Stephan Dreiseitl

45 papers A 1B 2Misc 13Journal 12Unranked 17

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	A Comparison of Covariate Shift Detection Methods on Medical Datasets. EUROCAST Stephan Dreiseitl
2018	—	`conf`	Evaluating Novel Features for Aggressive Language Detection. SPECOM Tina Schuh, Stephan Dreiseitl
2017	—	`conf`	Evaluating Parallel Minibatch Training for Machine Learning Applications. EUROCAST (1) Stephan Dreiseitl
2016	J	`jnl`	Using concept hierarchies to improve calculation of patient similarity. J. Biomed. Informatics Dominic Girardi, Sandra Wartner, Gerhard Halmerbauer, Margit Ehrenmüller, Hilda Kosorus, Stephan Dreiseitl
2015	—	`conf`	A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. GECCO (Companion) Viktoria Dorfer, Sergey Maltsev, Stephan Dreiseitl, Karl Mechtler, Stephan M. Winkler
2015	—	`conf`	Using Smart Grid Data to Predict Next-Day Energy Consumption and Photovoltaic Production. EUROCAST Stephan Dreiseitl, Andreas Vieider, Christoph Larch
2013	—	`conf`	Feature Selection for Unsupervised Learning via Comparison of Distance Matrices. EUROCAST (1) Stephan Dreiseitl
2012	J	`jnl`	Differences in examination characteristics of pigmented skin lesions: Results of an eye tracking study. Artif. Intell. Medicine Stephan Dreiseitl, Maja Pivec, Michael Binder
2012	Misc	`conf`	Testing the Calibration of Classification Models from First Principles. AMIA Stephan Dreiseitl, Melanie Osl
2011	—	`conf`	Effects of Data Grouping on Calibration Measures of Classifiers. EUROCAST (1) Stephan Dreiseitl, Melanie Osl
2010	J	`jnl`	An evaluation of heuristics for rule ranking. Artif. Intell. Medicine Stephan Dreiseitl, Melanie Osl, Christian Baumgartner, Staal Amund Vinterbo
2009	—	`conf`	Applicability of Mobile Phones for Tele-dermatology - A Pilot Study. HEALTHINF Christian Scheibböck, Stephan Dreiseitl, Michael Binder
2009	J	`jnl`	Demoting redundant features to improve the discriminatory ability in cancer data. J. Biomed. Informatics Melanie Osl, Stephan Dreiseitl, Fabio Ribeiro Cerqueira, Michael Netzer, Bernhard Pfeifer, Christian Baumgartner
2009	—	`conf`	Feature Selection Based on Pairwise Classification Performance. EUROCAST Stephan Dreiseitl, Melanie Osl
2008	J	`jnl`	A new rule-based algorithm for identifying metabolic markers in prostate cancer using tandem mass spectrometry. Bioinform. Melanie Osl, Stephan Dreiseitl, Bernhard Pfeifer, Klaus Weinberger, Helmut Klocker, Georg Bartsch, Georg Schäfer, Bernhard Tilg, Armin Graber, Christian Baumgartner
2008	Misc	`conf`	Improving Calibration of Logistic Regression Models by Local Estimates. AMIA Melanie Osl, Lucila Ohno-Machado, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2008	—	`conf`	On the Combination of Logistic Regression and Local Probability Estimates. BroadCom Melanie Osl, Christian Baumgartner, Bernhard Tilg, Stephan Dreiseitl
2007	—	`conf`	A data warehouse for prostate cancer biomarker discovery. BIOCOMP Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg
2007	Misc	`conf`	Applying a decision support system in clinical practice: Results from melanoma diagnosis. AMIA Stephan Dreiseitl, Michael Binder, Staal Amund Vinterbo, Harald Kittler
2007	—	`conf`	Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface. EUROCAST Stephan Dreiseitl
2006	J	`jnl`	Approximation properties of haplotype tagging. BMC Bioinform. Staal Amund Vinterbo, Stephan Dreiseitl, Lucila Ohno-Machado
2005	J	`jnl`	Do physicians value decision support? A look at the effect of decision support systems on physician opinion. Artif. Intell. Medicine Stephan Dreiseitl, Michael Binder
