Stephan M. Winkler

122 papers A 6B 1C 4Journal 25Unranked 74
YearRankTypeTitle / Venue / Authors
2026 J jnl
Insights on back marking for the automated identification of animals.
CoRR
David Brunner, Marie Bordes, Elisabeth Mayrhuber, Stephan M. Winkler, Viktoria Dorfer, Maciej Oczak
2025 — conf
Abstract: Nuclear Pleomorphism in Canine Cutaneous Mast Cell Tumors.
Bildverarbeitung für die Medizin
Andreas Haghofer, Eda Parlak, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Pompei Bolfa, Michael J. Dark, Andrea Fuchs-Baumgartinger, Andrea Klang, Kathrin Jäger, Robert Klopfleisch, Sophie Merz, Barbara Richter, F. Yvonne Schulman, Hannah Janout, Jonathan Ganz, Josef Scharinger, Marc Aubreville, Stephan M. Winkler, Matti Kiupel, Christof A. Bertram
2025 — conf
Towards Automated and Interpretable Decision Support Systems for Precision Livestock Farming Using Evolutionary Computing.
GECCO Companion
Elisabeth Mayrhuber, Stephan M. Winkler
2024 J jnl
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming.
CoRR
Yousef A. Radwan, Gabriel Kronberger, Stephan M. Winkler
2024 C conf
Adaptive Operators for Genetic Programming to Identify Optimal Energy Flow Controllers.
ISM
Kathrin Kefer, Michael Affenzeller, Stephan M. Winkler
2024 — conf
Data-Based Prediction of the Duration of the Postoperative Stay of Patients.
EUROCAST (2)
Julia Vetter, Marina Strobl, Louise M. Buur, Tilman Königswieser, Gerhard Halmerbauer, Stephan M. Winkler
2024 — conf
Modelling the Risk of Overweight and Obesity Based on the GenObiA Dataset Using Genetic Programming.
EUROCAST (2)
José Ignacio Hidalgo, Elisabeth Mayrhuber, Stephan M. Winkler, Daniel Parra, J. Manuel Velasco, José J. Zamorano-León, Oscar Garnica
2024 — ed.
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I
PPSN (1)
Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024 — ed.
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II
PPSN (2)
Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024 — ed.
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III
PPSN (3)
Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2024 — ed.
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV
PPSN (4)
Michael Affenzeller, Stephan M. Winkler, Anna V. Kononova, Heike Trautmann, Tea Tusar, Penousal Machado, Thomas Bäck
2023 — conf
Evolutionary Algorithms for Segment Optimization in Vectorial GP.
GECCO Companion
Philipp Fleck, Stephan M. Winkler, Michael Kommenda, Sara Silva, Leonardo Vanneschi, Michael Affenzeller
2023 — ed.
Genetic Programming Theory and Practice XIX [GPTP 2022]
GPTP
Leonardo Trujillo, Stephan M. Winkler, Sara Silva, Wolfgang Banzhaf
2023 J jnl
Nuclear Morphometry using a Deep Learning-based Algorithm has Prognostic Relevance for Canine Cutaneous Mast Cell Tumors.
CoRR
Andreas Haghofer, Eda Parlak, Alexander Bartel, Taryn A. Donovan, Charles-Antoine Assenmacher, Pompei Bolfa, Michael J. Dark, Andrea Fuchs-Baumgartinger, Andrea Klang, Kathrin Jäger, Robert Klopfleisch, Sophie Merz, Barbara Richter, F. Yvonne Schulman, Jonathan Ganz, Josef Scharinger, Marc Aubreville, Stephan M. Winkler, Matti Kiupel, Christof A. Bertram
2023 J jnl
Vectorial Genetic Programming - Optimizing Segments for Feature Extraction.
CoRR
Philipp Fleck, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2022 — conf
Analysis of Extracellular Vesicle Data on Fluorescence and Atomic Force Microscopy Images.
