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Flasch, Oliver; Bartz-Beielstein, Thomas; Koch, Patrick; Konen, Wolfgang
Genetic Programming Applied to Predictive Control in Environmental Engineering Proceedings Article
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 19. Workshop Computational Intelligence, S. 101–113, KIT Scientific Publishing, Karlsruhe, 2009.
@inproceedings{Flas09ab,
title = {Genetic Programming Applied to Predictive Control in Environmental Engineering},
author = {Oliver Flasch and Thomas Bartz-Beielstein and Patrick Koch and Wolfgang Konen},
editor = {Frank Hoffmann and Eyke Hüllermeier},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings 19. Workshop Computational Intelligence},
pages = {101--113},
publisher = {KIT Scientific Publishing},
address = {Karlsruhe},
keywords = {Control, Genetic Programming, Predictive Control},
pubstate = {published},
tppubtype = {inproceedings}
}
Konen, Wolfgang
How slow is slow? SFA detects signals that are slower than the driving force Forschungsbericht
Cologne University of Applied Sciences Nr. 05/09, 2009, (e-print published at http://arxiv.org/abs/0911.4397).
@techreport{Kon09ab,
title = {How slow is slow? SFA detects signals that are slower than the driving force},
author = {Wolfgang Konen},
url = {http://arxiv.org/abs/0911.4397},
year = {2009},
date = {2009-01-01},
number = {05/09},
institution = {Cologne University of Applied Sciences},
note = {e-print published at http://arxiv.org/abs/0911.4397},
keywords = {SFA, SOMA},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang
On the numeric stability of the SFA implementation sfa-tk Forschungsbericht
Cologne University of Applied Sciences Nr. 05/10, 2009, (e-print published at http://arxiv.org/abs/0912.1064).
@techreport{Kon09bb,
title = {On the numeric stability of the SFA implementation sfa-tk},
author = {Wolfgang Konen},
url = {http://arxiv.org/abs/0912.1064},
year = {2009},
date = {2009-01-01},
number = {05/10},
institution = {Cologne University of Applied Sciences},
note = {e-print published at http://arxiv.org/abs/0912.1064},
keywords = {SFA, SOMA},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Reinforcement learning for games: failures and successes Proceedings Article
In: GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference, S. 2641–2648, ACM, Montreal, Québec, Canada, 2009.
@inproceedings{Kone09ab,
title = {Reinforcement learning for games: failures and successes},
author = {Wolfgang Konen and Thomas Bartz-Beielstein},
year = {2009},
date = {2009-01-01},
booktitle = {GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference},
pages = {2641--2648},
publisher = {ACM},
address = {Montreal, Québec, Canada},
keywords = {games, machine learning, Reinforcement learning},
pubstate = {published},
tppubtype = {inproceedings}
}
Konen, Wolfgang; Zimmer, Tobias; Bartz-Beielstein, Thomas
Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes (in german) Artikel
In: at-Automatisierungstechnik, Bd. 57, Nr. 3, S. 155–166, 2009.
@article{Kone09bb,
title = {Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes (in german)},
author = {Wolfgang Konen and Tobias Zimmer and Thomas Bartz-Beielstein},
year = {2009},
date = {2009-01-01},
journal = {at-Automatisierungstechnik},
volume = {57},
number = {3},
pages = {155--166},
publisher = {Oldenbourg},
keywords = {modelling, TDMR},
pubstate = {published},
tppubtype = {article}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Reinforcement learning for games: failures and successes -- CMA-ES and TDL in comparision Proceedings Article
In: GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference, S. 2641–2648, ACM, Montreal, Québec, Canada, 2009.
