Publications

@inproceedings{Bara06b,

title = {The impact of group reputation in multiagent environments},

author = {Bastian Baranski and Thomas Bartz-Beielstein and Rüdiger Ehlers and Thusithan Kajendran and Björn Kosslers and Jörn Mehnen and Tomasz Polazek and Ralf Reimholz and Jens Schmidt and Karlheinz Schmitt and Danny Seis and Rafael Slodzinski and Simon Steeg and Nils Wiemann and Marc Zimmermann},

editor = {D. Fogel and others},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},

pages = {1224--1231},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {multiagent},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bara06a,

title = {Advanced strategy representations for the iterated prisoner's dilemma},

author = {Bastian Baranski and Thomas Bartz-Beielstein and Rüdiger Ehlers and Thusithan Kajendran and Björn Kosslers and Jörn Mehnen and Tomasz Polazek and Ralf Reimholz and Jens Schmidt and Karlheinz Schmitt and Danny Seis and Rafael Slodzinski and Simon Steeg and Nils Wiemann and Marc Zimmermann},

year  = {2006},

date = {2006-01-01},

booktitle = {Proceedings EURO XXI Conference 2006. 21st European Conference on Operational Research},

note = {(CD--ROM)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06g,

title = {Neyman-Pearson Theory of Testing and Mayo's Extensions in Evolutionary Computing},

author = {Thomas Bartz-Beielstein},

editor = {Alan Chalmers and David. R. Cox and Clark Glymour and Deborah Mayo and A. Spanos},

year  = {2006},

date = {2006-01-01},

booktitle = {First Symposium on Philosophy, History, and Methodology of E.R.R.O.R: Experimental Reasoning, Reliability, Objectivity and Rationality: Induction, Statistics, and Modeling. Virginia Tech, Blacksburg, },

keywords = {Evolutionary Algorithm, evolutionary computation, Neyman-Pearson},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06e,

title = {Optimizing door assignment in LTL-terminals by evolutionary multiobjective algorithms},

author = {Thomas Bartz-Beielstein and Annette Chmielewski and Michael Janas and Boris Naujoks and Robert Scheffermann},

editor = {D. Fogel},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. 2006 Congress on Evolutionary Computation (CEC'06) within Fourth IEEE World Congress on Computational Intelligence (WCCI'06), Vancouver BC},

pages = {348-354},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {evolution, Evolutionary Algorithm, multi-objective, optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06h,

title = {Investigation of One-Go Evolution Strategy/Quasi-Newton Hybridizations},

author = {Thomas Bartz-Beielstein and Mike Preuss and Günter Rudolph},

editor = {Blesa Aguilera },

year  = {2006},

date = {2006-01-01},

booktitle = {Proceedings Third International Workshop Hybrid Metaheuristics (HM'06)},

volume = {4030/2006},

pages = {178--191},

publisher = {Springer},

address = {Berlin, Heidelberg, New York},

series = {Lecture Notes in Computer Science},

keywords = {Evolutionary Algorithm, evolutionary strategy, Quasi-Newton},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart06j,

title = {Considerations of Budget Allocation for Sequential Parameter Optimization (SPO)},

author = {Thomas Bartz-Beielstein and Mike Preuss},

editor = {Luis Paquete},

year  = {2006},

date = {2006-01-01},

booktitle = {Workshop on Empirical Methods for the Analysis of Algorithms, Proceedings},

pages = {35--40},

address = {Reykjavik, Iceland},

keywords = {optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BaPreu06b,

title = {Sequential parameter optimization (SPO) and the role of tuning in experimental analysis},

author = {Thomas Bartz-Beielstein and Mike Preuss},

year  = {2006},

date = {2006-01-01},

booktitle = {Workshop On Empirical Methods for the Analysis of Algorithms (EMAA). Held in conjunction with the International Conference on Parallel Problem Solving From Nature (PPSN IX)},

pages = {5--6},

note = {Invited talk},

keywords = {optimization, sequential optimization, SPOT},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Mehn05a,

title = {Multiobjective Evolutionary Design of Mold Temperature Control using DACE for Parameter Optimization},