BIOSTEC (Selected Papers)
Hannah Janout, Jonas Schurr, Andreas Haghofer, Fabian Hauser, Jaroslaw Jacak, Stephan M. Winkler
2022 — conf
Automated Segmentation of Patterned Cells in Micropatterning Microscopy Images.
BIOSTEC (Selected Papers)
Jonas Schurr, Andreas Haghofer, Peter Lanzerstorfer, Stephan M. Winkler
2022 — conf
Identifying Differential Equations for the Prediction of Blood Glucose using Sparse Identification of Nonlinear Systems.
EUROCAST
David Joedicke, Daniel Parra, Gabriel Kronberger, Stephan M. Winkler
2022 J jnl
Identifying Differential Equations to predict Blood Glucose using Sparse Identification of Nonlinear Systems.
CoRR
David Jödicke, Daniel Parra, Gabriel Kronberger, Stephan M. Winkler
2022 J jnl
ImmunoDataAnalyzer: a bioinformatics pipeline for processing barcoded and UMI tagged immunological NGS data.
BMC Bioinform.
Julia Vetter, Susanne Schaller, Andreas Heinzel, Constantin Aschauer, Roman Reindl-Schwaighofer, Kira Jelencsics, Karin Hu, Rainer Oberbauer, Stephan M. Winkler
2022 — conf
Shapley Value Based Variable Interaction Networks for Data Stream Analysis.
EUROCAST
Jan Zenisek, Sebastian Dorl, Dominik Falkner, Lukas Gaisberger, Stephan M. Winkler, Michael Affenzeller
2022 — conf
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data.
GPTP
Bogdan Burlacu, Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller
2022 J jnl
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from Data.
CoRR
Bogdan Burlacu, Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller
2022 — conf
Using Explainable Artificial Intelligence for Data Based Detection of Complications in Records of Patient Treatments.
EUROCAST
Marina Strobl, Julia Vetter, Gerhard Halmerbauer, Tilman Königswieser, Stephan M. Winkler
2021 J jnl
Cluster Analysis of a Symbolic Regression Search Space.
CoRR
Gabriel Kronberger, Lukas Kammerer, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2021 — conf
Empirical analysis of variance for genetic programming based symbolic regression.
GECCO Companion
Lukas Kammerer, Gabriel Kronberger, Stephan M. Winkler
2021 — conf
Grammar-Based Vectorial Genetic Programming for Symbolic Regression.
GPTP
Philipp Fleck, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2021 — conf
Multi tree operators for genetic programming to identify optimal energy flow controllers.
GECCO Companion
Kathrin Kefer, Roland Hanghofer, Patrick Kefer, Markus Stöger, Bernd Hofer, Michael Affenzeller, Stephan M. Winkler
2021 J jnl
Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication.
CoRR
Lukas Kammerer, Gabriel Kronberger, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2021 C conf
Using Heterogeneous Model Ensembles to Improve the Prediction of Yeast Contamination in Peppermint.
ISM
Stefan Anlauf, Andreas Haghofer, Karl Dirnberger, Stephan M. Winkler
2020 — conf
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020.
KDH@ECAI
David Joedicke, Gabriel Kronberger, José Manuel Colmenar, Stephan M. Winkler, José Manuel Velasco, Sergio Contador, José Ignacio Hidalgo
2020 J jnl
Evolutionary optimization of image processing for cell detection in microscopy images.
Soft Comput.
Andreas Haghofer, Sebastian Dorl, Andre Oszwald, Johannes Breuss, Jaroslaw Jacak, Stephan M. Winkler
2020 J jnl
Multilayer analysis of population diversity in grammatical evolution for symbolic regression.
Soft Comput.
Gabriel Kronberger, J. Manuel Colmenar, Stephan M. Winkler, José Ignacio Hidalgo
2020 — conf
PySpot: A Python based Framework for the Assessment of Laser-modified 3D Microstructures for Windows and Raspbian.