@inproceedings{Kone09a,
title = {Reinforcement learning for games: failures and successes -- CMA-ES and TDL in comparision},
author = {Wolfgang Konen and Thomas Bartz-Beielstein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/evo-reinforce-GECCO2009.pdf},
year = {2009},
date = {2009-01-01},
booktitle = {GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference},
pages = {2641--2648},
publisher = {ACM},
address = {Montreal, Québec, Canada},
keywords = {Game Learning, learning},
pubstate = {published},
tppubtype = {inproceedings}
}
Stoean, Catalin; Preuss, Mike; Bartz-Beielstein, Thomas; Stoean, Ruxandra
A New Clustering-Based Evolutionary Algorithm for Real-Valued Multimodal Optimization Forschungsbericht
Chair of Algorithm Engineering TU Dortmund, Dortmund, Germany, Nr. TR09-2-007, 2009.
@techreport{Stoe09a,
title = {A New Clustering-Based Evolutionary Algorithm for Real-Valued Multimodal Optimization},
author = {Catalin Stoean and Mike Preuss and Thomas Bartz-Beielstein and Ruxandra Stoean},
url = {http://ls11-www.cs.tu-dortmund.de/_media/techreports/tr09-07.pdf},
year = {2009},
date = {2009-01-01},
number = {TR09-2-007},
address = {TU Dortmund, Dortmund, Germany},
institution = {Chair of Algorithm Engineering},
keywords = {Clustering, Evolutionary Algorithm, SVM},
pubstate = {published},
tppubtype = {techreport}
}
Stoean, Ruxandra; Bartz-Beielstein, Thomas; Preuss, Mike; Stoean, Catalin
A Support Vector Machine-Inspired Evolutionary Approach for Parameter Setting in Metaheuristics Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 01/09, 2009, ISSN: 2191-365X.
@techreport{Stoe09bb,
title = {A Support Vector Machine-Inspired Evolutionary Approach for Parameter Setting in Metaheuristics},
author = {Ruxandra Stoean and Thomas Bartz-Beielstein and Mike Preuss and Catalin Stoean},
issn = {2191-365X},
year = {2009},
date = {2009-01-01},
number = {01/09},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {Evolutionary Algorithm, SVM},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Evolutionsstrategien und Reinforcement Learning für strategische Brettspiele Forschungsbericht
Cologne University of Applied Sciences 2009.
@techreport{KoneB09,
title = {Evolutionsstrategien und Reinforcement Learning für strategische Brettspiele},
author = {Wolfgang Konen and Thomas Bartz-Beielstein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2009-RL-Kg-Bi.pdf},
year = {2009},
date = {2009-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Sequential Parameter Optimization Proceedings Article
In: Branke, Jürgen; Nelson, Barry L.; Powell, Warren Buckler; Santner, Thomas J. (Hrsg.): Sampling-based Optimization in the Presence of Uncertainty, Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, Dagstuhl, Germany, 2009, ISSN: 1862-4405.
@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}
}
Bartz-Beielstein, Thomas; Davis, David; Mehnen, Jörn
Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO) Sonstige
2009, (urlhttp://www.isgec.org/gecco-2009/ecp.html).
@misc{Bart09d,
title = {Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO)},
author = {Thomas Bartz-Beielstein and David Davis and Jörn Mehnen },
year = {2009},
date = {2009-01-01},
note = {urlhttp://www.isgec.org/gecco-2009/ecp.html},
keywords = {Evolutionary Algorithm, GeCCO, Genetic Programming},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Preuß, Mike
Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial) Sonstige
Genetic and Evolutionary Computation Conf.~(GECCO~2009), Montreal, CA, 2009.
@misc{BP09a,
title = {Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial)},
author = {Bartz-Beielstein, Thomas and Preuß, Mike },
year = {2009},
date = {2009-01-01},
howpublished = {Genetic and Evolutionary Computation Conf.~(GECCO~2009), Montreal, CA},
keywords = {Evolutionary Algorithm, experimental research},
pubstate = {published},
tppubtype = {misc}
}
2008
Bartz-Beielstein, Thomas; Konen, Wolfgang
Moderne statistische Verfahren zur Parameteroptimierung und systematischen Modellauswahl Forschungsbericht
Cologne University of Applied Sciences 2008.
