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Flasch, Oliver; Bartz-Beielstein, Thomas; Davtyan, Arthur; Koch, Patrick; Konen, Wolfgang; Oyetoyan, Tosin Daniel; Tamutan, Michael
Comparing CI Methods for Prediction Models in Environmental Engineering Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, Nr. 02/10, 2010, ISSN: 2191-365X.
@techreport{Flas10ab,
title = {Comparing CI Methods for Prediction Models in Environmental Engineering},
author = {Oliver Flasch and Thomas Bartz-Beielstein and Arthur Davtyan and Patrick Koch and Wolfgang Konen and Tosin Daniel Oyetoyan and Michael Tamutan},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Flas10a.d/ciop0210.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {02/10},
address = {Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {FIWA, Prediction},
pubstate = {published},
tppubtype = {techreport}
}
Flasch, Oliver; Bartz-Beielstein, Thomas; Koch, Patrick; Konen, Wolfgang
Clustering Based Niching for Genetic Programming in the R Environment Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 33–46, Universit, 2010.
@inproceedings{Flas10fb,
title = {Clustering Based Niching for Genetic Programming in the R Environment},
author = {Oliver Flasch and Thomas Bartz-Beielstein and Patrick Koch and Wolfgang Konen},
editor = {Frank Hoffmann and Eyke Hüllermeier},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings 20. Workshop Computational Intelligence},
pages = {33--46},
publisher = {Universit},
keywords = {Clustering, Genetic Programming, R},
pubstate = {published},
tppubtype = {inproceedings}
}
Flasch, Oliver; Mersmann, Olaf; Bartz-Beielstein, Thomas
RGP: An Open Source Genetic Programming System for the R Environment Konferenzbeitrag
In: Pelikan, Martin; Branke, Jürgen (Hrsg.): Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, S. 2071-2072, ACM, 2010.
@inproceedings{Flas10d,
title = {RGP: An Open Source Genetic Programming System for the R Environment},
author = {Oliver Flasch and Olaf Mersmann and Thomas Bartz-Beielstein},
editor = {Martin Pelikan and Jürgen Branke},
year = {2010},
date = {2010-01-01},
booktitle = {Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon},
pages = {2071-2072},
publisher = {ACM},
keywords = {Genetic Programming, GP, R, RGP},
pubstate = {published},
tppubtype = {inproceedings}
}
Hein, Kristine
Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3Đ-Gesten des Wii-Controllers Forschungsbericht
FH Köln 2010.
@techreport{Hein10b,
title = {Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3Đ-Gesten des Wii-Controllers},
author = {Kristine Hein},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA-KristineHein-2010.pdf},
year = {2010},
date = {2010-01-01},
institution = {FH Köln},
keywords = {Gesture Reconginition, SFA, SOMA},
pubstate = {published},
tppubtype = {techreport}
}
Hein, Kristine
Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science, Nr. 01-10, 2010, ISSN: 2191-365X.
@techreport{Hein10bc,
title = {Lernende Klassifikation beschleunigungsbasierter 3D-Gesten des Wii-Controllers},
author = {Kristine Hein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Hein10b.d/Klassifikation3D.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {01-10},
address = {Cologne University of Applied Science, Faculty of Computer Scienc and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {Gesture Reconginition, SFA},
pubstate = {published},
tppubtype = {techreport}
}
Hutter, Frank; Bartz-Beielstein, Thomas; Hoos, Holger; Leyton-Brown, Kevin; Murphy, Kevin P.
Sequential Model-Based Parameter Optimisation: an Experimental Investigation of Automated and Interactive Approaches Buchkapitel mit eigenem Titel
In: Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.): Experimental Methods for the Analysis of Optimization Algorithms, S. 361–414, Springer, Berlin, Heidelberg, New York, 2010.
@incollection{Hutt09a,
title = {Sequential Model-Based Parameter Optimisation: an Experimental Investigation of Automated and Interactive Approaches},
author = {Frank Hutter and Thomas Bartz-Beielstein and Holger Hoos and Kevin Leyton-Brown and Kevin P. Murphy},
editor = {Thomas Bartz-Beielstein and Marco Chiarandini and Luis Paquete and Mike Preuss},
year = {2010},
date = {2010-01-01},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {361--414},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {optimization},
pubstate = {published},
tppubtype = {incollection}
}
Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas
Optimizing Support Vector Machines for Stormwater Prediction Konferenzbeitrag
In: Bartz-Beielstein, Thomas; Chiarandini,; Paquete,; Preuss, Mike (Hrsg.): Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010, S. 47–59, TU Dortmund, 2010.