BIOIMAGING
Hannah Janout, Bianca Buchegger, Andreas Haghofer, Dominic Hoeglinger, Jaroslaw Jacak, Stephan M. Winkler, Armin Hochreiner
2019 — conf
A Model-Based Learning Approach for Controlling the Energy Flows of a Residential Household Using Genetic Programming to Perform Symbolic Regression.
EUROCAST (1)
Kathrin Kefer, Roland Hanghofer, Patrick Kefer, Markus Stöger, Michael Affenzeller, Stephan M. Winkler, Stefan Wagner, Bernd Hofer
2019 — conf
Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication.
GPTP
Lukas Kammerer, Gabriel Kronberger, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2019 — conf
White Box vs. Black Box Modeling: On the Performance of Deep Learning, Random Forests, and Symbolic Regression in Solving Regression Problems.
EUROCAST (1)
Michael Affenzeller, Bogdan Burlacu, Viktoria Dorfer, Sebastian Dorl, Gerhard Halmerbauer, Tilman Königswieser, Michael Kommenda, Julia Vetter, Stephan M. Winkler
2018 — conf
Cluster Analysis of a Symbolic Regression Search Space.
GPTP
Gabriel Kronberger, Lukas Kammerer, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Michael Affenzeller
2018 — ch.
Identification of Models for Glucose Blood Values in Diabetics by Grammatical Evolution.
Handbook of Grammatical Evolution
José Ignacio Hidalgo, J. Manuel Colmenar, J. Manuel Velasco, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares
2018 J jnl
Using robust generalized fuzzy modeling and enhanced symbolic regression to model tribological systems.
Appl. Soft Comput.
Gabriel Kronberger, Michael Kommenda, Edwin Lughofer, Susanne Saminger-Platz, Andreas Promberger, Falk Nickel, Stephan M. Winkler, Michael Affenzeller
2017 — conf
Analysis of Schema Frequencies in Genetic Programming.
EUROCAST (1)
Bogdan Burlacu, Michael Affenzeller, Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler
2017 J jnl
Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods.
J. Medical Syst.
José Ignacio Hidalgo, J. Manuel Colmenar, Gabriel Kronberger, Stephan M. Winkler, Oscar Garnica, Juan Lanchares
2017 — conf
Dynamic observation of genotypic and phenotypic diversity for different symbolic regression GP variants.
GECCO (Companion)
Michael Affenzeller, Stephan M. Winkler, Bogdan Burlacu, Gabriel Kronberger, Michael Kommenda, Stefan Wagner
2017 — conf
Fitness Landscape Analysis in the Optimization of Coefficients of Curve Parametrizations.
EUROCAST (1)
Stephan M. Winkler, J. Rafael Sendra
2017 — conf
Glucose Prognosis by Grammatical Evolution.
EUROCAST (1)
José Ignacio Hidalgo, J. Manuel Colmenar, Gabriel Kronberger, Stephan M. Winkler
2017 — conf
Measures for the Evaluation and Comparison of Graphical Model Structures.
EUROCAST (1)
Gabriel Kronberger, Bogdan Burlacu, Michael Kommenda, Stephan M. Winkler, Michael Affenzeller
2017 — conf
Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation of Unsuccessful Individuals.
EUROCAST (1)
Michael Affenzeller, Bogdan Burlacu, Stephan M. Winkler, Michael Kommenda, Gabriel Kronberger, Stefan Wagner
2017 — conf
Schema Analysis in Tree-Based Genetic Programming.
GPTP
Bogdan Burlacu, Michael Affenzeller, Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler
2016 J jnl
A heuristic and evolutionary algorithm to optimize the coefficients of curve parametrizations.
J. Comput. Appl. Math.
J. Rafael Sendra, Stephan M. Winkler
2016 J jnl
Corrigendum to: A heuristic and evolutionary algorithm to optimize the coefficients of curve parametrizations [J. Comput. Appl. Math. 305 (2016) 18-35].
