Person

DI (FH) Dr. techn. Michael Kommenda MSc

2018
G. K. Kronberger, M. Kommenda, A. Promberger, F. Nickel - Predicting friction system performance with symbolic regression and genetic programming with factor variables - GECCO '18: Proceedings of the… mehr
2018
G. K. Kronberger, M. Kommenda, E. Lughofer, S. Saminger-Platz, A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Using robust generalized fuzzy modeling and enhanced symbolic regression to model… mehr
2018
S. M. Winkler, M. Affenzeller, S. Winkler, G. K. Kronberger, M. Kommenda, P. Fleck - Similarity-based Analysis of Population Dynamics in Genetic Programming Performing Symbolic Regression in Genetic Programming… mehr
2018
M. Kommenda - Local Optimization and Complexity Control for Symbolic Regression - Phd Thesis, Johannes Kepler Universität, Österreich, 2018, pp. 1-157 mehr
2018
P. Fleck, M. Kommenda, T. Prante, M. Affenzeller - Novel Robustness Measures for Engineering Design Optimisation - International Journal of Simulation and Process Modelling, Vol. 13, No. 4, 2018 mehr
2018
B. Burlacu, M. Affenzeller, M. Kommenda, G. K. Kronberger, S. M. Winkler - Schema Analysis in Tree-based Genetic Programming in Genetic Programming in Theory and Practice XV (Contributions to Book: Part/Chapter/Section… mehr
2018
F. Holzinger, M. Kommenda, E. Strumpf, J. Langer, J. Zenisek, M. Affenzeller - Sensor-based Modeling of Radial Fans - Proceedings of the 30th European Modeling and Simulation Symposium EMSS2018, Budapest,… mehr
2018
P. Fleck, D. Entner, C. Münzer, M. Kommenda, T. Prante, M. Schwarz, M. Hächl, M. Affenzeller - Box-Type Boom Design Using Surrogate Modeling: Introducing an Industrial Optimization Benchmark in Evolutionary… mehr
2017
M. Kommenda, J. Karder, A. Beham, B. Burlacu, G. K. Kronberger, S. Wagner, M. Affenzeller - Optimization Networks for Integrated Machine Learning - Lecture Notes in Computer Science 10671, Las Palmas de… mehr
2017
B. Burlacu, M. Affenzeller, M. Kommenda, G. K. Kronberger, S. M. Winkler - Analysis of Schema Frequencies in Genetic Programming - Lecture Notes in Computer Science 10671, Las Palmas de Gran Canaria, Spanien,… mehr
2017
M. Affenzeller, B. Burlacu, S. M. Winkler, M. Kommenda, G. K. Kronberger, S. Wagner - Offspring Selection Genetic Algorithm Revisited: Improvements in Efficiency by Early Stopping Criteria in the Evaluation… mehr
2017
J. Karder, S. Wagner, A. Beham, M. Kommenda, M. Affenzeller - Towards the Design and Implementation of Optimization Networks in HeuristicLab - GECCO '17: Proceedings of the Genetic and Evolutionary… mehr
2017
M. Affenzeller, S. M. Winkler, B. Burlacu, G. K. Kronberger, M. Kommenda, S. Wagner - Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP variants - GECCO '17:… mehr
2017
G. K. Kronberger, B. Burlacu, M. Kommenda, S. M. Winkler, M. Affenzeller - Measures for the Evaluation and Comparison of Graphical Model Structures - Lecture Notes in Computer Science 10671, Las Palmas… mehr
2016
E. Lughofer, G. K. Kronberger, M. Kommenda, S. Saminger-Platz, A. Promberger, F. Nickel, S. M. Winkler, M. Affenzeller - Robust Fuzzy Modeling and Symbolic Regression for Establishing Accurate and Interpretable… mehr
2016
M. Kommenda, G. K. Kronberger, M. Affenzeller, S. M. Winkler, B. Burlacu - Evolving Simple Symbolic Regression Models by Multi-objective Genetic Programming in Genetic Programming Theory and Practice XIII… mehr
2015
G. K. Kronberger, M. Kommenda - Search Strategies for Grammatical Optimization Problems – Alternatives to Grammar-Guided Genetic Programming in Computational Intelligence and Efficiency in Engineering… mehr
2015