@inproceedings{Koch10bb,
title = {Optimizing Support Vector Machines for Stormwater Prediction},
author = {Patrick Koch and Wolfgang Konen and Oliver Flasch and Thomas Bartz-Beielstein},
editor = {Thomas Bartz-Beielstein and Chiarandini and Paquete and Mike Preuss},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/PPSN2010-appStorm2.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010},
number = {TR10-2-007},
pages = {47--59},
address = {TU Dortmund},
keywords = {optimization, SOMA, SVM, TDMR},
pubstate = {published},
tppubtype = {inproceedings}
}
Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas
Optimization of Support Vector Regression Models for Stormwater Prediction Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 146–160, Universitätsverlag Karlsruhe, 2010.
@inproceedings{Koch10cb,
title = {Optimization of Support Vector Regression Models for Stormwater Prediction},
author = {Patrick Koch and Wolfgang Konen and Oliver Flasch and Thomas Bartz-Beielstein},
editor = {Frank Hoffmann and Eyke Hüllermeier},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings 20. Workshop Computational Intelligence},
pages = {146--160},
publisher = {Universitätsverlag Karlsruhe},
keywords = {optimization, Prediction, SOMA, SVM, TDMR},
pubstate = {published},
tppubtype = {inproceedings}
}
Koch, Patrick; Konen, Wolfgang; Hein, Kristine
Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap Konferenzbeitrag
In: 2010 International Joint Conference on Neural Networks, 2010.
@inproceedings{Koch10a,
title = {Gesture Recognition on Few Training Data using Slow Feature Analysis and Parametric Bootstrap},
author = {Patrick Koch and Wolfgang Konen and Kristine Hein},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/WCCI-10_wii-gesture.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {2010 International Joint Conference on Neural Networks},
keywords = {Gesture Reconginition, SFA, SOMA},
pubstate = {published},
tppubtype = {inproceedings}
}
Konen, Wolfgang; Koch, Patrick
How slow is slow? SFA detects signals that are slower than the driving force Konferenzbeitrag
In: Filipic, B.; Silc, J. (Hrsg.): Proc. 4th Int. Conf. on Bioinspired Optimization Methods and their Applications, BIOMA, Ljubljana, Slovenia, 2010.
@inproceedings{KonK10ab,
title = {How slow is slow? SFA detects signals that are slower than the driving force},
author = {Wolfgang Konen and Patrick Koch},
editor = {B. Filipic and J. Silc},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/BIOMA10-howslow.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proc. 4th Int. Conf. on Bioinspired Optimization Methods and their Applications, BIOMA, Ljubljana, Slovenia},
keywords = {SFA, SOMA},
pubstate = {published},
tppubtype = {inproceedings}
}
Konen, Wolfgang; Koch, Patrick; Flasch, Oliver; Bartz-Beielstein, Thomas
Parameter-Tuned Data Mining: A General Framework Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, Universitätsverlag Karlsruhe, 2010.
@inproceedings{Kone10ab,
title = {Parameter-Tuned Data Mining: A General Framework},
author = {Wolfgang Konen and Patrick Koch and Oliver Flasch and Thomas Bartz-Beielstein},
editor = {Frank Hoffmann and Eyke Hüllermeier},
url = {http://www.gm.fh-koeln.de/~konen/Publikationen/GMACI10_tunedDM.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings 20. Workshop Computational Intelligence},
publisher = {Universitätsverlag Karlsruhe},
keywords = {Data Mining, SOMA},
pubstate = {published},
tppubtype = {inproceedings}
}
Mehnen, Jörn; Bartz-Beielstein, Thomas
Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO) Sonstige
2010, (urlhttp://www.sigevo.org/gecco-2010/ecp.html).
