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238 Einträge « 2 von 5 »

2012

Flasch, Oliver; Bartz-Beielstein, Thomas

Towards a Framework for the Empirical Analysis of Genetic Programming System Performance Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, (05/12), 2012, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: GP

Friese, Martina; Bartz-Beielstein, Thomas; Vladislavleva, Katya; Flasch, Oliver; Mersmann, Olaf; Naujoks, Boris; Stork, Jörg; Zaefferer, Martin

Ensemble-Based Model Selection for Smart Metering Data (Abstract) Forschungsbericht

CIplus 2012.

BibTeX | Schlagwörter:

Koch, Patrick; Konen, Wolfgang

Efficient sampling and handling of variance in tuning data mining models Inproceedings

In: Coello, Carlos A. Coello; Cutello, Vincenzo; others, (Hrsg.): PPSN'2012: 12th International Conference on Parallel Problem Solving From Nature, Taormina, S. 195–205, Springer, Heidelberg, 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Koch, Patrick; Bischl, Bernd; Flasch, Oliver; Bartz-Beielstein, Thomas; Weihs, Claus; Konen, Wolfgang

Tuning and Evolution of Support Vector Kernels Artikel

In: Evolutionary Intelligence, 5 , S. 153–170, 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Konen, Wolfgang; Koch, Patrick

The TDMR Framework: 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, (02/2012), 2012.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Thill, Markus

Einsatz von N-Tupel-Systemen mit TD-Learning für strategische Brettspiele am Beispiel von Vier Gewinnt Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (01/12), 2012, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Thill, Markus; Koch, Patrick; Konen, Wolfgang

Reinforcement learning with n-tuples on the game Connect-4 Inproceedings

In: Coello, Carlos A. Coello; Cutello, Vincenzo (Hrsg.): PPSN'2012: 12th International Conference on Parallel Problem Solving From Nature, Taormina, S. 184–194, Springer, Heidelberg, 2012.

Links | BibTeX | Schlagwörter: SOMA

Zaefferer, Martin

Optimization and Empirical Analysis of an Event Detection Software for Water Quality Monitoring Abschlussarbeit

Cologne University of Applied Sciences, 2012.

Links | BibTeX | Schlagwörter:

Zaefferer, Martin; Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Flasch, Oliver

MSPOT: Multi-Criteria Sequential Optimization Forschungsbericht

CIplus (TR 2/2012), 2012.

BibTeX | Schlagwörter:

Zaefferer, Martin; Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Flasch, Oliver

Multi-Criteria Optimization for Hard Problems under Limited Budgets Inproceedings

In: Soule, Terry; Auger, Anne; Moore, Jason; Pelta, David; Solnon, Christine; Preuss, Mike; Dorin, Alan; Ong, Yew-Soon; Blum, Christian; Silva, Dario Landa; Neumann, Frank; Yu, Tina; Ekart, Aniko; Browne, Wil; Kovacs, Tim; Wong, Man-Leung; Pizzuti, Clara; Rowe, Jon; Friedrich, Tobias; Squillero, Giovanni; Bredeche, Nicolas; Smith, Stephen; Motsinger-Rei, Alison; Lozano, Jose; Pelikan, Martin; Meyer-Nienber, Silja; Igel, Christian; and, Greg Hornby (Hrsg.): GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, S. 1451–1452, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas

Challenging Tasks in Real-World Optimization Buchkapitel mit eigenem Titel

In: Kacprzyk, Janusz; Pedrycz, Witold (Hrsg.): Handbook of Computational Intelligence, Springer, 2012.

BibTeX | Schlagwörter:

Bartz-Beielstein, T

Research Topics in Sequential Parameter Optimization Sonstige

Presentation --- ESF Workshop Rome, 2012.

BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas

Spot Seven Sonstige

Presentation---ESF Workshop Rome, 2012.

BibTeX | Schlagwörter: SPOT

Bartz-Beielstein, Thomas; Flasch, Oliver; Zaefferer, Martin

Sequential Parameter Optimization for Symbolic Regression Inproceedings

In: Gustafson, Steven; Vladislavleva, Ekaterina (Hrsg.): GECCO 2012 Symbolic regression and modeling workshop, S. 495–496, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris; Zaefferer, Martin

SPOT Applied to Non-Stochastic Optimization Problems---An Experimental Study Inproceedings

In: Rodriguez, Katya; Blum, Christian (Hrsg.): GECCO 2012 Late breaking abstracts workshop, S. 645–646, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

BibTeX | Schlagwörter: SPOT

Bartz-Beielstein, Thomas; Preuss, Mike; Zaefferer, Martin

Statistical Analysis of Optimization Algorithms with R Inproceedings

In: Ochoa, Gabriela (Hrsg.): GECCO 2012 Specialized techniques and applications tutorials, S. 1259–1286, ACM, Philadelphia, Pennsylvania, USA, 2012, ISBN: 978-1-4503-1178-6.

Abstract | BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Zaefferer, Martin

A Gentle Introduction to Sequential Parameter Optimization Forschungsbericht

CIplus (TR 01/2012), 2012.