author = {Jörn Mehnen and Thomas Michelitsch and Christian W. G. Lasarczyk and Thomas Bartz-Beielstein},

editor = {H. Pfützner and E. Leiss},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings Twelfth International Symposium Interdisciplinary Electromagnetics, Mechanics, and Biomedical Problems (ISEM 2005)},

volume = {L11-1},

pages = {464--465},

publisher = {Vienna Magnetics Group Reports},

address = {Vienna, Austria},

keywords = {Control, evolution, Evolutionary Algorithm, multi-objective},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart05b,

title = {Evolution Strategies and Threshold Selection},

author = {Thomas Bartz-Beielstein},

editor = {M.J. Blesa Aguilera and Christian Blum and A. Roli and M. Sampels},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings Second International Workshop Hybrid Metaheuristics (HM'05)},

volume = {3636},

pages = {104--115},

publisher = {Springer},

address = {Berlin, Heidelberg, New York},

series = {Lecture Notes in Computer Science},

keywords = {Evolutionary Algorithm, evolutionary strategy},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BLP05,

title = {Sequential Parameter Optimization},

author = {Thomas Bartz-Beielstein and Christian Lasarczyk and Mike Preuss},

editor = {B.~McKay and others},

year  = {2005},

date = {2005-01-01},

booktitle = {Proceedings 2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland},

volume = {1},

pages = {773--780},

publisher = {IEEE Press},

address = {Piscataway NJ},

keywords = {optimization, SPOT},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{MMBH04,

title = {Systematic analyses of multi-objective evolutionary algorithms applied to real-world problems using statistical design of experiments},

author = {Jörn Mehnen and Thomas Michelitsch and Thomas Bartz-Beielstein and Nadine Henkenjohann},

editor = {R.~Teti},

year  = {2004},

date = {2004-01-01},

booktitle = {Proceedings Fourth International Seminar Intelligent Computation in Manufacturing Engineering},

volume = {4},

pages = {171--178},

publisher = {CIRP ICME'04},

address = {Naples, Italy},

keywords = {evolution, Evolutionary Algorithm, evolutionary strategy, multi-objective},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BPV04,

title = {Analysis of Particle Swarm Optimization Using Computational Statistics},

author = {Thomas Bartz-Beielstein and Konstantinos E. Parsopoulos and Michael N. Vrahatis},

editor = {T.-E. Simos and Ch. Tsitouras},

year  = {2004},

date = {2004-01-01},

booktitle = {Proceedings International Conference Numerical Analysis and Applied Mathematics (ICNAAM)},

pages = {34--37},

publisher = {Wiley-VCH},

address = {Weinheim, Germany},

keywords = {optimization, PSO},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BEM03,

title = {Optimal Elevator Group Control by Evolution Strategies},

author = {Thomas Bartz-Beielstein and Claus-Peter Ewald and Sandor Markon},

editor = {E.~Cant'u-Paz and others},

year  = {2003},

date = {2003-01-01},

booktitle = {Proceedings Genetic and Evolutionary Computation Conf.~(GECCO~2003), Chicago IL, Part II},

volume = {2724},

pages = {1963--1974},

publisher = {Springer},

address = {Berlin, Heidelberg, New York},

series = {Lecture Notes in Computer Science},

keywords = {Control, evolution, Evolutionary Algorithm, evolutionary strategy, optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BLMS03b,

title = {Particle Swarm Optimizers for Pareto Optimization with Enhanced Archiving Techniques},

author = {Thomas Bartz-Beielstein and Philipp Limbourg and Jörn Mehnen and Karlheinz Schmitt and Konstantinos E. Parsopoulos and Michae N. Vrahatis},

editor = {R. Sarker and others},

year  = {2003},

date = {2003-01-01},

booktitle = {Proceedings~2003 Congress on Evolutionary Computation (CEC'03), Canberra},

volume = {3},

pages = {1780--1787},

publisher = {IEEE},

address = {Piscataway NJ},

keywords = {multi-objective, optimization, PSO},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BMP03b,

title = {Algorithm Based Validation of a Simplified Elevator Group Controller Model},