@misc{Mehn10a,
title = {Evolutionary Computation in Practice track at Genetic and Evolutionary Computation Conference (GECCO)},
author = {Jörn Mehnen and Thomas Bartz-Beielstein },
year = {2010},
date = {2010-01-01},
note = {urlhttp://www.sigevo.org/gecco-2010/ecp.html},
keywords = {Evolutionary Algorithm, Genetic},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.)
Experimental Methods for the Analysis of Optimization Algorithms Buch
Springer, Berlin, Heidelberg, New York, 2010.
@book{Bart09a,
title = {Experimental Methods for the Analysis of Optimization Algorithms},
editor = {Thomas Bartz-Beielstein and Marco Chiarandini and Luis Paquete and Mike Preuss},
url = {http://www.springer.com/978-3-642-02537-2},
year = {2010},
date = {2010-01-01},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {optimization},
pubstate = {published},
tppubtype = {book}
}
Bartz-Beielstein, Thomas; Chiarandini, M.; Paquete, Luis; Preuss, Mike (Hrsg.)
Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010 Konferenzbericht
Nr. TR10-2-007, 2010.
@proceedings{Bart10h,
title = {Proceedings of Workshop on Experimental Methods for the Assessment of Computational Systems joint to PPSN2010},
editor = {Thomas Bartz-Beielstein and M. Chiarandini and Luis Paquete and Mike Preuss},
year = {2010},
date = {2010-01-01},
number = {TR10-2-007},
series = {Computer Science series of the Dortmund University},
keywords = {experimental},
pubstate = {published},
tppubtype = {proceedings}
}
Ziegenhirt, Jörg; Bartz-Beielstein, Thomas; Flasch, Oliver; Konen, Wolfgang; Zaefferer, Martin
Optimization of Biogas Production with Computational Intelligence - A Comparative Study Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 03/10, 2010, ISSN: 2191-365X.
@techreport{Zieg10a,
title = {Optimization of Biogas Production with Computational Intelligence - A Comparative Study},
author = {Jörg Ziegenhirt and Thomas Bartz-Beielstein and Oliver Flasch and Wolfgang Konen and Martin Zaefferer},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Zieg10a.d/ciop0310.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {03/10},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {FIWA},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Sequential Parameter Optimization---An Annotated Bibliography Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 04/10, 2010, ISSN: 2191-365X.
@techreport{Bart10b,
title = {Sequential Parameter Optimization---An Annotated Bibliography},
author = {Thomas Bartz-Beielstein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Bart10b.d/spotannotatedbib.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {04/10},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Writing Interfaces for the Sequential Parameter Optimization Toolbox SPOT Forschungsbericht
Cologne University of Applied Sciences Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 07/10, 2010, ISSN: 2191-365X.
@techreport{Bart10n,
title = {Writing Interfaces for the Sequential Parameter Optimization Toolbox SPOT},
author = {Thomas Bartz-Beielstein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Bart10n.d/Bart10n.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {07/10},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Cologne University of Applied Sciences},
keywords = {SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Performing Meta Experiments Using the Sequential Parameter Optimization Toolbox SPOT Forschungsbericht
Cologne University of Applied Sciences Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 08/10, 2010, ISSN: 2191-365X.
@techreport{Bart10o,
title = {Performing Meta Experiments Using the Sequential Parameter Optimization Toolbox SPOT},
author = {Thomas Bartz-Beielstein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Bart10o.d/Bart10o.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {08/10},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Cologne University of Applied Sciences},
keywords = {SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Severity Testing as a Meta-statistical Principle for Comparing Algorithms Forschungsbericht
Institute of Computer Science Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, Nr. 05/2010, 2010.
@techreport{Bart10c,
title = {Severity Testing as a Meta-statistical Principle for Comparing Algorithms},
author = {Thomas Bartz-Beielstein},
year = {2010},
date = {2010-01-01},
number = {05/2010},
address = {Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany},
institution = {Institute of Computer Science},
keywords = {Meta-statistical},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization andData Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, Nr. 05/10, 2010, ISSN: 2191-365X, (Comments: Related software can be downloaded from http://cran.r-project.org/web/packages/SPOT/index.html).
