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Journal Articles
- 2016
[j12]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: 66-73 (2016)- 2012
- [j11]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): 201-205 (2012) - 2010
- [j10]Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo:
An evaluation of heuristics for rule ranking. Artif. Intell. Medicine 50(3): 175-180 (2010) - 2009
- [j9]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): 721-725 (2009) - 2008
- [j8]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) - 2006
- [j7]Staal Amund Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado:
Approximation properties of haplotype tagging. BMC Bioinform. 7: 8 (2006) - 2005
- [j6]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): 25-30 (2005) - [j5]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): 389-394 (2005) - 2002
- [j4]Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado:
Disambiguation Data: Extracting Information from Anonymized Sources. J. Am. Medical Informatics Assoc. 9(Supplement): 110-114 (2002) - [j3]Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl:
Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. J. Am. Medical Informatics Assoc. 9(Supplement): 115-119 (2002) - [j2]Stephan Dreiseitl, Lucila Ohno-Machado:
Logistic regression and artificial neural network classification models: a methodology review. J. Biomed. Informatics 35(5-6): 352-359 (2002) - 2001
- [j1]Stephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal Amund Vinterbo, Holger Billhardt, Michael Binder:
A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. J. Biomed. Informatics 34(1): 28-36 (2001)
Conference and Workshop Papers
- 2022
- [c33]Stephan Dreiseitl:
A Comparison of Covariate Shift Detection Methods on Medical Datasets. EUROCAST 2022: 487-495 - 2018
- [c32]Tina Schuh, Stephan Dreiseitl:
Evaluating Novel Features for Aggressive Language Detection. SPECOM 2018: 585-595 - 2017
- [c31]Stephan Dreiseitl:
Evaluating Parallel Minibatch Training for Machine Learning Applications. EUROCAST (1) 2017: 400-407 - 2015
- [c30]Stephan Dreiseitl, Andreas Vieider, Christoph Larch:
Using Smart Grid Data to Predict Next-Day Energy Consumption and Photovoltaic Production. EUROCAST 2015: 228-235 - [c29]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: 1335-1341 - 2013
- [c28]Stephan Dreiseitl:
Feature Selection for Unsupervised Learning via Comparison of Distance Matrices. EUROCAST (1) 2013: 203-210 - 2012
- [c27]Stephan Dreiseitl, Melanie Osl:
Testing the Calibration of Classification Models from First Principles. AMIA 2012 - 2011
- [c26]Stephan Dreiseitl, Melanie Osl:
Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) 2011: 359-366 - 2009
- [c25]Christian Scheibböck, Stephan Dreiseitl, Michael Binder:
Applicability of Mobile Phones for Tele-dermatology - A Pilot Study. HEALTHINF 2009: 474-477 - [c24]Stephan Dreiseitl, Melanie Osl:
Feature Selection Based on Pairwise Classification Performance. EUROCAST 2009: 769-776 - 2008
- [c23]Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl:
Improving Calibration of Logistic Regression Models by Local Estimates. AMIA 2008 - [c22]Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl:
On the Combination of Logistic Regression and Local Probability Estimates. BroadCom 2008: 124-128 - 2007
- [c21]Stephan Dreiseitl, Michael Binder, Staal Amund Vinterbo, Harald Kittler:
Applying a decision support system in clinical practice: Results from melanoma diagnosis. AMIA 2007 - [c20]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 - [c19]Stephan Dreiseitl:
Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface. EUROCAST 2007: 878-885 - 2002
- [c18]Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo:
Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. AMIA 2002 - 2001
- [c17]Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado:
Disambiguation data: extracting information from anonymized sources. AMIA 2001 - [c16]Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl:
Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. AMIA 2001 - [c15]Staal Amund Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl:
Hiding information by cell suppression. AMIA 2001 - [c14]Witold Jacak, Karin Pröll, Stephan Dreiseitl:
Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach. EUROCAST 2001: 52-66 - [c13]Witold Jacak, Stephan Dreiseitl, Karin Pröll, Jerzy W. Rozenblit:
Conflict management in multiagent robotic system: FSM and fuzzy logic approach. SMC 2001: 1593-1598 - 2000
- [c12]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 - [c11]Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal Amund Vinterbo, W. Edward Hammond:
Building knowledge in a complex preterm birth problem domain. AMIA 2000 - [c10]Stephan Dreiseitl, Harald Kittler, Harald Ganster, Michael Binder:
Classifying Pigmented Skin Lesions with Machine Learning Methods. ANNIMAB 2000: 174-179 - [c9]Witold Jacak, Karin Pröll, Stephan Dreiseitl:
Conflict management in an intelligent multiagent robotic system. SMC 2000: 1793-1798 - 1999
- [c8]Stephan Dreiseitl, Lucila Ohno-Machado:
Self-Organizing Maps for Visualization of Medical Data Sets. AMIA 1999 - [c7]Stephan Dreiseitl, Lucila Ohno-Machado, Staal Amund Vinterbo:
Evaluating variable selection methods for diagnosis of myocardial infarction. AMIA 1999 - [c6]Lucila Ohno-Machado, Staal Amund Vinterbo, Aleksander Øhrn, Stephan Dreiseitl:
Clinical Data Processing Tools: A Machine Learning Resource. AMIA 1999 - 1997
- [c5]Witold Jacak, Stephan Dreiseitl:
Lifelong Learning Approach to Intelligent Agents Modeling. EUROCAST 1997: 367-379 - 1996
- [c4]Witold Jacak, Stephan Dreiseitl:
Robotic agent control combining reactive and learning capabilities. ICNN 1996: 1682-1686 - [c3]Witold Jacak, Stephan Dreiseitl, Robert Muszynski:
Neural network-based modeling of robot action effects in conceptual state space of real world. IROS 1996: 1149-1156 - 1995
- [c2]Witold Jacak, Stephan Dreiseitl:
Hybrid Evolutionary Programming: the Tools for CAST. EUROCAST 1995: 289-304 - 1993
- [c1]Stephan Dreiseitl, Dongming Wang:
Automatic Generation of C++ Code for Neural Network Simulation. IWANN 1993: 358-363
Coauthor Index
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