A. Beham, J. Fechter, M. Kommenda, S. Wagner, S. M. Winkler, M. Affenzeller - Optimization Strategies for Integrated Knapsack and Traveling Salesman Problems - Lecture Notes in Computer Science LNCS 9520,… mehr
2015
M. Affenzeller, A. Beham, S. Vonolfen, E. Pitzer, S. M. Winkler, S. Hutterer, M. Kommenda, M. Kofler, G. K. Kronberger, S. Wagner - Simulation-Based Optimization with HeuristicLab in Applied Simulation… mehr
2015
M. Kommenda, A. Beham, M. Affenzeller, G. K. Kronberger - Complexity Measures for Multi-Objective Symbolic Regression - Lecture Notes in Computer Science LNCS 9520, Las Palmas, Gran Canaria, Spanien, 2015,… mehr
2015
M. Kommenda, M. Affenzeller, G. K. Kronberger, B. Burlacu, S. M. Winkler - Multi-Population Genetic Programming with Data Migration for Symbolic Regression in Computational Intelligence and Efficiency… mehr
2015
A. Scheibenpflug, A. Beham, M. Kommenda, J. Karder, S. Wagner, M. Affenzeller - Simplifying Problem Definitions in the HeuristicLab Optimization Environment - Companion Publication of the 2015 Genetic… mehr
2015
M. Kommenda, S. M. Winkler - Parameter Identification for Simulation Models by Heuristic Optimization - Tagungsband FFH 2015, Hagenberg, Österreich, 2015, pp. 5 mehr
2015
B. Burlacu, M. Affenzeller, S. M. Winkler, M. Kommenda, G. K. Kronberger - Methods for Genealogy and Building Blocks Analysis in Genetic Programming in Computational Intelligence and Efficiency in Engineering… mehr
2015
B. Burlacu, M. Kommenda, M. Affenzeller - Building Blocks Identification Based on Subtree Sample Counts for Genetic Programming - Proceedings of the 3rd Asia-Pacific Conference on Computer Aided System… mehr
2015
M. Kommenda, B. Burlacu, R. Holecek, A. Gebeshuber, M. Affenzeller - Heat Treatment Process Parameter Estimation using Heuristic Optimization Algorithms - Proceedings of the 27th European Modeling and… mehr
2015
S. M. Winkler, G. K. Kronberger, M. Kommenda, S. Fink, M. Affenzeller - Dynamics of Predictability and Variable Influences Identified in Financial Data Using Sliding Window Machine Learning - Lecture Notes… mehr
2015
G. K. Kronberger, M. Kommenda, S. M. Winkler, M. Affenzeller - Using Contextual Information in Sequential Search for Grammatical Optimization Problems - Lecture Notes in Computer Science LNCS 9520, Las… mehr
2015
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Sliding Window Symbolic Regression for Detecting Changes of System Dynamics in Genetic Programming Theory and Practice… mehr
2014
M. Kommenda, M. Affenzeller, B. Burlacu, G. K. Kronberger, S. M. Winkler - Genetic Programming with Data Migration for Symbolic Regression - Companion Publication of the 2014 Genetic and Evolutionary Computation… mehr
2014
A. Beham, G. K. Kronberger, J. Karder, M. Kommenda, A. Scheibenpflug, S. Wagner, M. Affenzeller - Integrated Simulation and Optimization in HeuristicLab - Proceedings of the 26th European Modeling and… mehr
2014
A. Beham, J. Karder, G. K. Kronberger, S. Wagner, M. Kommenda, A. Scheibenpflug - Scripting and Framework Integration in Heuristic Optimization Environments - Companion Publication of the 2014 Genetic… mehr
2014
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms… mehr
2014
S. Wagner, G. K. Kronberger, A. Beham, M. Kommenda, A. Scheibenpflug, E. Pitzer, S. Vonolfen, M. Kofler, S. M. Winkler, V. Dorfer, M. Affenzeller - Architecture and Design of the HeuristicLab Optimization… mehr
2014
M. Affenzeller, S. M. Winkler, G. K. Kronberger, M. Kommenda, B. Burlacu, S. Wagner - Gaining Deeper Insights in Symbolic Regression in Genetic Programming Theory and Practice XI (Contributions to Book:… mehr
2013