@techreport{Bart08f,
title = {Moderne statistische Verfahren zur Parameteroptimierung und systematischen Modellauswahl},
author = {Thomas Bartz-Beielstein and Wolfgang Konen},
year = {2008},
date = {2008-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Konen, Wolfgang
Genetisches Programmieren für Vorhersagemodelle in der Finanzwirtschaft Forschungsbericht
Cologne University of Applied Sciences 2008.
@techreport{Bart08g,
title = {Genetisches Programmieren für Vorhersagemodelle in der Finanzwirtschaft},
author = {Thomas Bartz-Beielstein and Wolfgang Konen},
year = {2008},
date = {2008-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {GP},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Zimmer, Tobias; Konen, Wolfgang
Parameterselektion für komplexe Modellierungsaufgaben der Wasserwirtschaft -- Moderne CI-Verfahren zur Zeitreihenanalyse Proceedings Article
In: Mikut, Ralf; Reischl, Markus (Hrsg.): Proc. 18th Workshop Computational Intelligence, S. 136–150, Universitätsverlag, Karlsruhe, 2008.
@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}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Reinforcement Learning: Insights from Interesting Failures in Parameter Selection Proceedings Article
In: and, Günter Rudolph (Hrsg.): PPSN'2008: 10th International Conference on Parallel Problem Solving From Nature, Dortmund, S. 478–487, Springer, Berlin, 2008.
@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}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Internationaler DATA-MINING-CUP (DMC) mit studentischer Beteiligung des Campus Gummersbach Forschungsbericht
FH Köln 2008.
@techreport{Kone08db,
title = {Internationaler DATA-MINING-CUP (DMC) mit studentischer Beteiligung des Campus Gummersbach},
author = {Wolfgang Konen and Thomas Bartz-Beielstein},
year = {2008},
date = {2008-01-01},
institution = {FH Köln},
keywords = {Data Mining, DMC},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang
Reinforcement Learning für Brettspiele: Der Temporal Difference Algorithmus Forschungsbericht
Cologne University of Applied Sciences 2008.
@techreport{Kone08b,
title = {Reinforcement Learning für Brettspiele: Der Temporal Difference Algorithmus},
author = {Wolfgang Konen},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/TR_TDlambda2008.pdf},
year = {2008},
date = {2008-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {Game Learning, learning},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas
Reinforcement Learning für strategische Brettspiele Forschungsbericht
Cologne University of Applied Sciences 2008.
@techreport{Kone08c,
title = {Reinforcement Learning für strategische Brettspiele},
author = {Wolfgang Konen and Thomas Bartz-Beielstein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2008-Kg-Bi-RL-strategische-Brettspiele.pdf},
year = {2008},
date = {2008-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {Game Learning, learning},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Preuss, Mike
Experimental research in evolutionary computation Proceedings Article
In: GECCO (Companion), S. 2517-2534, 2008.
@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}
}
Bartz-Beielstein, Thomas
How Experimental Algorithmics Can Benefit from Mayo's Extensions to Neyman-Pearson Theory of Testing Artikel
In: Synthese, Bd. 163, Nr. 3, S. 385–396, 2008, (DOI10.1007/s11229-007-9297-z).
@article{Bart08a,
title = {How Experimental Algorithmics Can Benefit from Mayo's Extensions to Neyman-Pearson Theory of Testing},
author = {Thomas Bartz-Beielstein},
year = {2008},
date = {2008-01-01},
journal = {Synthese},
volume = {163},
number = {3},
pages = {385--396},
note = {DOI10.1007/s11229-007-9297-z},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Bartz-Beielstein, Thomas
Review: Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen Artikel
In: INFORMS Computing Society News, Bd. 2, S. 11–14, 2008, (urlhttp://computing.society.informs.org/newsletters/ICSnewsFall2008.pdf).
@article{Bart08d,
title = {Review: Design and Analysis of Simulation Experiments by Jack P.C. Kleijnen},
author = {Thomas Bartz-Beielstein},
year = {2008},
date = {2008-01-01},
journal = {INFORMS Computing Society News},
volume = {2},
pages = {11--14},
note = {urlhttp://computing.society.informs.org/newsletters/ICSnewsFall2008.pdf},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Bartz-Beielstein, Thomas
Theory of Evolutionary Algorithms (eingeladene Teilnahme) Sonstige
Dagstuhl Seminar 08051, 2008.
