Stephan Dreiseitl

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 6

Top Topics

Detection Method

Unsupervised Learning

Supervised Feature Selection

Top Venues

GECCO (Companion)

Publications

Stephan Dreiseitl
A Comparison of Covariate Shift Detection Methods on Medical Datasets. EUROCAST (2022)
Tina Schuh, Stephan Dreiseitl
Evaluating Novel Features for Aggressive Language Detection. SPECOM (2018)
Stephan Dreiseitl
Evaluating Parallel Minibatch Training for Machine Learning Applications. EUROCAST (1) (2017)
Dominic Girardi, Sandra Wartner, Gerhard Halmerbauer, Margit Ehrenmüller, Hilda Kosorus, Stephan Dreiseitl
Using concept hierarchies to improve calculation of patient similarity. J. Biomed. Informatics 63 (2016)
Viktoria Dorfer, Sergey Maltsev, Stephan Dreiseitl, Karl Mechtler, Stephan M. Winkler
A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. GECCO (Companion) (2015)
Stephan Dreiseitl, Andreas Vieider, Christoph Larch
Using Smart Grid Data to Predict Next-Day Energy Consumption and Photovoltaic Production. EUROCAST (2015)
Stephan Dreiseitl
Feature Selection for Unsupervised Learning via Comparison of Distance Matrices. EUROCAST (1) (2013)
Stephan Dreiseitl, Melanie Osl
Testing the Calibration of Classification Models from First Principles. AMIA (2012)
Stephan Dreiseitl, Maja Pivec, Michael Binder
Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study. Artif. Intell. Medicine 54 (3) (2012)
Stephan Dreiseitl, Melanie Osl
Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) (2011)
Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal A. Vinterbo
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50 (3) (2010)
Christian Scheibböck, Stephan Dreiseitl, Michael Binder
Applicability of Mobile Phones for Tele-dermatology - A Pilot Study. HEALTHINF (2009)
Stephan Dreiseitl, Melanie Osl
Feature Selection Based on Pairwise Classification Performance. EUROCAST (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)
Stephan Dreiseitl
Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface. EUROCAST (2007)
Stephan Dreiseitl, Michael Binder, Staal A. Vinterbo, Harald Kittler
Applying a decision support system in clinical practice: Results from melanoma diagnosis. AMIA (2007)
Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg
A data warehouse for prostate cancer biomarker discovery. BIOCOMP (2007)
Staal A. Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado
Approximation properties of haplotype tagging. BMC Bioinform. 7 (2006)
Stephan Dreiseitl, Michael Binder
Do physicians value decision support? A look at the effect of decision support systems on physician opinion. Artif. Intell. Medicine 33 (1) (2005)
Stephan Dreiseitl, Alexandra Harbauer, Michael Binder, Harald Kittler
Nomographic representation of logistic regression models: A case study using patient self-assessment data. J. Biomed. Informatics 38 (5) (2005)
Stephan Dreiseitl, Staal A. Vinterbo, Lucila Ohno-Machado
Disambiguation Data: Extracting Information from Anonymized Sources. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo
Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. AMIA (2002)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl
Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Stephan Dreiseitl, Lucila Ohno-Machado
Logistic regression and artificial neural network classification models: a methodology review. J. Biomed. Informatics 35 (5-6) (2002)
Witold Jacak, Karin Pröll, Stephan Dreiseitl
Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach. EUROCAST (2001)
Lucila Ohno-Machado, Staal A. Vinterbo, Stephan Dreiseitl
Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. AMIA (2001)
Witold Jacak, Stephan Dreiseitl, Karin Pröll, Jerzy W. Rozenblit
Conflict management in multiagent robotic system: FSM and fuzzy logic approach. SMC (2001)
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. J. Biomed. Informatics 34 (1) (2001)
Staal A. Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl
Hiding information by cell suppression. AMIA (2001)
Stephan Dreiseitl, Staal A. Vinterbo, Lucila Ohno-Machado
Disambiguation data: extracting information from anonymized sources. AMIA (2001)
Felipe Atienza, Nieves Martínez-Alzamora, José A. De Velasco, Stephan Dreiseitl, Lucila Ohno-Machado
Risk stratification in heart failure using artificial neural networks. AMIA (2000)
Stephan Dreiseitl, Harald Kittler, Harald Ganster, Michael Binder
Classifying Pigmented Skin Lesions with Machine Learning Methods. ANNIMAB (2000)
Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal A. Vinterbo, W. Edward Hammond
Building knowledge in a complex preterm birth problem domain. AMIA (2000)
Witold Jacak, Karin Pröll, Stephan Dreiseitl
Conflict management in an intelligent multiagent robotic system. SMC (2000)
Lucila Ohno-Machado, Staal A. Vinterbo, Aleksander Øhrn, Stephan Dreiseitl
Clinical Data Processing Tools: A Machine Learning Resource. AMIA (1999)
Stephan Dreiseitl, Lucila Ohno-Machado
Self-Organizing Maps for Visualization of Medical Data Sets. AMIA (1999)
Stephan Dreiseitl, Lucila Ohno-Machado, Staal A. Vinterbo
Evaluating variable selection methods for diagnosis of myocardial infarction. AMIA (1999)
Witold Jacak, Stephan Dreiseitl
Lifelong Learning Approach to Intelligent Agents Modeling. EUROCAST (1997)
Witold Jacak, Stephan Dreiseitl, Robert Muszynski
Neural network-based modeling of robot action effects in conceptual state space of real world. IROS (1996)
Witold Jacak, Stephan Dreiseitl
Robotic agent control combining reactive and learning capabilities. ICNN (1996)
Witold Jacak, Stephan Dreiseitl
Hybrid Evolutionary Programming: the Tools for CAST. EUROCAST (1995)
Stephan Dreiseitl, Dongming Wang
Code for Neural Network Simulation. IWANN (1993)