M. Kommenda, M. Affenzeller, G. K. Kronberger, S. M. Winkler - Nonlinear Least Squares Optimization of Constants in Symbolic Regression - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran… mehr
2013
B. Burlacu, M. Affenzeller, M. Kommenda - On The Evolutionary Behavior of Genetic Programming with Constants Optimization - Lecture Notes in Computer Science LNCS 8111, Las Palmas de Gran Canaria, Spanien,… mehr
2013
G. K. Kronberger, M. Kommenda - Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming - Computer Aided Systems Theory - EUROCAST 2013, Las Palmas de Gran Canaria,… mehr
2013
B. Burlacu, M. Affenzeller, M. Kommenda, S. M. Winkler, G. K. Kronberger - Visualization of Genetic Lineages and Inheritance Information in Genetic Programming - Companion Publication of the 2013 Genetic… mehr
2013
M. Kommenda, G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner - Effects of Constant Optimization by Nonlinear Least Squares Minimization in Symbolic Regression - Companion Publication of the… mehr
2013
G. K. Kronberger, M. Kommenda, S. Wagner, H. Dobler - GPDL: A Framework-Independent Problem Definition Language for Grammar Guided Genetic Programming - Companion Publication of the 2013 Genetic and Evolutionary… mehr
2013
R. Rid, W. Strasser, D. Siegl, C. Frech, M. Kommenda, T. Kern, H. Hintner, J. W. Bauer, K. Oender - PRIMOS: An Integrated Database of Reassessed Protein–Protein Interactions Providing Web-Based Access… mehr
2013
S. Vonolfen, A. Beham, M. Kommenda, M. Affenzeller - Structural Synthesis of Dispatching Rules for Dynamic Dial-a-ride Problems - Computer Aided Systems Theory - EUROCAST 2013, Las Palmas de Gran Canaria,… mehr
2012
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based… mehr
2012
M. Kommenda, G. K. Kronberger, S. Wagner, S. M. Winkler, M. Affenzeller - On the Architecture and Implementation of Tree-based Genetic Programming in HeuristicLab - Companion Publication of the 2012 Genetic… mehr
2012
A. Zavoianu, G. K. Kronberger, M. Kommenda, D. Zaharie, M. Affenzeller - Improving the Parsimony of Regression Models for an Enhanced Genetic Programming Process - LECTURE NOTES IN COMPUTER SCIENCE, Vol.… mehr
2012
M. Kommenda, G. K. Kronberger, C. Feilmayr, L. Schickmair, M. Affenzeller, S. M. Winkler, S. Wagner - Application of Symbolic Regression on Blast Furnace and Temper Mill Datasets - LECTURE NOTES IN COMPUTER… mehr
2012
M. Affenzeller, S. M. Winkler, S. Forstenlechner, G. K. Kronberger, M. Kommenda, S. Wagner, H. Stekel - Enhanced Confidence Interpretations of GP-based Ensemble Modeling Results - Proceedings of the 24th… mehr
2012
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Variable Interaction Networks in Medical Data - Proceedings of the 24th European Modeling and Simulation Symposium… mehr
2012
B. Burlacu, M. Affenzeller, M. Kommenda, S. M. Winkler, G. K. Kronberger - Evolution Tracking in Genetic Programming - Proceedings of the 24th European Modeling and Simulation Symposium EMSS 2012, Vienna,… mehr
2012
G. K. Kronberger, S. Wagner, M. Kommenda, A. Beham, A. Scheibenpflug, M. Affenzeller - Knowledge Discovery through Symbolic Regression with HeuristicLab - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 7524,… mehr
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Analysis of Selected Evolutionary Algorithms in Feature Selection and Parameter Optimization for Data Based… mehr
2011
S. Wagner, A. Beham, G. K. Kronberger, M. Kommenda, E. Pitzer, M. Kofler, S. Vonolfen, S. M. Winkler, V. Dorfer, M. Affenzeller - HeuristicLab 3.3: Ein erweiterbares und flexibles Softwaresystem für heuristische… mehr
2011
G. K. Kronberger, S. Fink, M. Kommenda, M. Affenzeller - Macro-economic Time Series Modeling and Interaction Networks - LECTURE NOTES IN COMPUTER SCIENCE, Vol. 6625, No. 1, 2011, pp. 101-110 mehr
