Genetic Programming Bibliography entries for Stephan M Winkler

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GP coauthors/coeditors: Michael Affenzeller, Stefan Wagner, Andreas Beham, Stefan Forstenlechner, Gabriel Kronberger, Michael Kommenda, Herbert Stekel, Bogdan Burlacu, Gerd Bramerdorfer, Guenther Weidenholzer, Siegfried Silber, Wolfgang Amrhein, J Manuel Colmenar, Esther Maqueda, Marta Botella, Jose Ignacio Hidalgo Perez, Luigi del Re, Peter Langthaler, Christian Furtmueller, Markus Hirsch, Daniel Alberer, Viktoria Dorfer, Sergey Maltsev, Stephan Dreiseitl, Karl Mechtler, Leonhard Schickmair, Benjamin Lindner, Christoph Feilmayr, Thomas Burgler, Sergio Luengo, David F Barrero, Bonifacio Castano, Jose Manuel Velasco Cabo, Oscar Garnica, J Lanchares, Jose Antonio Rubio, Andreas Scheibenpflug, Erik Pitzer, Stefan Vonolfen, Monika Kofler, Hajrudin Efendic, Witold Jacak, Susanne Schaller,

Genetic Programming Articles by Stephan M Winkler

  1. Gerd Bramerdorfer and Stephan M. Winkler and Michael Kommenda and Guenther Weidenholzer and Siegfried Silber and Gabriel Kronberger and Michael Affenzeller and Wolfgang Amrhein. Using FE Calculations and Data-Based System Identification Techniques to Model the Nonlinear Behavior of PMSMs. IEEE Transactions on Industrial Electronics, 61(11):6454-6462, 2014. details

  2. Stephan M. Winkler and Michael Affenzeller and Gabriel Kronberger and Michael Kommenda and Stefan Wagner and Viktoria Dorfer and Witold Jacak and Herbert Stekel. On the use of estimated tumour marker classifications in tumour diagnosis prediction - a case study for breast cancer. International Journal of Simulation and Process Modelling, 8(1):29-41, 2013. details

  3. Michael Affenzeller and Stefan Wagner and Stephan M. Winkler. Effective allele preservation by offspring selection: an empirical study for the TSP. Int. J. of Simulation and Process Modelling, 6(1):29-39, 2010. details

  4. Stephan M. Winkler and Michael Affenzeller and Stefan Wagner. Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis. Genetic Programming and Evolvable Machines, 10(2):111-140, 2009. details

  5. Stephan Winkler and Hajrudin Efendic and Luigi Del Re and Michael Affenzeller and Stefan Wagner. Online modelling based on Genetic Programming. International Journal of Intelligent Systems Technologies and Applications, 2(2/3):255-270, 2007. details

Genetic Programming Books by Stephan M Winkler

Genetic Programming PhD doctoral thesis Stephan M Winkler

Genetic Programming conference papers by Stephan M Winkler

  1. Michael Affenzeller and Stephan M. Winkler and Bogdan Burlacu and Gabriel Kronberger and Michael Kommenda and Stefan Wagner. Dynamic Observation of Genotypic and Phenotypic Diversity for Different Symbolic Regression GP Variants. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, pages 1553-1558, Berlin, Germany, 2017. ACM. details

  2. J. Manuel Colmenar and Stephan M. Winkler and Gabriel Kronberger and Esther Maqueda and Marta Botella and J. Ignacio Hidalgo. Predicting Glycemia in Diabetic Patients By Evolutionary Computation and Continuous Glucose Monitoring. In Tobias Friedrich and Frank Neumann and Andrew M. Sutton and Martin Middendorf and Xiaodong Li and Emma Hart and Mengjie Zhang and Youhei Akimoto and Peter A. N. Bosman and Terry Soule and Risto Miikkulainen and Daniele Loiacono and Julian Togelius and Manuel Lopez-Ibanez and Holger Hoos and Julia Handl and Faustino Gomez and Carlos M. Fonseca and Heike Trautmann and Alberto Moraglio and William F. Punch and Krzysztof Krawiec and Zdenek Vasicek and Thomas Jansen and Jim Smith and Simone Ludwig and JJ Merelo and Boris Naujoks and Enrique Alba and Gabriela Ochoa and Simon Poulding and Dirk Sudholt and Timo Koetzing editors, GECCO '16 Companion: Proceedings of the Companion Publication of the 2016 Annual Conference on Genetic and Evolutionary Computation, pages 1393-1400, Denver, Colorado, USA, 2016. ACM. details