@techreport{Bart10eb,
title = {SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization},
author = {Thomas Bartz-Beielstein},
url = {http://arxiv.org/abs/1006.4645},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {05/10},
address = {Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization andData Mining)},
note = {Comments: Related software can be downloaded from http://cran.r-project.org/web/packages/SPOT/index.html},
keywords = {FIWA, optimization, SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Experimental Analysis of Optimization Algorithms Sonstige
International Workshop on Nature Inspired Computation and Applications. University of Science and Technology of China, 2010.
@misc{Bart10g,
title = {Experimental Analysis of Optimization Algorithms},
author = {Thomas Bartz-Beielstein},
year = {2010},
date = {2010-01-01},
howpublished = {International Workshop on Nature Inspired Computation and Applications. University of Science and Technology of China},
keywords = {optimization},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas
Writing Interfaces for the Sequential Parameter Optimization ToolboxSPOT Forschungsbericht
Cologne University of Applied Sciences Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 07/10, 2010, ISSN: 2191-365X.
@techreport{Bart10nb,
title = {Writing Interfaces for the Sequential Parameter Optimization ToolboxSPOT},
author = {Thomas Bartz-Beielstein},
url = {http://maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Bart10n.d/Bart10n.pdf},
issn = {2191-365X},
year = {2010},
date = {2010-01-01},
number = {07/10},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Cologne University of Applied Sciences},
keywords = {optimization, SPOT},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas
Tuning and Statistical Analysis of Optimization Algorithms - The Sequential Parameter Optimization Toolbox Unveröffentlicht
2010, (Invited Talk: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA)).
@unpublished{Bart10s,
title = {Tuning and Statistical Analysis of Optimization Algorithms - The Sequential Parameter Optimization Toolbox},
author = {Thomas Bartz-Beielstein},
year = {2010},
date = {2010-01-01},
note = {Invited Talk: The 2010 International Workshop on Nature Inspired Computation and Applications (IWNICA)},
keywords = {optimization, SPOT},
pubstate = {published},
tppubtype = {unpublished}
}
Bartz-Beielstein, Thomas
Automatic and Interactive Tuning of Algorithms---The Sequential Parameter Optimization Toolbox (Invited talk) Sonstige
Leiden University NL, 2010.
@misc{Bart10u,
title = {Automatic and Interactive Tuning of Algorithms---The Sequential Parameter Optimization Toolbox (Invited talk)},
author = {Thomas Bartz-Beielstein},
year = {2010},
date = {2010-01-01},
howpublished = {Leiden University NL},
keywords = {SPOT},
pubstate = {published},
tppubtype = {misc}
}
Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike
Introduction---Experimental Methods for the Analysis of Optimization Algorithms Buchkapitel mit eigenem Titel
In: Experimental Methods for the Analysis of Optimization Algorithms, S. 1–13, Springer, Berlin, Heidelberg, New York, 2010.
@incollection{Bart10d,
title = {Introduction---Experimental Methods for the Analysis of Optimization Algorithms},
author = {Thomas Bartz-Beielstein and Marco Chiarandini and Luis Paquete and Mike Preuss},
year = {2010},
date = {2010-01-01},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {1--13},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {experimental, optimization},
pubstate = {published},
tppubtype = {incollection}
}
Bartz-Beielstein, Thomas; Lasarczyk, Christian; Preuss, Mike
The Sequential Parameter Optimization Toolbox Buchkapitel mit eigenem Titel
In: Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.): Experimental Methods for the Analysis of Optimization Algorithms, S. 337–360, Springer, Berlin, Heidelberg, New York, 2010.
@incollection{Bart09f,
title = {The Sequential Parameter Optimization Toolbox},
author = {Thomas Bartz-Beielstein and Christian Lasarczyk and Mike Preuss},
editor = {Thomas Bartz-Beielstein and Marco Chiarandini and Luis Paquete and Mike Preuss},
year = {2010},
date = {2010-01-01},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {337--360},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {optimization, SPOT},
pubstate = {published},
tppubtype = {incollection}
}
Bartz-Beielstein, Thomas; Preuss, Mike
Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial) Sonstige
Genetic and Evolutionary Computation Conf.~(GECCO~2010), Portland, OR, 2010.
