Stephan Dreiseitl

Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2018

Evaluating Novel Features for Aggressive Language Detection.

[BibT_eX]

[DOI]

Tina Schuh

Proceedings of the Speech and Computer - 20th International Conference, 2018

2017

Evaluating Parallel Minibatch Training for Machine Learning Applications.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory - EUROCAST 2017, 2017

2016

Using concept hierarchies to improve calculation of patient similarity.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2016

2015

A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Using Smart Grid Data to Predict Next-Day Energy Consumption and Photovoltaic Production.

[BibT_eX]

[DOI]

Andreas Vieider

Christoph Larch

Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

2013

Feature Selection for Unsupervised Learning via Comparison of Distance Matrices.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

2012

Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study.

[BibT_eX]

[DOI]

Maja Pivec

Michael Binder

Artif. Intell. Medicine, 2012

Testing the Calibration of Classification Models from First Principles.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

2011

Effects of Data Grouping on Calibration Measures of Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

2010

An evaluation of heuristics for rule ranking.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2010

2009

Demoting redundant features to improve the discriminatory ability in cancer data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2009

Feature Selection Based on Pairwise Classification Performance.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2009

Applicability of Mobile Phones for Tele-dermatology - A Pilot Study.

[BibT_eX]

Christian Scheibböck

Michael Binder

Proceedings of the Second International Conference on Health Informatics, 2009

2008

A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry.

[BibT_eX]

[DOI]

Bioinform., 2008

On the Combination of Logistic Regression and Local Probability Estimates.

[BibT_eX]

[DOI]

Bernhard Tilg

Proceedings of the 2008 Third International Conference on Broadband Communications, 2008

Improving Calibration of Logistic Regression Models by Local Estimates.

[BibT_eX]

[DOI]

Bernhard Tilg

Proceedings of the AMIA 2008, 2008

2007

Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 2007

A data warehouse for prostate cancer biomarker discovery.

[BibT_eX]

Bernhard Pfeifer

Johannes Aschaber

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

Applying a decision support system in clinical practice: Results from melanoma diagnosis.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2007, 2007

2006

Approximation properties of haplotype tagging.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

2005

Nomographic representation of logistic regression models: A case study using patient self-assessment data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2005

Do physicians value decision support? A look at the effect of decision support systems on physician opinion.

[BibT_eX]

[DOI]

Michael Binder

Artif. Intell. Medicine, 2005

2002

Logistic regression and artificial neural network classification models: a methodology review.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2002

Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2002

Disambiguation Data: Extracting Information from Anonymized Sources.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2002

Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2002, 2002

2001

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2001

Conflict management in multiagent robotic system: FSM and fuzzy logic approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2001

Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach.

[BibT_eX]

[DOI]

Karin Pröll

Proceedings of the Computer Aided Systems Theory, 2001

Hiding information by cell suppression.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2001, 2001

2000

Conflict management in an intelligent multiagent robotic system.

[BibT_eX]

[DOI]

Karin Pröll

Proceedings of the IEEE International Conference on Systems, 2000

Classifying Pigmented Skin Lesions with Machine Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000

Building knowledge in a complex preterm birth problem domain.

[BibT_eX]

[DOI]

Linda K. Goodwin

Sean Maher

Mary Ann Iannacchione

Proceedings of the AMIA 2000, 2000

Risk stratification in heart failure using artificial neural networks.

[BibT_eX]

[DOI]

Felipe Atienza

Nieves Martínez-Alzamora

José A. De Velasco

Proceedings of the AMIA 2000, 2000

1999

Clinical Data Processing Tools: A Machine Learning Resource.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

Evaluating variable selection methods for diagnosis of myocardial infarction.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

Self-Organizing Maps for Visualization of Medical Data Sets.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

1997

Lifelong Learning Approach to Intelligent Agents Modeling.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 1997

1996

Neural network-based modeling of robot action effects in conceptual state space of real world.

[BibT_eX]

[DOI]

Robert Muszynski

Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems. IROS 1996, 1996

Robotic agent control combining reactive and learning capabilities.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Hybrid Evolutionary Programming: the Tools for CAST.

[BibT_eX]

[DOI]

Proceedings of the Computer Aided Systems Theory, 1995

1993

Automatic Generation of C<sup>++</sup> Code for Neural Network Simulation.

[BibT_eX]

[DOI]