J. Comput. Appl. Math.
J. Rafael Sendra, Stephan M. Winkler
2016 J jnl
Heterogeneous model ensembles for short-term prediction of stock market trends.
Int. J. Simul. Process. Model.
Stephan M. Winkler, Bonifacio Castaño, Sergio Luengo-Sanchez, Susanne Schaller, Gabriel Kronberger, Michael Affenzeller
2016 — conf
Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring.
GECCO (Companion)
J. Manuel Colmenar, Stephan M. Winkler, Gabriel Kronberger, Esther Maqueda, Marta Botella, José Ignacio Hidalgo
2016 — conf
Robust Fuzzy Modeling and Symbolic Regression for Establishing Accurate and Interpretable Prediction Models in Supervising Tribological Systems.
IJCCI (FCTA)
Edwin Lughofer, Gabriel Kronberger, Michael Kommenda, Susanne Saminger-Platz, Andreas Promberger, Falk Nickel, Stephan M. Winkler, Michael Affenzeller
2016 — conf
Similarity-Based Analysis of Population Dynamics in Genetic Programming Performing Symbolic Regression.
GPTP
Stephan M. Winkler, Michael Affenzeller, Bogdan Burlacu, Gabriel Kronberger, Michael Kommenda, Philipp Fleck
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
Classification of the States of Human Adaptive Immune Systems by Analyzing Immunoglobulin and T Cell Receptors Using ImmunExplorer.
EUROCAST
Susanne Schaller, Johannes Weinberger, Raúl Jiménez-Heredia, Martin Danzer, Stephan M. Winkler
2015 — conf
Classifying Human Blood Samples Using Characteristics of Single Molecules and Cell Structures on Microscopy Images.
EUROCAST
Daniela Borgmann, Sandra Mayr, Helene Polin, Lisa Obritzberger, Susanne Schaller, Viktoria Dorfer, Jaroslaw Jacak, Stephan M. Winkler
2015 — conf
Data-Based Identification of Prediction Models for Glucose.
GECCO (Companion)
J. Manuel Velasco, Stephan M. Winkler, José Ignacio Hidalgo, Oscar Garnica, Juan Lanchares, J. Manuel Colmenar, Esther Maqueda, Marta Botella, José Antonio Rubio
2015 J jnl
Data-based prediction of sentiments using heterogeneous model ensembles.
Soft Comput.
Stephan M. Winkler, Susanne Schaller, Viktoria Dorfer, Michael Affenzeller, Gerald Petz, Michal P. Karpowicz
2015 — conf
Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning.
EUROCAST
Stephan M. Winkler, Gabriel Kronberger, Michael Kommenda, Stefan Fink, Michael Affenzeller
2015 — conf
Evolving Simple Symbolic Regression Models by Multi-Objective Genetic Programming.
GPTP
Michael Kommenda, Gabriel Kronberger, Michael Affenzeller, Stephan M. Winkler, Bogdan Burlacu
2015 — ch.
Identification and Classification of Objects and Motions in Microscopy Images of Biological Samples Using Heuristic Algorithms.
Computational Intelligence and Efficiency in Engineering Systems
Stephan M. Winkler, Susanne Schaller, Daniela Borgmann, Lisa Obritzberger, Viktoria Dorfer, Christian Haider, Sandra Mayr, Peter Lanzerstorfer, Claudia Loimayr, Simone Hennerbichler-Lugscheider, Andrea Lindenmair, Heinz Redl, Michael Affenzeller, Julian Weghuber, Jaroslaw Jacak
2015 J jnl
ImmunExplorer (IMEX): a software framework for diversity and clonality analyses of immunoglobulins and T cell receptors on the basis of IMGT/HighV-QUEST preprocessed NGS data.
BMC Bioinform.