@misc{Bart08lecA,
title = {Theory of Evolutionary Algorithms (eingeladene Teilnahme)},
author = {Thomas Bartz-Beielstein},
year = {2008},
date = {2008-01-01},
howpublished = {Dagstuhl Seminar 08051},
keywords = {Evolutionary Algorithm},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Konen, Wolfgang
Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen Forschungsbericht
Cologne University of Applied Sciences 2008.
@techreport{Bart08hb,
title = {Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen},
author = {Thomas Bartz-Beielstein and Wolfgang Konen},
year = {2008},
date = {2008-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike
Sequential Parameter Optimization Toolbox Forschungsbericht
Universität Dortmund 2008.
@techreport{Bart06f,
title = {Sequential Parameter Optimization Toolbox},
author = {Thomas Bartz-Beielstein and Christian Lasarczyk and Mike Preuss},
url = {http://sfbci.uni-dortmund.de/Publications/Reference/Downloads/25608.pdf},
year = {2008},
date = {2008-01-01},
institution = {Universität Dortmund},
keywords = {optimization, sequential optimization, SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike
SPOT - Sequential Parameter Optimization Toolbox (Documentation) Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization andData Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, Nr. 01/08, 2008, ISSN: 2191-365X.
@techreport{Bart08ib,
title = {SPOT - Sequential Parameter Optimization Toolbox (Documentation)},
author = {Thomas Bartz-Beielstein and Christian Lasarczyk and Mike Preuss},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Bart08i.d/spotdoc.pdf},
issn = {2191-365X},
year = {2008},
date = {2008-01-01},
number = {01/08},
address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization andData Mining)},
keywords = {documentation, sequential optimization, SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Preuss, Mike
Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial) Sonstige
Genetic and Evolutionary Computation Conf.~(GECCO~2008), Atlanta, Georgia, US, 2008.
@misc{BP08alec,
title = {Experimental research in evolutionary computation--The Future of Experimental Research (Tutorial)},
author = {Thomas Bartz-Beielstein and Mike Preuss},
year = {2008},
date = {2008-01-01},
howpublished = {Genetic and Evolutionary Computation Conf.~(GECCO~2008), Atlanta, Georgia, US},
keywords = {Evolutionary Algorithm, experimental research},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Preuss, Mike
The Future of Experimental Research (Tutorial) Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 09/08, 2008, ISSN: 2191-365X.
@techreport{BP08blecb,
title = {The Future of Experimental Research (Tutorial)},
author = {Thomas Bartz-Beielstein and Mike Preuss},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/BP08b.d/bartzpreussppsn2008.pdf},
issn = {2191-365X},
year = {2008},
date = {2008-01-01},
number = {09/08},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
howpublished = {10th International Conference on Parallel Problem Solving From Nature (PPSN), Dortmund},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
2007
Bartz-Beielstein, Thomas; Bongards, Michael; Claes, Christoph; Konen, Wolfgang; Westenberger, Hartmut
Datenanalyse und Prozessoptimierung für Kanalnetze und Kläranlagen mit CI-Methoden Proceedings Article
In: Mikut, Ralf; Reischl, Markus (Hrsg.): Proc. 17th Workshop Computational Intelligence, S. 132–138, Universitätsverlag, Karlsruhe, 2007.
@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}
}
Bartz-Beielstein, Thomas; Konen, Wolfgang; Westenberger, Hartmut
Computational Intelligence und Data Mining -- Portfoliooptimierung unter Nebenbedingungen Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{Bart07c,
title = {Computational Intelligence und Data Mining -- Portfoliooptimierung unter Nebenbedingungen},
author = {Thomas Bartz-Beielstein and Wolfgang Konen and Hartmut Westenberger},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2007-Portfolio.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {Data Mining},
pubstate = {published},
tppubtype = {techreport}
}
Breiderhoff, Beate; Konen, Wolfgang; Scholz, Martin
Ein automatisiertes Verfahren zum Image-Mosaicing bei endoskopischen Videoaufnahmen Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{BreKon07,
title = {Ein automatisiertes Verfahren zum Image-Mosaicing bei endoskopischen Videoaufnahmen},
author = {Beate Breiderhoff and Wolfgang Konen and Martin Scholz},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/bvm2007_paper1_final.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {BV-3D-Endo, computer vision, image mosaic},
pubstate = {published},
tppubtype = {techreport}
}
Engels, Christoph; Konen, Wolfgang
Adaptive Hierarchical Forecasting Proceedings Article
In: IEEE Fourth International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS'2007), 2007.
