Stephan Dreiseitl

Stephan Dreiseitl, Maja Pivec, Michael Binder: Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study. Artificial Intelligence in Medicine 54(3): 201-205 (2012)

Stephan Dreiseitl, Melanie Osl: Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) 2011: 359-366

Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal A. Vinterbo: An evaluation of heuristics for rule ranking. Artificial Intelligence in Medicine 50(3): 175-180 (2010)

Melanie Osl, Stephan Dreiseitl, F. Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner: Demoting redundant features to improve the discriminatory ability in cancer data. Journal of Biomedical Informatics 42(4): 721-725 (2009)

Christian Scheibböck, Stephan Dreiseitl, Michael Binder: Applicability of Mobile Phones for Tele-dermatology - A Pilot Study. HEALTHINF 2009: 474-477

Stephan Dreiseitl, Melanie Osl: Feature Selection Based on Pairwise Classification Performance. EUROCAST 2009: 769-776

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. Bioinformatics 24(24): 2908-2914 (2008)

Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl: On the Combination of Logistic Regression and Local Probability Estimates. BroadCom 2008: 124-128

Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg: A data warehouse for prostate cancer biomarker discovery. BIOCOMP 2007: 323-327

Stephan Dreiseitl: Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface. EUROCAST 2007: 878-885

Staal A. Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado: Approximation properties of haplotype tagging. BMC Bioinformatics 7: 8 (2006)

Stephan Dreiseitl, Michael Binder: Do physicians value decision support? A look at the effect of decision support systems on physician opinion. Artificial Intelligence in Medicine 33(1): 25-30 (2005)

Stephan Dreiseitl, Alexandra Harbauer, Michael Binder, Harald Kittler: Nomographic representation of logistic regression models: A case study using patient self-assessment data. Journal of Biomedical Informatics 38(5): 389-394 (2005)

Stephan Dreiseitl, Staal A. Vinterbo, Lucila Ohno-Machado: Disambiguation Data: Extracting Information from Anonymized Sources. JAMIA 9(Supplement): 110-114 (2002)

Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl: Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. JAMIA 9(Supplement): 115-119 (2002)

Stephan Dreiseitl, Lucila Ohno-Machado: Logistic regression and artificial neural network classification models: a methodology review. Journal of Biomedical Informatics 35(5-6): 352-359 (2002)

Stephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal A. Vinterbo, Holger Billhardt, Michael Binder: A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. Journal of Biomedical Informatics 34(1): 28-36 (2001)

Witold Jacak, Karin Pröll, Stephan Dreiseitl: Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach. EUROCAST 2001: 52-66

Witold Jacak, Stephan Dreiseitl: Lifelong Learning Approach to Intelligent Agents Modeling. EUROCAST 1997: 367-379

Witold Jacak, Stephan Dreiseitl: Hybrid Evolutionary Programming: the Tools for CAST. EUROCAST 1995: 289-304

Stephan Dreiseitl, Dongming Wang: Automatic Generation of C⁺⁺ Code for Neural Network Simulation. IWANN 1993: 358-363