [j3]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): 941-947 (2009) - [j2]Melanie Osl, Stephan Dreiseitl, Fabio Ribeiro Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner:
Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics 42(4): 721-725 (2009) - [c4]Stephan Dreiseitl, Melanie Osl:
Feature Selection Based on Pairwise Classification Performance. EUROCAST 2009: 769-776 - 2008
- [j1]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): 2908-2914 (2008) - [c3]Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl:
Improving Calibration of Logistic Regression Models by Local Estimates. AMIA 2008 - [c2]Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl:
On the Combination of Logistic Regression and Local Probability Estimates. BroadCom 2008: 124-128 - 2006
- [c1]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: 174-179
Coauthor Index
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