Automatic Generation of C++ Code for Neural Network Simulation. - Stephan Dreiseitl; Dongming Wang 001 (IWANN, 1993)

Hybrid Evolutionary Programming: the Tools for CAST. - Witold Jacak; Stephan Dreiseitl (EUROCAST, 1995)

Robotic agent control combining reactive and learning capabilities. - Witold Jacak; Stephan Dreiseitl (ICNN, 1996)

Neural network-based modeling of robot action effects in conceptual state space of real world. - Witold Jacak; Stephan Dreiseitl; Robert Muszynski (IROS, 1996)

Lifelong Learning Approach to Intelligent Agents Modeling. - Witold Jacak; Stephan Dreiseitl (EUROCAST, 1997)

Self-Organizing Maps for Visualization of Medical Data Sets. - Stephan Dreiseitl; Lucila Ohno-Machado (AMIA, 1999)

Evaluating variable selection methods for diagnosis of myocardial infarction. - Stephan Dreiseitl; Lucila Ohno-Machado; Staal Amund Vinterbo (AMIA, 1999)

Clinical Data Processing Tools: A Machine Learning Resource. - Lucila Ohno-Machado; Staal Amund Vinterbo; Aleksander Øhrn; Stephan Dreiseitl (AMIA, 1999)

Risk stratification in heart failure using artificial neural networks. - Felipe Atienza; Nieves Martínez-Alzamora; José A. De Velasco; Stephan Dreiseitl; Lucila Ohno-Machado (AMIA, 2000)

Building knowledge in a complex preterm birth problem domain. - Linda K. Goodwin; Sean Maher; Lucila Ohno-Machado; Mary Ann Iannacchione; Patrick Crockett; Stephan Dreiseitl; Staal Amund Vinterbo; W. Edward Hammond (AMIA, 2000)

Classifying Pigmented Skin Lesions with Machine Learning Methods. - Stephan Dreiseitl; Harald Kittler; Harald Ganster; Michael Binder (ANNIMAB, 2000)

Conflict management in an intelligent multiagent robotic system. - Witold Jacak; Karin Pröll; Stephan Dreiseitl (SMC, 2000)

Hiding information by cell suppression. - Staal Amund Vinterbo; Lucila Ohno-Machado; Stephan Dreiseitl (AMIA, 2001)

Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach. - Witold Jacak; Karin Pröll; Stephan Dreiseitl (EUROCAST, 2001)

Conflict management in multiagent robotic system: FSM and fuzzy logic approach. - Witold Jacak; Stephan Dreiseitl; Karin Pröll; Jerzy W. Rozenblit (SMC, 2001)

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. - Stephan Dreiseitl; Lucila Ohno-Machado; Harald Kittler; Staal Amund Vinterbo; Holger Billhardt; Michael Binder (J. Biomed. Informatics, 2001)

Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. - Lucila Ohno-Machado; Staal Amund Vinterbo; Stephan Dreiseitl; Tor-Kristian Jenssen; Winston Patrick Kuo (AMIA, 2002)

Disambiguation Data: Extracting Information from Anonymized Sources. - Stephan Dreiseitl; Staal Amund Vinterbo; Lucila Ohno-Machado (J. Am. Medical Informatics Assoc., 2002)

Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. - Lucila Ohno-Machado; Staal Amund Vinterbo; Stephan Dreiseitl (J. Am. Medical Informatics Assoc., 2002)

Logistic regression and artificial neural network classification models: a methodology review. - Stephan Dreiseitl; Lucila Ohno-Machado (J. Biomed. Informatics, 2002)

Do physicians value decision support? A look at the effect of decision support systems on physician opinion. - Stephan Dreiseitl; Michael Binder (Artif. Intell. Medicine, 2005)

Nomographic representation of logistic regression models: A case study using patient self-assessment data. - Stephan Dreiseitl; Alexandra Harbauer; Michael Binder; Harald Kittler (J. Biomed. Informatics, 2005)

Approximation properties of haplotype tagging. - Staal Amund Vinterbo; Stephan Dreiseitl; Lucila Ohno-Machado (BMC Bioinform., 2006)

Applying a decision support system in clinical practice: Results from melanoma diagnosis. - Stephan Dreiseitl; Michael Binder; Staal Amund Vinterbo; Harald Kittler (AMIA, 2007)

A data warehouse for prostate cancer biomarker discovery. - Bernhard Pfeifer; Johannes Aschaber; Christian Baumgartner; Stephan Dreiseitl; Robert Modre; Günter Schreier 001; Bernhard Tilg (BIOCOMP, 2007)

Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface. - Stephan Dreiseitl (EUROCAST, 2007)

Improving Calibration of Logistic Regression Models by Local Estimates. - Melanie Osl; Lucila Ohno-Machado; Christian Baumgartner; Bernhard Tilg; Stephan Dreiseitl (AMIA, 2008)

On the Combination of Logistic Regression and Local Probability Estimates. - Melanie Osl; Christian Baumgartner; Bernhard Tilg; Stephan Dreiseitl (BroadCom, 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)

Applicability of Mobile Phones for Tele-dermatology - A Pilot Study. - Christian Scheibböck; Stephan Dreiseitl; Michael Binder (HEALTHINF, 2009)

Feature Selection Based on Pairwise Classification Performance. - Stephan Dreiseitl; Melanie Osl (EUROCAST, 2009)

Demoting redundant features to improve the discriminatory ability in cancer data. - Melanie Osl; Stephan Dreiseitl; Fabio Ribeiro Cerqueira; Michael Netzer; Bernhard Pfeifer; Christian Baumgartner (J. Biomed. Informatics, 2009)

An evaluation of heuristics for rule ranking. - Stephan Dreiseitl; Melanie Osl; Christian Baumgartner; Staal Amund Vinterbo (Artif. Intell. Medicine, 2010)

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

Testing the Calibration of Classification Models from First Principles. - Stephan Dreiseitl; Melanie Osl (AMIA, 2012)

Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study. - Stephan Dreiseitl; Maja Pivec; Michael Binder (Artif. Intell. Medicine, 2012)

Feature Selection for Unsupervised Learning via Comparison of Distance Matrices. - Stephan Dreiseitl (EUROCAST (1), 2013)

Using Smart Grid Data to Predict Next-Day Energy Consumption and Photovoltaic Production. - Stephan Dreiseitl; Andreas Vieider; Christoph Larch (EUROCAST, 2015)

A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. - Viktoria Dorfer; Sergey Maltsev; Stephan Dreiseitl; Karl Mechtler; Stephan M. Winkler (GECCO (Companion), 2015)

Using concept hierarchies to improve calculation of patient similarity. - Dominic Girardi; Sandra Wartner; Gerhard Halmerbauer; Margit Ehrenmüller; Hilda Kosorus; Stephan Dreiseitl (J. Biomed. Informatics, 2016)

Evaluating Parallel Minibatch Training for Machine Learning Applications. - Stephan Dreiseitl (EUROCAST (1), 2017)

Evaluating Novel Features for Aggressive Language Detection. - Tina Schuh; Stephan Dreiseitl (SPECOM, 2018)

A Comparison of Covariate Shift Detection Methods on Medical Datasets. - Stephan Dreiseitl (EUROCAST, 2022)