@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}
}
Konen, Wolfgang
3D-Navigation und Bildverarbeitung in der medizinischen Endoskopie Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{Kone07b,
title = {3D-Navigation und Bildverarbeitung in der medizinischen Endoskopie},
author = {Wolfgang Konen},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2007-Kg2.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {BV-3D-Endo, computer vision, image mosaic},
pubstate = {published},
tppubtype = {techreport}
}
Mehnen, Jörn; Michelitsch, Thomas; Lasarczyk, Christian; Bartz--Beielstein, Thomas
Multi-objective evolutionary design of mold temperature control using DACE for parameter optimization Artikel
In: International Journal of Applied Electromagnetics and Mechanics, Bd. 25, Nr. 1--4, S. 661–667, 2007.
@article{MMLB07a,
title = {Multi-objective evolutionary design of mold temperature control using DACE for parameter optimization},
author = {Jörn Mehnen and Thomas Michelitsch and Christian Lasarczyk and Thomas Bartz--Beielstein},
url = {http://iospress.metapress.com/content/751K5GG10P79Q501},
year = {2007},
date = {2007-01-01},
journal = {International Journal of Applied Electromagnetics and Mechanics},
volume = {25},
number = {1--4},
pages = {661--667},
keywords = {Control, Evolutionary Algorithm, multi-objective, optimization},
pubstate = {published},
tppubtype = {article}
}
Preuss, Mike; Bartz-Beielstein, Thomas
Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms Buchabschnitt
In: Lobo, Fernando; Lima, Claudio; Michalewicz, Zbigniew (Hrsg.): Parameter Setting in Evolutionary Algorithms, S. 91–120, Springer, Berlin, Heidelberg, New York, 2007.
@incollection{Preu07a,
title = {Sequential Parameter Optimization Applied to Self-Adaptation for Binary-Coded Evolutionary Algorithms},
author = {Mike Preuss and Thomas Bartz-Beielstein},
editor = {Fernando Lobo and Claudio Lima and Zbigniew Michalewicz},
year = {2007},
date = {2007-01-01},
booktitle = {Parameter Setting in Evolutionary Algorithms},
pages = {91--120},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
series = {Studies in Computational Intelligence},
keywords = {optimization, Self-Adaptation, sequential optimization},
pubstate = {published},
tppubtype = {incollection}
}
Konen, Wolfgang; Bartz-Beielstein, Thomas; Westenberger, Hartmut
Computational Intelligence und Data Mining -- Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{Kone07a,
title = {Computational Intelligence und Data Mining -- Datenanalyse und Prozessoptimierung am Beispiel Kläranlagen},
author = {Wolfgang Konen and Thomas Bartz-Beielstein and Hartmut Westenberger},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2007-Proz-Klaer.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {Data Mining},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang; Breiderhoff, Beate; Naderi, Martin
Image Mosaicing in der medizinischen Endoskopie Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{KonBre07a,
title = {Image Mosaicing in der medizinischen Endoskopie},
author = {Wolfgang Konen and Beate Breiderhoff and Martin Naderi},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2007-Kg1.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {BV-3D-Endo, computer vision, image mosaic},
pubstate = {published},
tppubtype = {techreport}
}
Konen, Wolfgang; Breiderhoff, Beate; Scholz, Martin
Real-time image mosaic for endoscopic video sequences Proceedings Article
In: Horsch, A (Hrsg.): Bildverarbeitung für die Medizin (BVM2007, München), Springer-Verlag, Berlin, 2007.
