Genetic Programming Bibliography entries for Stefan Wagner

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GP coauthors/coeditors: Michael Affenzeller, Stephan M Winkler, Andreas Beham, Stefan Forstenlechner, Gabriel Kronberger, Michael Kommenda, Herbert Stekel, Bogdan Burlacu, Dirk V Arnold, Mengjie Zhang, Ryan J Urbanowicz, Muhammad Iqbal, Kamran Shafi, Forrest Stonedahl, William Michael Rand, Tea Tusar, Boris Naujoks, David Walker, Richard Everson, Jonathan E Fieldsend, Zhun Fan, Yaochu Jin, Hod Lipson, Erik Goodman, Alexandru-Adrian Tantar, Emilia Tantar, Peter A N Bosman, Kent McClymont, Kevin Sim, Gabriela Ochoa, Ed Keedwell, Anna Esparcia-Alcazar, Frank William Moore, Jaume Bacardit, Ignacio Arnaldo Lucas, Kalyan Veeramachaneni, Una-May O'Reilly, Stephen L Smith, Stefano Cagnoni, Robert M Patton, Steven M Gustafson, Ekaterina (Katya) Vladislavleva, John R Woodward, Jerry Swan, Earl Barr, Krzysztof Krawiec, Chris Simons, John A Clark, Dirk Sudholt, Aniko Ekart, Carola Doerr, Anne Auger, Christian Blum, Enrique Alba, Thomas Bartz-Beielstein, Daniele Loiacono, Francisco Luna, Joern Mehnen, Mike Preuss, Leonardo Vanneschi, Emma Hart, Bernd Bischl, Dimo Brockhoff, Nikolaus Hansen, Olaf Mersmann, Petr Posik, Heike Trautmann, Gisele L Pappa, Miguel Vega-Rodriguez, Jose M Chaves-Gonzalez, David L Gonzalez-Alvarez, Sergio Santander-Jimenez, Lee Spector, Maarten Keijzer, Kenneth L Holladay, Monika Kofler, Leonhard Schickmair, Benjamin Lindner, Andreas Scheibenpflug, Heinz Dobler, Anabela Simoes, William B Langdon, David Robert White, Justyna Petke, Nur Zincir-Heywood, Jose Santos, Julia Handl, Amarda Shehu, Karthik Kuber, Masaya Nakata, Daniel R Tauritz, Manuel Lopez-Ibanez, Youhei Akimoto, Abraham Prieto, Nicolas Bredeche, Evert Haasdijk, James Smith, Colin G Johnson, Alberto Moraglio, Michael O'Neill, Nikhil Padhye, Aaron Baughman, Stefan Van Der Stock, Michael Perlitz, Jonathan Jesneck, Matthew R Hyde, Alexandre Chotard, Verena Heidrich-Meisner, Rick L Riolo, Stephane Doncieux, Jean-Baptiste Mouret, Albert Orriols-Puig, Francisco Fernandez de Vega, Carlos Cotta, Sherri Goings, Alison A Motsinger, Katya Rodriguez-Vazquez, Jason H Moore, Erik Pitzer, Stefan Vonolfen, Viktoria Dorfer, Hajrudin Efendic, Luigi del Re, Witold Jacak,

Genetic Programming Articles by Stefan Wagner

  1. 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

  2. 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

  3. 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

  4. 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 Stefan Wagner

Genetic Programming PhD doctoral thesis Stefan Wagner

Genetic Programming Conference proceedings edited by Stefan Wagner

  1. Gisele Pappa and Anabela Simoes and Dirk Sudholt and W. B. Langdon and David R. White and Justyna Petke and Frank W. Moore and Nur Zincir-Heywood and Jose Santos and Julia Handl and Amarda Shehu and David Walker and Richard Everson and Jonathan Fieldsend and Karthik Kuber and Masaya Nakata and Kamran Shafi and John Woodward and Daniel Tauritz and Manuel Lopez-Ibanez and Stefan Wagner and Michael Affenzeller and Youhei Akimoto and Anne Auger and Dimo Brockhoff and Nikolaus Hansen and Olaf Mersmann and Petr Posik and Tea Tusar and Boris Naujoks and Abraham Prieto and Nicolas Bredeche and Evert Haasdijk and Chris Simons and Jerry Swan and Krzysztof Krawiec and Jim Smith and Colin Johnson and Alberto Moraglio and Michael O'Neill and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton editors, GECCO Companion '15: Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. Madrid, Spain, 2015. details