author = {Thomas Bartz-Beielstein and Sandor Markon and Mike Preuss},

editor = {T.~Ibaraki},

year  = {2003},

date = {2003-01-01},

booktitle = {Proceedings 5th Metaheuristics International Conference (MIC'03)},

pages = {06/1--06/13 (CD-ROM)},

address = {Kyoto, Japan},

keywords = {Control},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BeMa02,

title = {Threshold Selection, Hypo-thesis Tests, and DOE Methods},

author = {Thomas Bartz-Beielstein and Sandor Markon},

editor = {D. B. Fogel and others},

year  = {2002},

date = {2002-01-01},

booktitle = {Proceedings~2002 Congress on Evolutionary Computation (CEC'02) Within Third IEEE World Congress on Computational Intelligence (WCCI'02), Honolulu HI},

pages = {777-782},

publisher = {IEEE},

address = {Piscataway NJ},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{MABB01,

title = {Thresholding---A selection operator for noisy ES},

author = {Sandor Markon and Dirk V. Arnold and Thomas Bäck and Thomas Bartz-Beielstein and Hans-Georg Beyer},

editor = {J.--H. Kim and B.--T. Zhang and G. Fogel and I. Kuscu},

year  = {2001},

date = {2001-01-01},

booktitle = {Proceedings~2001 Congress on Evolutionary Computation (CEC'01), Seoul},

pages = {465--472},

publisher = {IEEE},

address = {Piscataway NJ},

keywords = {evolution, Evolutionary Algorithm, evolutionary strategy, noise},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonST99,

title = {Endoscopic navigation and real-time image processing},

author = {Wolfgang Konen and Martin Scholz and Stephan Tombrock},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/konen+AbsCAOS99.pdf},

year  = {1999},

date = {1999-01-01},

booktitle = {4th Inter­national Symposium on Computer Aided Orthopedic Surgery (CAOS); Davos},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonST98b,

title = {Bildverarbeitung in der Neuroendoskopie},

author = {Wolfgang Konen and Martin Scholz and Stephan Tombrock},

year  = {1998},

date = {1998-01-01},

booktitle = {1. Bochumer Workshop : Bildgeführtes Operieren – Quo vadis ? Perspektiven in der Neurochirurgie, 14.3.98},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchKT98a,

title = {Das VN-Projekt : Entwicklung eines visuell geführten endoskopischen Navigationssystems},

author = {Martin Scholz and Wolfgang Konen and Stephan Tombrock and Britta Fricke and Monika von Düring and Albrecht Harders},

year  = {1998},

date = {1998-01-01},

booktitle = {1. Bochumer Workshop : Bildgeführtes Operieren – Quo vadis ? Perspektiven in der Neurochirurgie, 14.3.98},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchKT98d,

title = {Development of a visual guided navigation system for neuroendoscopy},

author = {Martin Scholz and Wolfgang Konen and Stephan Tombrock and Markus Hardenack and Britta Fricke and Monika von Düring and Albrecht Harders},

year  = {1998},

date = {1998-01-01},

booktitle = {49. Jahrestagung der Deutschen Gesellschaft für Neurochirurgie,13.6.98},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchKT98b,

title = {Digital image processing in neuroendoscopy : the development of a new navigation system},

author = {Martin Scholz and Wolfgang Konen and Stephan Tombrock and Albrecht Harders and others},

year  = {1998},

date = {1998-01-01},

booktitle = {1. Congress of Endoscopic Assisted Microsurgery. Joint Meeting of the German and Japanese Societies of Neuroendoscopy. 10.6.98, Frankfurt.},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchKT98c,

title = {Digitale Bildverarbeitung in der endoskopischen Neurochirurgie},

author = {Martin Scholz and Wolfgang Konen and Tombrock and Albrecht Harders and others},

year  = {1998},

date = {1998-01-01},

booktitle = {Aachener Workshop "Navigierte Hirnchirurgie", 4.-5.9.1998},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchTF98,

title = {Computergestützte neuroendoskopische Koagulation: Blutstillung bei Bildverlust},

author = {Martin Scholz and Stephan Tombrock and Britta Fricke and Ulrich Wildförster and Wolfgang Konen and Monika von Düring and Albrecht Harders },

year  = {1998},

date = {1998-01-01},

booktitle = {5. Tag der Biomedizinischen Technik an der Ruhr-Universität Bochum},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchKT98f,