@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}
}
Bartz-Beielstein, Thomas; Aguilera, María J. Blesa; Blum, Christian; Naujoks, Boris; Roli, Andrea; Rudolph, Günter; Sampels, Michael (Hrsg.)
Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings Konferenzberichte
Springer, Bd. 4771, 2007.
@proceedings{Bart07a,
title = {Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings},
editor = {Thomas Bartz-Beielstein and María J. Blesa Aguilera and Christian Blum and Boris Naujoks and Andrea Roli and Günter Rudolph and Michael Sampels},
year = {2007},
date = {2007-01-01},
booktitle = {Hybrid Metaheuristics},
volume = {4771},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
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pubstate = {published},
tppubtype = {proceedings}
}
Konen, Wolfgang; Naderi, Martin; Scholz, Martin
Endoscopic image mosaics for real-time color video sequences Proceedings Article
In: Lemke, H. U. (Hrsg.): Computer Assisted Radiology and Surgery (CARS2007, Berlin), Elsevier, Amsterdam, 2007.
@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}
}
Konen, Wolfgang; Scholz, Martin; Tombrock, Stephan
Robust registration procedures for endoscopic imaging Artikel
In: Medical Image Analysis, Bd. 11, Nr. 6, S. 526-539, 2007.
@article{KonSch07,
title = {Robust registration procedures for endoscopic imaging},
author = {Wolfgang Konen and Martin Scholz and Stephan Tombrock},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/KonenTombrockScholz2007-rev2.pdf},
year = {2007},
date = {2007-01-01},
journal = {Medical Image Analysis},
volume = {11},
number = {6},
pages = {526-539},
keywords = {BV-3D-Endo, computer vision, image mosaic},
pubstate = {published},
tppubtype = {article}
}
Westenberger, Hartmut; Konen, Wolfgang; Bartz-Beielstein, Thomas
Computational Intelligence und Data Mining -- Business Intelligence an Hochschulen Forschungsbericht
Cologne University of Applied Sciences 2007.
@techreport{West07a,
title = {Computational Intelligence und Data Mining -- Business Intelligence an Hochschulen},
author = {Hartmut Westenberger and Wolfgang Konen and Thomas Bartz-Beielstein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/FBericht2007-Wb.pdf},
year = {2007},
date = {2007-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {Data Mining},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Experimental Analysis of Optimization Algorithms -- Problems and Perspectives (Seminar) Sonstige
Tilburg University NL, 2007.
@misc{Bart07alecD,
title = {Experimental Analysis of Optimization Algorithms -- Problems and Perspectives (Seminar)},
author = {Thomas Bartz-Beielstein},
year = {2007},
date = {2007-01-01},
howpublished = {Tilburg University NL},
keywords = {experimental research, optimization},
pubstate = {published},
tppubtype = {misc}
}
Bartz--Beielstein, Thomas; Blum, Daniel; Branke, Jürgen
Particle Swarm Optimization and Sequential Sampling in Noisy Environments Buchabschnitt
In: Doerner, Karl F.; others, (Hrsg.): Metaheuristics--Progress in Complex Systems Optimization, S. 261-273, Springer, Berlin, Heidelberg, New York, 2007.
@incollection{BBB07,
title = {Particle Swarm Optimization and Sequential Sampling in Noisy Environments},
author = {Thomas Bartz--Beielstein and Daniel Blum and Jürgen Branke},
editor = {Karl F. Doerner and others},
year = {2007},
date = {2007-01-01},
booktitle = {Metaheuristics--Progress in Complex Systems Optimization},
pages = {261-273},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
series = {Springer Operations Research and Computer Science Interfaces Book Series},
keywords = {noise, optimization, PSO, sequential optimization},
pubstate = {published},
tppubtype = {incollection}
}
Bartz-Beielstein, Thomas; Preuss, Mike
Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorial) Sonstige
Genetic and Evolutionary Computation Conf.~(GECCO~2007), University College London UK, 2007.