2011
G. K. Kronberger, M. Affenzeller, M. Kommenda - Overfitting Detection and Adaptive Covariant Parsimony Pressure for Symbolic Regression - Proceedings of the Genetic and Evolutionary Computation Conference… mehr
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - Data Based Identification of Estimation Models for Tumor Markers Using Evolutionary Computation - Proceedings… mehr
2011
S. M. Winkler, M. Affenzeller, G. K. Kronberger, M. Kommenda, S. Wagner, W. Jacak, H. Stekel - On the Use of Estimated Tumor Marker Classifications in Tumor Diagnosis Prediction - A Case Study for Breast… mehr
2010
M. Kommenda, G. K. Kronberger, M. Affenzeller, S. M. Winkler, C. Feilmayr, S. Wagner - Symbolic Regression with Sampling - 22nd European Modeling and Simulation Symposium EMSS 2010, Fes, Marokko, 2010,… mehr
2010
G. K. Kronberger, S. M. Winkler, M. Affenzeller, M. Kommenda, S. Wagner - Effects of Mutation Before and After Offspring Selection in Genetic Programming for Symbolic Regression - 22nd European Modeling… mehr
2010
S. Wagner, A. Beham, G. K. Kronberger, M. Kommenda, E. Pitzer, M. Kofler, S. Vonolfen, S. M. Winkler, V. Dorfer, M. Affenzeller - HeuristicLab 3.3: A unified approach to metaheuristic optimization - Actas… mehr
2010
S. M. Winkler, M. Affenzeller, S. Wagner, G. K. Kronberger, M. Kommenda - Analyse der Strukturellen Ähnlichkeit von Mathematischen Modellen im Zusammenhang mit Genetischer Programmierung - Tagungsband… mehr
2009
C. Frech, M. Kommenda, V. Dorfer, T. Kern, H. Hintner, J. W. Bauer, K. Oender - Improved Homology-driven Computational Validation of Protein-Protein Interactions Based on Evolutionary Gene Duplication… mehr
2009
T. Kern, M. Kommenda, V. Dorfer, J. W. Bauer, K. Oender - PRIMOS: AN INTEGRATED PLATFORM FOR EXPLORING PROTEIN-PROTEIN INTERACTIONS - Proceedings of 21st European Modeling and Simulation Symposium EMSS… mehr
2009
M. Kommenda, G. K. Kronberger, S. M. Winkler, M. Affenzeller, S. Wagner, L. Schickmair, B. Lindner - Application of Genetic Programming on Temper Mill Datasets - Proceedings of the IEEE 2nd International… mehr
2009
G. K. Kronberger, C. Feilmayr, M. Kommenda, S. M. Winkler, M. Affenzeller, T. Buergler - System Identification of Blast Furnace Processes with Genetic Programming - Proceedings of the IEEE 2nd International… mehr
2008
M. Kommenda, C. Frech, V. Dorfer, T. Kern, J. W. Bauer, K. Oender - Integration und Bereinigung von Protein-Protein-Interaktionsdaten - Proceedings of FFH2008 Fachhochschul Forschungs Forum, Wels, Österreich,… mehr
2007
W. Strasser, T. Kern, C. Frech, M. Kommenda, J. W. Bauer, K. Oender - Integration und Bereinigung von Protein-Protein-Interaktionsdaten - ISMB/ECCB 2007 Conference Proceedings, Wien, Österreich, 2007,… mehr
2014
Ziel dieses Projekts ist die Entwicklung innovativer Optimierungsalgorithmen, um durch ganzheitliche Modellierung und Optimierung von wechselseitig abhängigen Teilprozessen zusätzliches Optimierungspotential… mehr
2010
HeuristicLab is an open source system for heuristic optimization that features several metaheuristic optimization algorithms (e.g., genetic algorithms, genetic programming, evolution strategies, tabu search,… mehr
2008
In vielen Bereichen der erzeugenden Industrie ergeben sich Problemstellungen, die mit klassischen Methoden der Mathematik und Informatik nicht zufriedenstellend gelöst werden können. Repräsentativ hierfür… mehr
2003
Den menschlichen Körper und seine interzellularen Prozesse zu verstehen, detailliertes Wissen über Gesundheit und Krankheit zu erhalten und bessere Diagnose- und Behandlungsmöglichkeiten zu entwickeln… mehr