  2. Dirk Arnold and Mengjie Zhang and Ryan Urbanowicz and Muhammad Iqbal and Kamran Shafi and Forrest Stonedahl and William Rand and Tea Tusar and Boris Naujoks and David Walker and Richard Everson and Jonathan Fieldsend and Stefan Wagner and Michael Affenzeller and Zhun Fan and Yaochu Jin and Hod Lipson and Erik Goodman and Alexandru-Adrian Tantar and Emilia Tantar and Peter A. N. Bosman and Kent McClymont and Kevin Sim and Gabriela Ochoa and Ed Keedwell and Anna I Esparcia-Alcazar and Frank W. Moore and Jaume Bacardit and Ignacio Arnaldo and Kalyan Veeramachaneni and Una-May O'Reilly and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Steven Gustafson and Ekaterina Vladislavleva and John Woodward and Jerry Swan and Earl Barr and Krzysztof Krawiec and Chris Simons and John Clark and Dirk Sudholt and Anna Esparcia and Aniko Ekart and Carola Doerr and Anne Auger editors, GECCO Comp '14: Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion. Vancouver, BC, Canada, 2014. details

  3. 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. Amsterdam, The Netherlands, 2013. details

  4. Bill Rand and Alexandru-Adrian Tantar and Emilia Tantar and Peter A. N. Bosman and Nikhil Padhye and Aaron Baughman and Stefan Van Der Stock and Michael Perlitz and Steven M. Gustafson and Jonathan Jesneck and Gisele L. Pappa and John Woodward and Matthew R. Hyde and Jerry Swan and Stefan Wagner and Michael Affenzeller and Anne Auger and Alexandre Chotard and Nikolaus Hansen and Verena Heidrich-Meisner and Olaf Mersmann and Petr Posik and Mike Preuss and Forrest Stonedahl and Rick Riolo and Stephane Doncieux and Yaochu Jin and Jean-Baptiste Mouret and Daniele Loiacono and Albert Orriols-Puig and Ryan Urbanowicz and Kent McClymont and Ed Keedwell and Richard Everson and Jonathan Fieldsend and David Walker and F. Fernandez de Vega and Carlos Cotta and Steven Gustafson and Ekaterina Vladislavleva and Stephen L. Smith and Stefano Cagnoni and Robert M. Patton and Sherri Goings and Alison Motsinger-Reif and Katya Rodriguez and Christian Blum and Gabriela Ochoa and Jason H. Moore editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion. Philadelphia, Pennsylvania, USA, 2012. details

Genetic Programming conference papers by Stefan Wagner

  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. 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

  3. Gabriel Kronberger and Michael Kommenda and Stefan Wagner and Heinz Dobler. GPDL: a framework-independent problem definition language for grammar-guided 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 1333-1340, Amsterdam, The Netherlands, 2013. ACM. details

  4. 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

  5. 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

  6. 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

  7. Gabriel Kronberger and Stefan Wagner and Michael Kommenda and Andreas Beham and Andreas Scheibenpflug and Michael Affenzeller. Knowledge Discovery through Symbolic Regression with HeuristicLab. In Bettina Berendt and Myra Spiliopoulou editors, Conference booklet ECML-PKDD 2012, volume 7524, pages 824-827, Bristol UK, 2012. Springer. Demo Spotlights. details

  8. 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

  9. 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

  10. 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

  11. Stefan Wagner and Gabriel Kronberger. Algorithm and experiment design with heuristiclab: an open source optimization environment for research and education. In Darrell Whitley editor, GECCO 2011 Tutorials, pages 1411-1438, Dublin, Ireland, 2011. ACM. details

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. Monika Kofler and Andreas Beham and Stefan Wagner and Michael Affenzeller. Evaluation of Dispatching Strategies for the Optimization of a Real-World Production Plant. In 2nd Symposium on International Logistics and Industrial Informatics, LINDI 2009, pages 1-6, 2009. details

  18. 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

  19. 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

  20. 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

  21. 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

Genetic Programming book chapters by Stefan Wagner

Genetic Programming technical reports by Stefan Wagner