  3. Sergio Luengo and Stephan Winkler and David F. Barrero and Bonifacio Castano. Optimization of Trading Rules for the Spanish Stock Market by Genetic Programming. In Moonis Ali and Young Sig Kwon and Chang-Hwan Lee and Juntae Kim and Yongdai Kim editors, Current Approaches in Applied Artificial Intelligence - 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Seoul, South Korea, June 10-12, 2015, Proceedings, volume 9101, pages 623-634, 2015. Springer. details

  4. J. Manuel Velasco and Stephan Winkler and J. Ignacio Hidalgo and Oscar Garnica and Juan Lanchares and J. Manuel Colmenar and Esther Maqueda and Marta Botella and Jose-Antonio Rubio. Data-Based Identification of Prediction Models for Glucose. In Stephen L. Smith and Stefano Cagnoni and Robert M. Patton editors, GECCO 2015 Medical Applications of Genetic and Evolutionary Computation (MedGEC'15) Workshop, pages 1327-1334, Madrid, Spain, 2015. ACM. details

  5. Michael Kommenda and Gabriel Kronberger and Michael Affenzeller and Stephan Winkler and Bogdan Burlacu. Evolving Simple Symbolic Regression Models by Multi-objective Genetic Programming. In Rick Riolo and William P. Worzel and M. Kotanchek and A. Kordon editors, Genetic Programming Theory and Practice XIII, Ann Arbor, USA, 2015. Springer. details

  6. Viktoria Dorfer and Sergey Maltsev and Stephan Dreiseitl and Karl Mechtler and Stephan M. Winkler. A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda. In Stephen L. Smith and Stefano Cagnoni and Robert M. Patton editors, GECCO 2015 Medical Applications of Genetic and Evolutionary Computation (MedGEC'15) Workshop, pages 1335-1341, Madrid, Spain, 2015. ACM. details

  7. Stephan M. Winkler and Michael Affenzeller and Gabriel Kronberger and Michael Kommenda and Bogdan Burlacu and Stefan Wagner. Sliding Window Symbolic Regression for Detecting Changes of System Dynamics. In Rick Riolo and William P. Worzel and Mark Kotanchek editors, Genetic Programming Theory and Practice XII, pages 91-107, Ann Arbor, USA, 2014. Springer. details

  8. Stephan M. Winkler and Michael Affenzeller and Susanne Schaller and Herbert Stekel. Data based prediction of cancer diagnoses using heterogeneous model ensembles: a case study for breast cancer, melanoma, and cancer in the respiratory system. In Stephen L. Smith and Stefano Cagnoni and Robert M. Patton editors, GECCO 2014 Workshop on Medical Applications of Genetic and Evolutionary Computation (MedGEC), pages 1337-1344, Vancouver, BC, Canada, 2014. ACM. details

  9. Michael Kommenda and Michael Affenzeller and Bogdan Burlacu and Gabriel Kronberger and Stephan M. Winkler. Genetic programming with data migration for symbolic regression. In Steven Gustafson and Ekaterina Vladislavleva editors, GECCO 2014 Workshop on Symbolic Regression and Modelling, pages 1361-1366, Vancouver, BC, Canada, 2014. ACM. details

  10. Gerd Bramerdorfer and Wolfgang Amrhein and Stephan M. Winkler and Michael Affenzeller. Identification of a nonlinear PMSM model using symbolic regression and its application to current optimization scenarios. In 40th Annual Conference of the IEEE Industrial Electronics Society, IECON 2014, pages 628-633, 2014. details

  11. Stephan M. Winkler and Michael Affenzeller and Herbert Stekel. Evolutionary identification of cancer predictors using clustered data: a case study for breast cancer, melanoma, and cancer in the respiratory system. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 1463-1470, Amsterdam, The Netherlands, 2013. ACM. details

  12. Michael Kommenda and Gabriel Kronberger and Stephan Winkler and Michael Affenzeller and Stefan Wagner. Effects of constant optimization by nonlinear least squares minimization in symbolic regression. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 1121-1128, Amsterdam, The Netherlands, 2013. ACM. details