@misc{Bart10v,
title = {Tuning and experimental analysis in evolutionary computation: what we still have wrong (Tutorial)},
author = {Thomas Bartz-Beielstein and Mike Preuss},
year = {2010},
date = {2010-01-01},
howpublished = {Genetic and Evolutionary Computation Conf.~(GECCO~2010), Portland, OR},
keywords = {Evolutionary Algorithm, experimental research},
pubstate = {published},
tppubtype = {misc}
}
Bartz--Beielstein, Thomas; Preuß, Mike; Schwefel, Hans--Paul
Model Optimization with Evolutionary Algorithms Buchkapitel mit eigenem Titel
In: Lucas, K.; Roosen, P. (Hrsg.): Emergence, Analysis, and Evolution of Structures---Concepts and Strategies Across Disciplines, S. 47–62, Springer, Berlin, Heidelberg, New York, 2010.
@incollection{Bart10f,
title = {Model Optimization with Evolutionary Algorithms},
author = {Thomas Bartz--Beielstein and Mike Preuß and Hans--Paul Schwefel},
editor = {K. Lucas and P. Roosen},
year = {2010},
date = {2010-01-01},
booktitle = {Emergence, Analysis, and Evolution of Structures---Concepts and Strategies Across Disciplines},
pages = {47--62},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {Evolutionary Algorithm, optimization},
pubstate = {published},
tppubtype = {incollection}
}
Bartz-Beielstein, Thomas; Preuss, Mike
The Future of Experimental Research Buchkapitel mit eigenem Titel
In: Bartz-Beielstein, Thomas; Chiarandini, Marco; Paquete, Luis; Preuss, Mike (Hrsg.): Experimental Methods for the Analysis of Optimization Algorithms, S. 17–46, Springer, Berlin, Heidelberg, New York, 2010.
@incollection{Bart09e,
title = {The Future of Experimental Research},
author = {Thomas Bartz-Beielstein and Mike Preuss},
editor = {Thomas Bartz-Beielstein and Marco Chiarandini and Luis Paquete and Mike Preuss},
year = {2010},
date = {2010-01-01},
booktitle = {Experimental Methods for the Analysis of Optimization Algorithms},
pages = {17--46},
publisher = {Springer},
address = {Berlin, Heidelberg, New York},
keywords = {experimental research},
pubstate = {published},
tppubtype = {incollection}
}
Bartz-Beielstein, Thomas; Preuss, Mike; Schmitt, Karlheinz; Schwefel, Hans-Paul
Challenges for Contemporary Evolutionary Algorithms Forschungsbericht
Faculty of Computer Science, Algorithm Engineering (Ls11), TU Dortmund Nr. TR10-2-003, 2010.
@techreport{Bart10j,
title = {Challenges for Contemporary Evolutionary Algorithms},
author = {Thomas Bartz-Beielstein and Mike Preuss and Karlheinz Schmitt and Hans-Paul Schwefel},
year = {2010},
date = {2010-01-01},
number = {TR10-2-003},
institution = {Faculty of Computer Science, Algorithm Engineering (Ls11), TU Dortmund},
keywords = {Evolutionary Algorithm},
pubstate = {published},
tppubtype = {techreport}
}
2009
Flasch, Oliver; Bartz-Beielstein, Thomas
Sequential parameter optimization applied to evolutionary strategies for portfolio optimization Sonstige
Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM 09). Limassol, Cyprus, 2009.
@misc{Flas09b,
title = {Sequential parameter optimization applied to evolutionary strategies for portfolio optimization},
author = {Oliver Flasch and Thomas Bartz-Beielstein},
year = {2009},
date = {2009-01-01},
howpublished = {Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM 09). Limassol, Cyprus},
keywords = {Evolutionary Algorithm, evolutionary strategy, optimization, sequential optimization},
pubstate = {published},
tppubtype = {misc}
}
Flasch, Oliver; Bartz-Beielstein, Thomas; Koch, Patrick; Konen, Wolfgang
Genetic Programming Applied to Predictive Control in Environmental Engineering Konferenzbeitrag
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 Konferenzbeitrag
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 Konferenzbeitrag
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 Konferenzbeitrag
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 Konferenzbeitrag
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 Konferenzbeitrag
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}
}
246 Einträge « ‹ 3 von 5
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246 Einträge « ‹ 3 von 25
› » 21.
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}
}
22.