Susanne Schaller, Johannes Weinberger, Raúl Jiménez-Heredia, Martin Danzer, Rainer Oberbauer, Christian Gabriel, Stephan M. Winkler
2015 — conf
Increasing the Sensitivity of Cancer Predictors Using Confidence Based Ensemble Modeling.
EUROCAST
Michael Affenzeller, Karin Zölzer, Stephan M. Winkler, Erwin Hopf, Herbert Stekel, Rupert Frechinger, Stefan Wagner
2015 — ch.
Methods for Genealogy and Building Block Analysis in Genetic Programming.
Computational Intelligence and Efficiency in Engineering Systems
Bogdan Burlacu, Michael Affenzeller, Stephan M. Winkler, Michael Kommenda, Gabriel Kronberger
2015 — ch.
Multi-Population Genetic Programming with Data Migration for Symbolic Regression.
Computational Intelligence and Efficiency in Engineering Systems
Michael Kommenda, Michael Affenzeller, Gabriel Kronberger, Bogdan Burlacu, Stephan M. Winkler
2015 — conf
Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems.
EUROCAST
Andreas Beham, Judith Fechter, Michael Kommenda, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller
2015 C conf
Optimization of Trading Rules for the Spanish Stock Market by Genetic Programming.
IEA/AIE
Sergio Luengo-Sanchez, Stephan M. Winkler, David F. Barrero, Bonifacio Castaño
2015 — conf
Prediction of Stem Cell Differentiation in Human Amniotic Membrane Images Using Machine Learning.
EUROCAST
Lisa Obritzberger, Daniela Borgmann, Susanne Schaller, Viktoria Dorfer, Andrea Lindenmair, Susanne Wolbank, Simone Hennerbichler, Heinz Redl, Stephan M. Winkler
2015 — conf
Using Contextual Information in Sequential Search for Grammatical Optimization Problems.
EUROCAST
Gabriel Kronberger, Michael Kommenda, Stephan M. Winkler, Michael Affenzeller
2014 — conf
Data based prediction of cancer diagnoses using heterogeneous model ensembles: a case study for breast cancer, melanoma, and cancer in the respiratory system.
GECCO (Companion)
Stephan M. Winkler, Michael Affenzeller, Susanne Schaller, Herbert Stekel
2014 — conf
Genetic programming with data migration for symbolic regression.
GECCO (Companion)
Michael Kommenda, Michael Affenzeller, Bogdan Burlacu, Gabriel Kronberger, Stephan M. Winkler
2014 C conf
Identification of a nonlinear PMSM model using symbolic regression and its application to current optimization scenarios.
IECON
Gerd Bramerdorfer, Wolfgang Amrhein, Stephan M. Winkler, Michael Affenzeller
2014 — conf
Sliding Window Symbolic Regression for Detecting Changes of System Dynamics.
GPTP
Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Bogdan Burlacu, Stefan Wagner
2014 J jnl
Using FE Calculations and Data-Based System Identification Techniques to Model the Nonlinear Behavior of PMSMs.
IEEE Trans. Ind. Electron.
Gerd Bramerdorfer, Stephan M. Winkler, Michael Kommenda, Günther Weidenholzer, Siegfried Silber, Gabriel Kronberger, Michael Affenzeller, Wolfgang Amrhein
2013 — conf
An Integrated Clustering and Classification Approach for the Analysis of Tumor Patient Data.
EUROCAST (1)
Stephan M. Winkler, Michael Affenzeller, Herbert Stekel
2013 — conf
Effects of constant optimization by nonlinear least squares minimization in symbolic regression.
GECCO (Companion)
Michael Kommenda, Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2013 — conf
Evolutionary identification of cancer predictors using clustered data: a case study for breast cancer, melanoma, and cancer in the respiratory system.
GECCO (Companion)
Stephan M. Winkler, Michael Affenzeller, Herbert Stekel
2013 — conf
Gaining Deeper Insights in Symbolic Regression.