  13. Bogdan Burlacu and Michael Affenzeller and Michael Kommenda and Stephan Winkler and Gabriel Kronberger. Visualization of genetic lineages and inheritance information in genetic programming. In Christian Blum and Enrique Alba and Thomas Bartz-Beielstein and Daniele Loiacono and Francisco Luna and Joern Mehnen and Gabriela Ochoa and Mike Preuss and Emilia Tantar and Leonardo Vanneschi and Kent McClymont and Ed Keedwell and Emma Hart and Kevin Sim and Steven Gustafson and Ekaterina Vladislavleva and Anne Auger and Bernd Bischl and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Heike Trautmann and Muhammad Iqbal and Kamran Shafi and Ryan Urbanowicz and Stefan Wagner and Michael Affenzeller and David Walker and Richard Everson and Jonathan Fieldsend and Forrest Stonedahl and William Rand and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Gisele L. Pappa and John Woodward and Jerry Swan and Krzysztof Krawiec and Alexandru-Adrian Tantar and Peter A. N. Bosman and Miguel Vega-Rodriguez and Jose M. Chaves-Gonzalez and David L. Gonzalez-Alvarez and Sergio Santander-Jimenez and Lee Spector and Maarten Keijzer and Kenneth Holladay and Tea Tusar and Boris Naujoks editors, GECCO '13 Companion: Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, pages 1351-1358, Amsterdam, The Netherlands, 2013. ACM. details

  14. Michael Affenzeller and Stephan M. Winkler and Herbert Stekel and Stefan Forstenlechner and Stefan Wagner. Improving the Accuracy of Cancer Prediction by Ensemble Confidence Evaluation. In Roberto Moreno-Diaz and Franz Pichler and Alexis Quesada-Arencibia editors, Computer Aided Systems Theory - EUROCAST 2013, volume 8111, pages 316-323, Las Palmas de Gran Canaria, Spain, 2013. Springer. Revised Selected Papers, Part I. details

  15. S. Wagner and G. Kronberger and A. Beham and M. Kommenda and A. Scheibenpflug and E. Pitzer and S. Vonolfen and M. Kofler and S. Winkler and V. Dorfer and M. Affenzeller. Architecture and Design of the HeuristicLab Optimization Environment. In Robin Braun and Zenon Chaczko and Franz Pichler editors, First Australian Conference on the Applications of Systems Engineering, ACASE, volume 6, pages 197-261, Sydney, Australia, 2012. Springer International Publishing. Selected and updated papers. details

  16. Michael Kommenda and Gabriel Kronberger and Stefan Wagner and Stephan Winkler and Michael Affenzeller. On the architecture and implementation of tree-based genetic programming in HeuristicLab. In Stefan Wagner and Michael Affenzeller editors, GECCO 2012 Evolutionary Computation Software Systems (EvoSoft), pages 101-108, Philadelphia, Pennsylvania, USA, 2012. ACM. details

  17. Bogdan Burlacu and Michael Affenzeller and Michael Kommenda and Stephan M. Winkler and Gabriel Kronberger. Evolution Tracking in Genetic Programming. In Emilio Jimenez and Boris Sokolov editors, The 24th European Modeling and Simulation Symposium, EMSS 2012, Vienna, Austria, 2012. details

  18. Michael Affenzeller and Stephan M. Winkler and Stefan Forstenlechner and Gabriel Kronberger and Michael Kommenda and Stefan Wagner and Herbert Stekel. Enhanced Confidence Interpretations of GP Based Ensemble Modeling Results. In Emilio Jimenez and Boris Sokolov editors, The 24th European Modeling and Simulation Symposium, EMSS 2012, pages 340-345, Vienna, Austria, 2012. details

  19. Luigi del Re and Markus Hirsch and Daniel Alberer and Stephan Winkler. The role of data choice in data driven identification for online emission models. In IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS 2011), pages 46-51, Paris, 2011. details

  20. Stephan M. Winkler and Michael Affenzeller and Stefan Wagner. Analysis of the effects of enhanced selection concepts for genetic programming based structure identification using fine-grained population diversity estimation. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 195-196, Dublin, Ireland, 2011. ACM. details

  21. Stephan M. Winkler and Michael Affenzeller and Witold Jacak and Herbert Stekel. Identification of cancer diagnosis estimation models using evolutionary algorithms: a case study for breast cancer, melanoma, and cancer in the respiratory system. In Stephen L. Smith and Stefano Cagnoni and Robert Patton editors, GECCO 2011 Medical applications of genetic and evolutionary computation (MedGEC), pages 503-510, Dublin, Ireland, 2011. ACM. details

  22. Stephan M. Winkler and Michael Affenzeller and Witold Jacak and Herbert Stekel. Classification of tumor marker values using heuristic data mining methods. In Stephen L Smith and Stefano Cagnoni and Robert Patton editors, GECCO 2010 Medical applications of genetic and evolutionary computation (MedGEC), pages 1915-1922, Portland, Oregon, USA, 2010. ACM. details

  23. Gabriel K. Kronberger and Stephan M. Winkler and Michael Affenzeller and Michael Kommenda and Stefan Wagner. Effects of Mutation before and after offspring selection in genetic programming for symbolic regression. In Agostino Bruzzone and Claudia Frydman editors, 22nd European Modeling \& Simulation Symposium (Simulation in Industry), EMSS 2010, Fes, Morocco, 2010. details