BibTeX | Schlagwörter:

2011

Bartz-Beielstein, Thomas; Friese, Martina; Zaefferer, Martin; Naujoks, Boris; Flasch, Oliver; Konen, Wolfgang; Koch, Patrick

Noisy optimization with sequential parameter optimization and optimal computational budget allocation Inproceedings

In: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, S. 119–120, ACM, Dublin, Ireland, 2011, ISBN: 978-1-4503-0690-4.

Links | BibTeX | Schlagwörter:

Flasch, Oliver; Bartz-Beielstein, Thomas; 1, Daniel Bicker; Kantschik, Wolfgang; von Strachwitz, Christian

Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (10/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: GeCCO, optimization

Friese, Martina; Zaefferer, Martin; Bartz-Beielstein, Thomas; Flasch, Oliver; Koch, Patrick; Konen, Wolfgang; Naujoks, Boris

Ensemble Based Optimization and Tuning Algorithms Inproceedings

In: Hoffmann, F.; Hüllermeier, E. (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: optimization

Friese, Martina; Zaefferer, Martin; Thomasand Flasch Bartz-Beielstein, Oliver; Koch, Patrick; Konen, Wolfgang; Naujoks, Boris

Ensemble Based Optimization and Tuning Algorithms Inproceedings

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: TDMR

Koch, Patrick; Bischl, Bernd; Flasch, Oliver; Bartz-Beielstein, Thomas; Konen, Wolfgang

On the Tuning and Evolution of Support Vector Kernels Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (04/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Koch, Patrick; Bischl, Bernd; Flasch, Oliver; Bartz-Beielstein, Thomas; Konen, Wolfgang

On the Tuning and Evolution of Support Vector Kernels Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Scienceand Engineering Science, (04/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: TDMR

Koch, Patrick; Konen, Wolfgang; Naujoks, Boris; Flasch, Oliver; Friese, Martina; Zaefferer, Martin; Bartz-Beielstein, Thomas

Tuned Data Mining in R Inproceedings

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 21. Workshop Computational Intelligence, S. 147–160, Universitätsverlag Karlsruhe, 2011.

BibTeX | Schlagwörter: Data Mining, SOMA, TDMR

Konen, Wolfgang

Self-configuration from a Machine-Learning Perspective Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (05/11; arXiv: 1105.1951), 2011, ISSN: 2191-365X, (e-print published at http://arxiv.org/abs/1105.1951 and Dagstuhl Preprint Archive, Workshop 11181 "Organic Computing -- Design of Self-Organizing Systems").

Links | BibTeX | Schlagwörter: Gesture Reconginition, TDMR

Konen, Wolfgang

SFA classification with few training data: Improvements with parametric bootstrap Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (09/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: SFA, SOMA

Konen, Wolfgang

Der SFA-Algorithmus für Klassifikation Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (08/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: machine learning, SFA, SOMA

Konen, Wolfgang; Koch, Patrick

The slowness principle: SFA can detect different slow components in nonstationary time series Artikel

In: International Journal of Innovative Computing and Applications (IJICA), 3 (1), S. 3–10, 2011.

Links | BibTeX | Schlagwörter: SFA, SOMA

Konen, Wolfgang; Koch, Patrick; Flasch, Oliver; Bartz-Beielstein, Thomas; Friese, Martina; Naujoks, Boris

Tuned Data Mining: A Benchmark Study on Different Tuners Inproceedings

In: Krasnogor, Natalio (Hrsg.): GECCO '11: Proceedings of the 13th Annual Conference on Genetic andEvolutionary Computation, S. 1995–2002, 2011.

BibTeX | Schlagwörter: Data Mining, SOMA, TDMR

Bartz-Beielstein, Thomas; Friese, Matina

Sequential Parameter Optimization and Optimal Computational Budget Allocation for Noisy Optimization Problems Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (02/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Friese, Martina; Flasch, Oliver; Konen, Wolfgang; Koch, Patrick; Naujoks, Boris

Ensemble-Based Modeling Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (06/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Flasch, Oliver; Bartz-Beielstein, Thomas; Bicker, Daniel; Kantschik, Wolfgang; von Strachwitz, Christian

Results of the GECCO 2011 Industrial Challenge: Optimizing Foreign Exchange Trading Strategies Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (10/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Judt, Leonard; Mersmann, Olaf; Naujoks, Boris

Non-monotonicity of Obtained Hypervolume in 1-greedy S-Metric Selection Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, (07/11), 2011, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter:

Konen, Wolfgang

The TDM Framework: Tuned Data Mining in R Forschungsbericht

Cologne University of Applied Sciences (01/11), 2011.

Links | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Preuss, Mike

Automatic and interactive tuning of algorithms Inproceedings

In: GECCO (Companion), S. 1361-1380, 2011.

Links | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas

RGP - Statistical Analysis (Working Paper) Forschungsbericht

Cologne Unversity of Applied Sciences 2011.