@misc{BP07alecD,
title = {Experimental research in evolutionary computation -- The Future of Experimental Research (Tutorial)},
author = {Thomas Bartz-Beielstein and Mike Preuss},
year = {2007},
date = {2007-01-01},
howpublished = {Genetic and Evolutionary Computation Conf.~(GECCO~2007), University College London UK},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Preuss, Mike
Experimental research in evolutionary computation Proceedings Article
In: Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation, S. 3001–3020, ACM, London, United Kingdom, 2007, ISBN: 978-1-59593-698-1.
@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}
}
2006
Konen, Wolfgang
Optischer Fluss und Echtzeit-Videobearbeitung Forschungsbericht
Cologne University of Applied Sciences 2006.
@techreport{Kone06a,
title = {Optischer Fluss und Echtzeit-Videobearbeitung},
author = {Wolfgang Konen},
url = {http://www.gm.fh-koeln.de/%7Ekonen/WPF-BV/TR-OpticalFlow-ImaMos.pdf},
year = {2006},
date = {2006-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {BV-3D-Endo, computer vision, image mosaic},
pubstate = {published},
tppubtype = {techreport}
}
Naujoks, Boris; Quagliarella, Domenico; Bartz-Beielstein, Thomas
Sequential parameter optimisation of evolutionary algorithms for airfoil design Proceedings Article
In: Winter, G. (Hrsg.): Proc. Design and Optimization: Methods and Applications, (ERCOFTAC'06), S. 231-235, University of Las Palmas de Gran Canaria, 2006.
@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}
}
Markon, Sandor; Kita, Hajime; Kise, Hiroshi; Bartz-Beielstein, Thomas (Hrsg.)
Modern Supervisory and Optimal Control with Applications in the Control of Passenger Traffic Systems in Buildings Buch
Springer, Berlin, Heidelberg, New York, 2006.
@book{Mark06a,
title = {Modern Supervisory and Optimal Control with Applications in the Control of Passenger Traffic Systems in Buildings},
editor = {Sandor Markon and Hajime Kita and Hiroshi Kise and Thomas Bartz-Beielstein},
year = {2006},
date = {2006-01-01},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {Control, optimal control},
pubstate = {published},
tppubtype = {book}
}
Baranski, Bastian; Bartz-Beielstein, Thomas; Ehlers, Rüdiger; Kajendran, Thusithan; Kosslers, Björn; Mehnen, Jörn; Polazek, Tomasz; Reimholz, Ralf; Schmidt, Jens; Schmitt, Karlheinz; Seis, Danny; Slodzinski, Rafael; Steeg, Simon; Wiemann, Nils; Zimmermann, Marc
High-order punishment and the evolution of cooperation Proceedings Article
In: H.-G.Beyer, (Hrsg.): Proc. Genetic and Evolutionary Computation Conf. (GECCO 2006), Seattle WA, S. 379–380, ACM Press, New York, 2006.
@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}
}
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265 Einträge « ‹ 4 von 27
› » 31.
Thill, Markus; Konen, Wolfgang; Bäck, Thomas
Time Series Encodings with Temporal Convolutional Networks Proceedings Article
In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), 2020.
@inproceedings{Thill20a,
title = {Time Series Encodings with Temporal Convolutional Networks},
author = {Markus Thill and Wolfgang Konen and Thomas Bäck},
editor = {Bogdan Filipic Massimiliano Vasile},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Thill20a.d/bioma2020-tcn.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
32.
Scheiermann, Johannes
Sind (trainierte) General-Purpose-RL-Agenten im Brettspiel Othello stärker als (untrainierte) General-Game-Playing Agenten? Forschungsbericht
TH Köln, Institut für Informatik 2020, (Praxisprojekt).
@techreport{Scheier2020,
title = {Sind (trainierte) General-Purpose-RL-Agenten im Brettspiel Othello stärker als (untrainierte) General-Game-Playing Agenten?},
author = {Johannes Scheiermann},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/INF-Prj-Scheiermann-2020-08.pdf},
year = {2020},
date = {2020-01-01},
institution = {TH Köln, Institut für Informatik},
note = {Praxisprojekt},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
33.