  24. Stephan M. Winkler. Structural Versus Evaluation Based Solutions Similarity in Genetic Programming Based System Identification. In Juan Ram\'on Gonz\'alez and David A. Pelta and Carlos Cruz and Germ\'an Terrazas and Natalio Krasnogor editors, Nature Inspired Cooperative Strategies for Optimization, NICSO 2010, volume 284, pages 269-282, Granada, Spain, 2010. Springer. details

  25. Gabriel Kronberger and Stephan M. Winkler and Michael Affenzeller and Andreas Beham and Stefan Wagner. On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection. In Roberto Moreno-D\'iaz and Franz Pichler and Alexis Quesada-Arencibia editors, 12th International Conference on Computer Aided Systems Theory, EUROCAST 2009, volume 5717, pages 793-800, Las Palmas de Gran Canaria, Spain, 2009. Springer. Revised Selected Papers. details

  26. Stephan M. Winkler and Michael Affenzeller and Stefan Wagner. Fine grained population diversity analysis for parallel genetic programming. In IEEE International Symposium on Parallel Distributed Processing, IPDPS 2009, pages 1-8, Rome, 2009. details

  27. Gabriel Kronberger and Stephan Winkler and Michael Affenzeller and Stefan Wagner. On Crossover Success Rate in Genetic Programming with Offspring Selection. In Leonardo Vanneschi and Steven Gustafson and Alberto Moraglio and Ivanoe De Falco and Marc Ebner editors, Proceedings of the 12th European Conference on Genetic Programming, EuroGP 2009, volume 5481, pages 232-243, Tuebingen, 2009. Springer. details

  28. Gabriel Kronberger and Christoph Feilmayr and Michael Kommenda and Stephan Winkler and Michael Affenzeller and Thomas Burgler. System Identification of Blast Furnace Processes with Genetic Programming. In 2nd International Symposium on Logistics and Industrial Informatics, LINDI 2009, pages 1-6, Linz, Austria, 2009. details

  29. Michael Kommenda and Gabriel Kronberger and Stephan Winkler and Michael Affenzeller and Stefan Wagner and Leonhard Schickmair and Benjamin Lindner. Application of Genetic Programming on Temper Mill Datasets. In 2nd International Conference on Logistics and Industrial Informatics, LINDI 2009, pages 1-5, 2009. details

  30. Stephan M. Winkler and Michael Affenzeller and Stefan Wagner. Fine-grained population diversity estimation for genetic programming based structure identification. In Maarten Keijzer and Giuliano Antoniol and Clare Bates Congdon and Kalyanmoy Deb and Benjamin Doerr and Nikolaus Hansen and John H. Holmes and Gregory S. Hornby and Daniel Howard and James Kennedy and Sanjeev Kumar and Fernando G. Lobo and Julian Francis Miller and Jason Moore and Frank Neumann and Martin Pelikan and Jordan Pollack and Kumara Sastry and Kenneth Stanley and Adrian Stoica and El-Ghazali Talbi and Ingo Wegener editors, GECCO '08: Proceedings of the 10th annual conference on Genetic and evolutionary computation, pages 1435-1436, Atlanta, GA, USA, 2008. ACM. details

  31. Andreas Beham and Stephan Winkler and Stefan Wagner and Michael Affenzeller. A genetic programming approach to solve scheduling problems with parallel simulation. In IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, pages 1-5, 2008. details

  32. S. M. Winkler and M. Affenzeller and S. Wagner. Advances in applying genetic programming to machine learning, focussing on classification problems. In 20th International Parallel and Distributed Processing Symposium, IPDPS 2006, page 8 pp.?, Rhodes Island, 2006. IEEE. details

  33. Stephan M. Winkler and Michael Affenzeller and Stefan Wagner. Using Enhanced Genetic Programming Techniques for Evolving Classifiers in the Context of Medical Diagnosis - An Empirical Study. In Stephen L Smith and Stefano Cagnoni and Jano van Hemert editors, MedGEC 2006 GECCO Workshop on Medical Applications of Genetic and Evolutionary Computation, Seattle, WA, USA, 2006. details

  34. Luigi Del Re and Peter Langthaler and Christian Furtmueller and Stephan Winkler and Michael Affenzeller. NOx Virtual Sensor Based on Structure Identification and Global Optimization. In SAE 2005 World Congress \& Exhibition, page Paper Number: 2005, Detroit, Michigan, United States, 2005. details

Genetic Programming book chapters by Stephan M Winkler