BibTeX | Schlagwörter: RGP

Bartz--Beielstein, Thomas; Preuß, Mike

Experimental Analysis of Optimization Algorithms: Tuning and Beyond Buchkapitel mit eigenem Titel

In: Borenstein, Yossi; Moraglio, Alberto (Hrsg.): Theory and Principled Methods for Designing Metaheuristics, Springer, Berlin, Heidelberg, New York, 2011, (accepted).

BibTeX | Schlagwörter: optimization

Bartz-Beielstein, Thomas; Preuss, Mike

Automatic and Interactive Tuning of Algorithms (Tutorial) Sonstige

Genetic and Evolutionary Computation Conf.~(GECCO~2011), Dublin, 2011.

BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Zaefferer, Martin

SPOT Package Vignette Forschungsbericht

Cologne University of Applied Sciences 2011.

Links | BibTeX | Schlagwörter: SPOT

2010

Bartz-Beielstein, Thomas; Flasch, Oliver; Koch, Patrick; Konen, Wolfgang

SPOT: A Toolbox for Interactive and Automatic Tuning in the R Environment Inproceedings

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 264–273, Universitätsverlag Karlsruhe, 2010.

BibTeX | Schlagwörter: SPOT

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.

BibTeX | Schlagwörter: FIWA

Flasch, Oliver; Bartz-Beielstein, Thomas; Davtyan, Arthur; Koch, Patrick; Konen, Wolfgang; Oyetoyan, Tosin; Tamutan, Michael

Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction Inproceedings

In: and, Gary Fogel (Hrsg.): Proc. IEEE Congress Evolutionary Computation (CEC), S. 1579–1586, 2010.

BibTeX | Schlagwörter: GP, Prediction

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, (02/10), 2010, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: FIWA, Prediction

Flasch, Oliver; Bartz-Beielstein, Thomas; Koch, Patrick; Konen, Wolfgang

Clustering Based Niching for Genetic Programming in the R Environment Inproceedings

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 33–46, Universit, 2010.

BibTeX | Schlagwörter: Clustering, Genetic Programming, R

Flasch, Oliver; Mersmann, Olaf; Bartz-Beielstein, Thomas

RGP: An Open Source Genetic Programming System for the R Environment Inproceedings

In: Pelikan, Martin; Branke, Jürgen (Hrsg.): Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, S. 2071-2072, ACM, 2010.

BibTeX | Schlagwörter: Genetic Programming, GP, R, RGP

Hein, Kristine

Gestenerkennung mit Slow Feature Analysis (SFA) - Klassifizierung von beschleunigungsbasierten 3Đ-Gesten des Wii-Controllers Forschungsbericht

FH Köln 2010.

Links | BibTeX | Schlagwörter: Gesture Reconginition, SFA, SOMA

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, (01-10), 2010, ISSN: 2191-365X.

Links | BibTeX | Schlagwörter: Gesture Reconginition, SFA

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.

BibTeX | Schlagwörter: optimization

Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas

Optimizing Support Vector Machines for Stormwater Prediction Inproceedings

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.

Links | BibTeX | Schlagwörter: optimization, SOMA, SVM, TDMR

Koch, Patrick; Konen, Wolfgang; Flasch, Oliver; Bartz-Beielstein, Thomas

Optimization of Support Vector Regression Models for Stormwater Prediction Inproceedings

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 20. Workshop Computational Intelligence, S. 146–160, Universitätsverlag Karlsruhe, 2010.

BibTeX | Schlagwörter: optimization, Prediction, SOMA, SVM, TDMR

238 Einträge « 2 von 5 »

 


Search Field

238 Einträge « 2 von 24 »
11.

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

Solving Optimization Problems with High Conditioning by Means of Online Whitening Inproceedings

In: Lopez-Ibanez, Manuel (Hrsg.): Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, S. 243-244, ACM, 2019.

Links | BibTeX

12.

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

SACOBRA with Online Whitening for Solving Optimization Problems with High Conditioning Forschungsbericht

arXiv preprint arXiv:1904.08397 2019.

Links | BibTeX

13.

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

How to Solve the Dilemma of Margin-Based Equality Constraint Handling Methods Artikel

In: at-Automatisierungstechnik, submitted , 2019.

BibTeX

14.

Buhl, Henning; Konen, Wolfgang; Thill, Markus

Deep Learning mit Keras und Tensorflow Sonstige

Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019.

Links | BibTeX

15.

Barsnick, Felix

Implementierung und Untersuchung eines Turniersystems für KI-Agenten in Brettspielen Abschlussarbeit

TH Köln -- University of Applied Sciences, 2019, (Master thesis).

Links | BibTeX

16.

Thill, Markus; Däubner, Sina; Konen, Wolfgang; Bäck, Thomas

Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Inproceedings

In: á, Petra Barancíkov; Holena, Martin; others, (Hrsg.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).

Links | BibTeX

17.

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

How to Solve the Dilemma of Margin-Based Equality Handling Methods Inproceedings

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).

Links | BibTeX

18.

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).

Links | BibTeX

19.

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, (02/2018), 2018, (Last update: April 2018 (original version: 2012)).

Links | BibTeX

20.

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, (03/2018), 2018, (Last update: April 2018 (original version: 2012)).

Links | BibTeX

238 Einträge « 2 von 24 »