Publications

@inproceedings{Bart09c,

title = {Sequential Parameter Optimization},

author = {Thomas Bartz-Beielstein},

editor = {Jürgen Branke and Barry L. Nelson and Warren Buckler Powell and Thomas J. Santner},

url = {http://drops.dagstuhl.de/opus/volltexte/2009/2115},

issn = {1862-4405},

year  = {2009},

date = {2009-01-01},

booktitle = {Sampling-based Optimization in the Presence of Uncertainty},

number = {09181},

publisher = {Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany},

address = {Dagstuhl, Germany},

series = {Dagstuhl Seminar Proceedings},

keywords = {optimization, sequential optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart08c,

title = {Parameterselektion für komplexe Modellierungsaufgaben der Wasserwirtschaft -- Moderne CI-Verfahren zur Zeitreihenanalyse},

author = {Thomas Bartz-Beielstein and Tobias Zimmer and Wolfgang Konen},

editor = {Ralf Mikut and Markus Reischl},

year  = {2008},

date = {2008-01-01},

booktitle = {Proc. 18th Workshop Computational Intelligence},

pages = {136--150},

publisher = {Universitätsverlag, Karlsruhe},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Kone08ab,

title = {Reinforcement Learning: Insights from Interesting Failures in Parameter Selection},

author = {Wolfgang Konen and Thomas Bartz-Beielstein},

editor = {Günter Rudolph and et al.},

year  = {2008},

date = {2008-01-01},

booktitle = {PPSN'2008: 10th International Conference on Parallel Problem Solving From Nature, Dortmund},

pages = {478--487},

publisher = {Springer},

address = {Berlin},

keywords = {learning, machine learning, Reinforcement learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart08e,

title = {Experimental research in evolutionary computation},

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

year  = {2008},

date = {2008-01-01},

booktitle = {GECCO (Companion)},

pages = {2517-2534},

crossref = {DBLP:conf/gecco/2008c},

keywords = {Evolutionary Algorithm, experimental research, FIWA},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{BBKW07a,

title = {Datenanalyse und Prozessoptimierung für Kanalnetze und Kläranlagen mit CI-Methoden},

author = {Thomas Bartz-Beielstein and Michael Bongards and Christoph Claes and Wolfgang Konen and Hartmut Westenberger},

editor = {Ralf Mikut and Markus Reischl},

year  = {2007},

date = {2007-01-01},

booktitle = {Proc. 17th Workshop Computational Intelligence},

pages = {132--138},

publisher = {Universitätsverlag, Karlsruhe},

keywords = {Data Mining},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Enge07,

title = {Adaptive Hierarchical Forecasting},

author = {Christoph Engels and Wolfgang Konen},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/engels-konen-AHF-idaacs2007.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {IEEE Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS'2007)},

keywords = {Data Mining},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonBre07b,

title = {Real-time image mosaic for endoscopic video sequences},

author = {Wolfgang Konen and Beate Breiderhoff and Martin Scholz},

editor = {A Horsch},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/bvm2007_paper2_final.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {Bildverarbeitung für die Medizin (BVM2007, München)},

publisher = {Springer-Verlag, Berlin},

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

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{KonNad07,

title = {Endoscopic image mosaics for real-time color video sequences},

author = {Wolfgang Konen and Martin Naderi and Martin Scholz},

editor = {Lemke, H.U.},

url = {http://www.gm.fh-koeln.de/~konen/Publikationen/CARS2007_EndoMosaic-paper.pdf},

year  = {2007},

date = {2007-01-01},

booktitle = {Computer Assisted Radiology and Surgery (CARS2007, Berlin)},

publisher = {Elsevier, Amsterdam},

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

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bart07b,

title = {Experimental research in evolutionary computation},

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

url = {http://doi.acm.org/10.1145/1274000.1274102},

isbn = {978-1-59593-698-1},

year  = {2007},

date = {2007-01-01},

booktitle = {Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation},

pages = {3001--3020},

publisher = {ACM},

address = {London, United Kingdom},

series = {GECCO '07},

keywords = {Evolutionary Algorithm, evolutionary computation, experimental research},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Nauj06a,

title = {Sequential parameter optimisation of evolutionary algorithms for airfoil design},

author = {Boris Naujoks and Domenico Quagliarella and Thomas Bartz-Beielstein },

editor = {G. Winter},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. Design and Optimization: Methods and Applications, (ERCOFTAC'06)},

pages = {231-235},

publisher = {University of Las Palmas de Gran Canaria},

keywords = {Evolutionary Algorithm, optimization, sequential optimization},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bara06c,

title = {High-order punishment and the evolution of cooperation},

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 = {H.-G.Beyer et al.},

year  = {2006},

date = {2006-01-01},

booktitle = {Proc. Genetic and Evolutionary Computation Conf. (GECCO 2006), Seattle WA},

pages = {379--380},

publisher = {ACM Press},

address = {New York},

keywords = {evolution},

pubstate = {published},

tppubtype = {inproceedings}

}

@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{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}

}