Scheiermann, Johannes
AlphaZero-inspirierte KI-Agenten im General Board Game Playing Abschlussarbeit
TH Köln -- University of Applied Sciences, 2020, (Bachelor thesis).
@mastersthesis{Scheier2020b,
title = {AlphaZero-inspirierte KI-Agenten im General Board Game Playing},
author = {Johannes Scheiermann},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/BA_Scheiermann_final.pdf},
year = {2020},
date = {2020-01-01},
school = {TH Köln -- University of Applied Sciences},
note = {Bachelor thesis},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
34.
Konen, Wolfgang; Bagheri, Samineh
Reinforcement Learning for N-Player Games: The Importance of Final Adaptation Proceedings Article
In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles, 2020.
@inproceedings{Konen20bc,
title = {Reinforcement Learning for N-Player Games: The Importance of Final Adaptation},
author = {Wolfgang Konen and Samineh Bagheri},
editor = {Bogdan Filipic Massimiliano Vasile},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Konen20b.d/bioma20-TDNTuple.pdf},
year = {2020},
date = {2020-01-01},
booktitle = {9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA)},
address = {Bruxelles},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
35.
Cöln, Julian; Dittmar, Yannick
Untersuchung von KI Agenten im Spiel Othello Forschungsbericht
TH Köln, Institut für Informatik 2019.
@techreport{Cöln2019,
title = {Untersuchung von KI Agenten im Spiel Othello},
author = {Julian Cöln and Yannick Dittmar},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/INF-Proj-DittmarCoeln-2019-12.pdf},
year = {2019},
date = {2019-12-01},
institution = {TH Köln, Institut für Informatik},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
36.
Konen, Wolfgang
General Board Game Playing for Education and Research in Generic AI Game Learning Proceedings Article
In: Perez, Diego; Mostaghim, Sanaz; Lucas, Simon (Hrsg.): IEEE Conference on Games, London, 2019.
@inproceedings{Konen19b,
title = {General Board Game Playing for Education and Research in Generic AI Game Learning},
author = {Wolfgang Konen},
editor = {Diego Perez and Sanaz Mostaghim and Simon Lucas},
url = {https://arxiv.org/pdf/1907.06508},
year = {2019},
date = {2019-08-20},
booktitle = {IEEE Conference on Games},
address = {London},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
37.
Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas
Solving Optimization Problems with High Conditioning by Means of Online Whitening Proceedings Article
In: Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019.
@inproceedings{Bagh19c,
title = {Solving Optimization Problems with High Conditioning by Means of Online Whitening},
author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},
editor = {Manuel Lopez-Ibanez},
url = {http://blogs.gm.fh-koeln.de/ciop/files/2019/07/GECCO2019.pdf},
year = {2019},
date = {2019-07-01},
booktitle = {Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague},
pages = {243-244},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
38.
Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas
SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Forschungsbericht
arXiv preprint arXiv:1904.08397 2019.
@techreport{Bagh19b,
title = {SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning},
author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},
url = {https://arxiv.org/abs/1904.08397},
year = {2019},
date = {2019-07-01},
institution = {arXiv preprint arXiv:1904.08397},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
39.
Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas
How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Artikel
In: at-Automatisierungstechnik, Bd. submitted, 2019.
@article{Bagh19a,
title = {How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods},
author = {Samineh Bagheri and Wolfgang Konen and Thomas Bäck},
year = {2019},
date = {2019-01-01},
journal = {at-Automatisierungstechnik},
volume = {submitted},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
40.
Buhl, Henning; Konen, Wolfgang; Thill, Markus
Deep Learning mit Keras und Tensorflow Sonstige
Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019.
@misc{Buhl19,
title = {Deep Learning mit Keras und Tensorflow},
author = {Henning Buhl and Wolfgang Konen and Markus Thill},
url = {https://github.com/HenningBuhl/DLKTF},
year = {2019},
date = {2019-01-01},
howpublished = {Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019)},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
265 Einträge « ‹ 4 von 27
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