Description
CI Methods for predictions in finance and water industry (FIWA)
Extracting information and making reliable predictions from complex real-world data is a challenging task – especially in finance and water industry. Methods from computational intelligence are developed, analyzed, and applied in this research project. These CI methods, namely genetic programming, complement classical statistical techniques from time-series analysis.
People
Thomas Bartz-Beielstein, Oliver Flasch, Martina Friese, Boris Naujoks, Jörg Stork, Martin Zaefferer
Publications
2010
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 = {},
pubstate = {published},
tppubtype = {techreport}
}
Bartz-Beielstein, Thomas; Flasch, Oliver; Koch, Patrick; Konen, Wolfgang
SPOT: A Toolbox for Interactive and Automatic Tuning of SearchHeuristics and Simulation Models in the R Environment Forschungsbericht
Cologne University of Applied Sciences 2010.
@techreport{Bart10q,
title = {SPOT: A Toolbox for Interactive and Automatic Tuning of SearchHeuristics and Simulation Models in the R Environment},
author = {Thomas Bartz-Beielstein and Oliver Flasch and Patrick Koch and Wolfgang Konen },
year = {2010},
date = {2010-01-01},
institution = {Cologne University of Applied Sciences},
keywords = {},
pubstate = {published},
tppubtype = {techreport}
}
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 = {},
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 = {},
pubstate = {published},
tppubtype = {techreport}
}
2008
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 = {},
pubstate = {published},
tppubtype = {inproceedings}
}