title = {Computergestützte endoskopische Neuronavigation},

author = {Martin Scholz and Wolfgang Konen and Stephan Tombrock and Andreas Schwarz and Britta Fricke and Monika von Düring and Albrecht Harders },

year  = {1998},

date = {1998-01-01},

booktitle = {Fuzzy Neuroinitiative NRW, Neue Produkte und Anwendungen},

pages = {85–92},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SchNW98,

title = {Variations of topographic anatomy at the floor of the third ventricle},

author = {Martin Scholz and D. Neumann and Ulrich Wildförster and Britta Fricke and Wolfgang Konen and others},

year  = {1998},

date = {1998-01-01},

booktitle = {1. Congress of Endoscopic Assisted Microsurgery. Joint Meeting of the German and Japanese Societies of Neuroendoscopy. 10.6.98, Frankfurt.},

keywords = {BV-3D-Endo, computer vision},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thill2019a,

title = {Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks},

author = {Markus Thill and Sina Däubner and Wolfgang Konen and Thomas Bäck},

editor = {Petra Barancíkov á and Martin Holena and others},

url = {http://ceur-ws.org/Vol-2473},

year  = {2019},

date = {2019-01-01},

booktitle = {Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019)},

volume = {2473},

series = {CEUR Workshop Proceedings},

note = {Best Paper Award},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagheri2018,

title = {How to Solve the Dilemma of Margin-Based Equality Handling Methods},

author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck },

editor = {Frank Hoffmann and Eyke Hüllermeier and Ralf Mikut },

url = {https://blogs.gm.fh-koeln.de/ciop/files/2018/12/GMA2018.pdf},

doi = {10.5445/KSP/1000085935},

isbn = {978-3-7315-0845-8},

year  = {2018},

date = {2018-11-29},

booktitle = {Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018},

pages = {257-270},

publisher = {KIT Scientific Publishing, Karlsruhe},

note = {Young Author Award},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh17c,

title = {Comparing Kriging and Radial Basis Function Surrogates},

author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},

editor = {Frank Hoffmann and Eyke Hüllermeier},

url = {http://blogs.gm.fh-koeln.de/ciop/files/2018/10/Bagheri2017-1.pdf



https://publikationen.bibliothek.kit.edu/1000074341



https://www.researchgate.net/publication/328222483_Comparing_Kriging_and_Radial_Basis_Function_Surrogates



},

year  = {2017},

date = {2017-11-01},

booktitle = {Proceedings 27. Workshop Computational Intelligence},

pages = {243-259},

publisher = {Universitätsverlag Karlsruhe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thill2017c,

title = {Anomaly Detection in Time Series with Discrete Wavelet Transforms and Maximum Likelihood Estimation},

author = {Markus Thill and Wolfgang Konen and Thomas Bäck},

editor = {Frank Hoffmann and Eyke Hüllermeier},

url = {https://publikationen.bibliothek.kit.edu/1000074341},

year  = {2017},

date = {2017-11-01},

booktitle = {Proceedings 27. Workshop Computational Intelligence},

pages = {67-71},

publisher = {Universitätsverlag Karlsruhe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bagh17a,

title = {Constraint Handling in Efficient Global Optimization},

author = {Samineh Bagheri and Wolfgang Konen and Richard Allmendinger and Jürgen Branke and Kalyanmoy Deb and Jonathan Fieldsend and Domenico Quagliarella and Karthik Sindhya},

editor = {Peter A N Bosman},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/Bagh17-GECCO.pdf},

year  = {2017},

date = {2017-07-01},

booktitle = {Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin},

pages = {1},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Thill17b-ITISE,

title = {Time Series Anomaly Detection with Discrete Wavelet Transforms and Maximum Likelihood Estimation},

author = {Markus Thill and Wolfgang Konen and Thomas Bäck},

editor = {Olga Valenzuela and Ignacio Rojas and others},

url = {http://blogs.gm.fh-koeln.de/ciop/files/2019/01/thillwavelet.pdf},

year  = {2017},

date = {2017-07-01},

booktitle = {International Work-Conference on Time Series (ITISE2017)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}