GPTP
Michael Affenzeller, Stephan M. Winkler, Gabriel Kronberger, Michael Kommenda, Bogdan Burlacu, Stefan Wagner
2013 — conf
Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation.
EUROCAST (1)
Michael Affenzeller, Stephan M. Winkler, Herbert Stekel, Stefan Forstenlechner, Stefan Wagner
2013 — conf
Nonlinear Least Squares Optimization of Constants in Symbolic Regression.
EUROCAST (1)
Michael Kommenda, Michael Affenzeller, Gabriel Kronberger, Stephan M. Winkler
2013 J jnl
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection.
CoRR
Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner
2013 J jnl
On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer.
Int. J. Simul. Process. Model.
Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Stefan Wagner, Viktoria Dorfer, Witold Jacak, Herbert Stekel
2013 — conf
Statistical Analysis of the Relationship between Spots and Structures in Microscopy Images.
EUROCAST (1)
Susanne Schaller, Jaroslaw Jacak, Rene Silye, Stephan M. Winkler
2013 — conf
Visualization of genetic lineages and inheritance information in genetic programming.
GECCO (Companion)
Bogdan Burlacu, Michael Affenzeller, Michael Kommenda, Stephan M. Winkler, Gabriel Kronberger
2012 — ch.
Analysis of Allele Distribution Dynamics in Different Genetic Algorithms.
Recent Advances in Intelligent Engineering Systems
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler, Andreas Beham
2012 — conf
On Text Preprocessing for Opinion Mining Outside of Laboratory Environments.
AMT
Gerald Petz, Michal P. Karpowicz, Harald Fürschuß, Andreas Auinger, Stephan M. Winkler, Susanne Schaller, Andreas Holzinger
2012 — conf
On the architecture and implementation of tree-based genetic programming in HeuristicLab.
GECCO (Companion)
Michael Kommenda, Gabriel Kronberger, Stefan Wagner, Stephan M. Winkler, Michael Affenzeller
2011 — conf
Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based Tumor Marker Modeling.
EUROCAST (1)
Stephan M. Winkler, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda, Stefan Wagner, Witold Jacak, Herbert Stekel
2011 — conf
Analysis of Single-Objective and Multi-Objective Evolutionary Algorithms in Keyword Cluster Optimization.
EUROCAST (1)
Viktoria Dorfer, Stephan M. Winkler, Thomas Kern, Gerald Petz, Patrizia Faschang
2011 — conf
Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation.
GECCO (Companion)
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2011 — conf
Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets.
EUROCAST (1)
Michael Kommenda, Gabriel Kronberger, Christoph Feilmayr, Leonhard Schickmair, Michael Affenzeller, Stephan M. Winkler, Stefan Wagner
2011 — conf
Identification of cancer diagnosis estimation models using evolutionary algorithms: a case study for breast cancer, melanoma, and cancer in the respiratory system.
GECCO (Companion)
Stephan M. Winkler, Michael Affenzeller, Witold Jacak, Herbert Stekel
2011 — conf
On the performance of evolutionary algorithms in biomedical keyword clustering.
GECCO (Companion)
Viktoria Dorfer, Stephan M. Winkler, Thomas Kern, Sophie A. Blank, Gerald Petz, Patrizia Faschang
2011 — conf
The role of data choice in data driven identification for online emission models.
CIVTS
Luigi del Re, Markus Hirsch, Daniel Alberer, Stephan M. Winkler
2010 — conf
Classification of tumor marker values using heuristic data mining methods.
GECCO (Companion)
Stephan M. Winkler, Michael Affenzeller, Witold Jacak, Herbert Stekel
2010 J jnl
Effective allele preservation by offspring selection: an empirical study for the TSP.
Int. J. Simul. Process. Model.
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler
2010 — conf
Structural Versus Evaluation Based Solutions Similarity in Genetic Programming Based System Identification.
NICSO
Stephan M. Winkler
2009 — conf
About the dynamics of essential genetic information: an empirical analysis for selected GA-variants.