2005	J	`jnl`	Nomographic representation of logistic regression models: A case study using patient self-assessment data. J. Biomed. Informatics Stephan Dreiseitl, Alexandra Harbauer, Michael Binder, Harald Kittler
2002	Misc	`conf`	Comparing imperfect measurements with the Bland-Altman technique: application in gene expression analysis. AMIA Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl, Tor-Kristian Jenssen, Winston Patrick Kuo
2002	J	`jnl`	Disambiguation Data: Extracting Information from Anonymized Sources. J. Am. Medical Informatics Assoc. Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado
2002	J	`jnl`	Effects of Data Anonymization by Cell Suppression on Descriptive Statistics and Predictive Modeling Performance. J. Am. Medical Informatics Assoc. Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl
2002	J	`jnl`	Logistic regression and artificial neural network classification models: a methodology review. J. Biomed. Informatics Stephan Dreiseitl, Lucila Ohno-Machado
2001	J	`jnl`	A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. J. Biomed. Informatics Stephan Dreiseitl, Lucila Ohno-Machado, Harald Kittler, Staal Amund Vinterbo, Holger Billhardt, Michael Binder
2001	—	`conf`	Conflict Management in an Intelligent Multiagent Robotics System Based on FSM Approach. EUROCAST Witold Jacak, Karin Pröll, Stephan Dreiseitl
2001	B	`conf`	Conflict management in multiagent robotic system: FSM and fuzzy logic approach. SMC Witold Jacak, Stephan Dreiseitl, Karin Pröll, Jerzy W. Rozenblit
2001	Misc	`conf`	Disambiguation data: extracting information from anonymized sources. AMIA Stephan Dreiseitl, Staal Amund Vinterbo, Lucila Ohno-Machado
2001	Misc	`conf`	Effects of data anonymization by cell suppression on descriptive statistics and predictive modeling performance. AMIA Lucila Ohno-Machado, Staal Amund Vinterbo, Stephan Dreiseitl
2001	Misc	`conf`	Hiding information by cell suppression. AMIA Staal Amund Vinterbo, Lucila Ohno-Machado, Stephan Dreiseitl
2000	Misc	`conf`	Building knowledge in a complex preterm birth problem domain. AMIA Linda K. Goodwin, Sean Maher, Lucila Ohno-Machado, Mary Ann Iannacchione, Patrick Crockett, Stephan Dreiseitl, Staal Amund Vinterbo, W. Edward Hammond
2000	—	`conf`	Classifying Pigmented Skin Lesions with Machine Learning Methods. ANNIMAB Stephan Dreiseitl, Harald Kittler, Harald Ganster, Michael Binder
2000	B	`conf`	Conflict management in an intelligent multiagent robotic system. SMC Witold Jacak, Karin Pröll, Stephan Dreiseitl
2000	Misc	`conf`	Risk stratification in heart failure using artificial neural networks. AMIA Felipe Atienza, Nieves Martínez-Alzamora, José A. De Velasco, Stephan Dreiseitl, Lucila Ohno-Machado
1999	Misc	`conf`	Clinical Data Processing Tools: A Machine Learning Resource. AMIA Lucila Ohno-Machado, Staal Amund Vinterbo, Aleksander Øhrn, Stephan Dreiseitl
1999	Misc	`conf`	Evaluating variable selection methods for diagnosis of myocardial infarction. AMIA Stephan Dreiseitl, Lucila Ohno-Machado, Staal Amund Vinterbo
1999	Misc	`conf`	Self-Organizing Maps for Visualization of Medical Data Sets. AMIA Stephan Dreiseitl, Lucila Ohno-Machado
1997	—	`conf`	Lifelong Learning Approach to Intelligent Agents Modeling. EUROCAST Witold Jacak, Stephan Dreiseitl
1996	A	`conf`	Neural network-based modeling of robot action effects in conceptual state space of real world. IROS Witold Jacak, Stephan Dreiseitl, Robert Muszynski
1996	—	`conf`	Robotic agent control combining reactive and learning capabilities. ICNN Witold Jacak, Stephan Dreiseitl
1995	—	`conf`	Hybrid Evolutionary Programming: the Tools for CAST. EUROCAST Witold Jacak, Stephan Dreiseitl
1993	Misc	`conf`	Automatic Generation of C IWANN Stephan Dreiseitl, Dongming Wang