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}
}
23.
Barsnick, Felix
Implementierung und Untersuchung eines Turniersystems für KI-Agenten in Brettspielen Abschlussarbeit
TH Köln -- University of Applied Sciences, 2019, (Master thesis).
@mastersthesis{Barsnick2019,
title = {Implementierung und Untersuchung eines Turniersystems für KI-Agenten in Brettspielen},
author = {Felix Barsnick},
url = {http://www.gm.fh-koeln.de/~konen/research/PaperPDF/MA_MMI_Barsnick-2019-04-final.pdf},
year = {2019},
date = {2019-01-01},
institution = {Institut für Informatik},
school = {TH Köln -- University of Applied Sciences},
note = {Master thesis},
keywords = {},
pubstate = {published},
tppubtype = {mastersthesis}
}
24.
Thill, Markus; Däubner, Sina; Konen, Wolfgang; Bäck, Thomas
Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Konferenzbeitrag
In: á, Petra Barancíkov; Holena, Martin; others, (Hrsg.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).
@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}
}
25.
Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas
How to Solve the Dilemma of Margin-Based Equality Handling Methods Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke; Mikut, Ralf (Hrsg.): Proceedings - 28. Workshop Computational Intelligence, Dortmund, 29. - 30. November 2018, S. 257-270, KIT Scientific Publishing, Karlsruhe, 2018, ISBN: 978-3-7315-0845-8, (Young Author Award).
@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}
}
26.
Thill, Markus; Konen, Wolfgang; Bäck, Thomas
Online Adaptable Time Series Anomaly Detection with Discrete Wavelet Transforms and Multivariate Gaussian Distributions Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) TH Köln - University of Applied Science, 2018, (submitted to Archives of Data Sciences, Series A (ECDA'2018), preprint available at http://www.gm.fh-koeln.de/ciopwebpub/Thill18a.d/AoDS2018.pdf).
@techreport{Thill2018,
title = {Online Adaptable Time Series Anomaly Detection with Discrete Wavelet Transforms and Multivariate Gaussian Distributions},
author = {Markus Thill and Wolfgang Konen and Thomas Bäck},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Thill18.d/AoDS2018.pdf},
year = {2018},
date = {2018-11-01},
address = {TH Köln - University of Applied Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
note = {submitted to Archives of Data Sciences, Series A (ECDA'2018), preprint available at http://www.gm.fh-koeln.de/ciopwebpub/Thill18a.d/AoDS2018.pdf},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
27.
Konen, Wolfgang; Koch, Patrick
The TDMR 2.0 Package: Tuned Data Mining in R Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 02/2018, 2018, (Last update: April 2018 (original version: 2012)).
@techreport{Kone18a,
title = {The TDMR 2.0 Package: Tuned Data Mining in R},
author = {Wolfgang Konen and Patrick Koch},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Kone12a.d/Kone12a.pdf},
year = {2018},
date = {2018-04-01},
number = {02/2018},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
note = {Last update: April 2018 (original version: 2012)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
28.
Konen, Wolfgang; Koch, Patrick
The TDMR 2.0 Tutorial: Examples for Tuned Data Mining in R Forschungsbericht
Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, Nr. 03/2018, 2018, (Last update: April 2018 (original version: 2012)).
@techreport{Kone18b,
title = {The TDMR 2.0 Tutorial: Examples for Tuned Data Mining in R},
author = {Wolfgang Konen and Patrick Koch},
url = {http://www.gm.fh-koeln.de/ciopwebpub/Kone12b.d/Kone12b.pdf},
year = {2018},
date = {2018-04-01},
number = {03/2018},
address = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},
institution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},
note = {Last update: April 2018 (original version: 2012)},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
29.
Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas
Comparing Kriging and Radial Basis Function Surrogates Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 243-259, Universitätsverlag Karlsruhe, 2017.
@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}
}
30.
Thill, Markus; Konen, Wolfgang; Bäck, Thomas
Anomaly Detection in Time Series with Discrete Wavelet Transforms and Maximum Likelihood Estimation Konferenzbeitrag
In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 27. Workshop Computational Intelligence, S. 67-71, Universitätsverlag Karlsruhe, 2017.
@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}
}
246 Einträge « ‹ 3 von 25
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