GEC Summit
Michael Affenzeller, Andreas Beham, Stefan Wagner, Stephan M. Winkler
2009 A conf
Fine grained population diversity analysis for parallel genetic programming.
IPDPS
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2009 — book
Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications.
Michael Affenzeller, Stephan M. Winkler, Stefan Wagner, Andreas Beham
2009 — ch.
Metaheuristic Optimization.
Hagenberg Research
Michael Affenzeller, Andreas Beham, Monika Kofler, Gabriel Kronberger, Stefan A. Wagner, Stephan M. Winkler
2009 — conf
Model Driven Rapid Prototyping of Heuristic Optimization Algorithms.
EUROCAST
Stefan Wagner, Gabriel Kronberger, Andreas Beham, Stephan M. Winkler, Michael Affenzeller
2009 B conf
On Crossover Success Rate in Genetic Programming with Offspring Selection.
EuroGP
Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2009 — conf
On Structural Identification of 2D Regression Functions for Indoor Bluetooth Localization.
EUROCAST
Rene Mayrhofer, Stephan M. Winkler, Helmut Hlavacs, Michael Affenzeller, Stefan Schneider
2009 — conf
On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms.
EUROCAST
Michael Affenzeller, Stephan M. Winkler, Andreas Beham, Stefan Wagner
2009 — conf
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection.
EUROCAST
Gabriel Kronberger, Stephan M. Winkler, Michael Affenzeller, Andreas Beham, Stefan Wagner
2009 J jnl
Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis.
Genet. Program. Evolvable Mach.
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2009 — conf
Virtual Sensors for Emissions of a Diesel Engine Produced by Evolutionary System Identification.
EUROCAST
Stephan M. Winkler, Markus Hirsch, Michael Affenzeller, Luigi del Re, Stefan Wagner
2008 A conf
A genetic programming approach to solve scheduling problems with parallel simulation.
IPDPS
Andreas Beham, Stephan M. Winkler, Stefan Wagner, Michael Affenzeller
2008 A conf
Fine-grained population diversity estimation for genetic programming based structure identification.
GECCO
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2007 J jnl
Advanced Genetic Programming Based Machine Learning.
J. Math. Model. Algorithms
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2007 — conf
Aspects of adaptation in natural and artificial evolution.
GECCO (Companion)
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler
2007 — conf
Benefits of Plugin-Based Heuristic Optimization Software Systems.
EUROCAST
Stefan Wagner, Stephan M. Winkler, Erik Pitzer, Gabriel Kronberger, Andreas Beham, Roland Braune, Michael Affenzeller
2007 J jnl
Online modelling based on Genetic Programming.
Int. J. Intell. Syst. Technol. Appl.
Stephan M. Winkler, Hajrudin Efendic, Luigi del Re, Michael Affenzeller, Stefan Wagner
2007 — conf
Selection Pressure Driven Sliding Window Behavior in Genetic Programming Based Structure Identification.
EUROCAST
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2007 — conf
Self-adaptive Population Size Adjustment for Genetic Algorithms.
EUROCAST
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler
2006 A conf
Advances in applying genetic programming to machine learning, focussing on classification problems.
IPDPS
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2006 A conf
Sets of receiver operating characteristic curves and their use in the evaluation of multi-class classification.
GECCO
Stephan M. Winkler, Michael Affenzeller, Stefan Wagner
2005 — conf
GA-Selection Revisited from an ES-Driven Point of View.
IWINAC (2)
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler
2005 A conf
Goal-oriented preservation of essential genetic information by offspring selection.
GECCO
Michael Affenzeller, Stefan Wagner, Stephan M. Winkler
2005 — conf
On-Line Modelling Based on Genetic Programming.
ALaRT
Stephan M. Winkler, Hajrudin Efendic, Michael Affenzeller, Luigi del Re, Stefan Wagner