Search Field

246 Einträge « 2 von 5 »

2014

Thill, Markus; Konen, Wolfgang

Connect-4 Game Playing Framework (C4GPF) Sonstige

2014.

Links | BibTeX | Schlagwörter: Game Learning, learning, Reinforcement learning

2013

Faeskorn-Woyke, Heide; Konen, Wolfgang; Stahl, Hans

Zukunft der Informatik Buchkapitel mit eigenem Titel

In: Becker, Klaus; others, (Hrsg.): Die Wissenschaft von der Praxis denken - Festschrift für Joachim Metzner zum 70. Geburtstag, S. 238 – 250, Verlag H. Schmidt, Mainz, 2013.

Links | BibTeX | Schlagwörter:

Koch, Patrick; Konen, Wolfgang

Subsampling strategies in SVM ensembles Konferenzbeitrag

In: Hoffmann, Frank; Hüllermeier, Eyke (Hrsg.): Proceedings 23. Workshop Computational Intelligence, S. 119–134, Universitätsverlag Karlsruhe, 2013.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Stork, Jörg; Ramos, Ricardo; Koch, Patrick; Konen, Wolfgang

SVM ensembles are better when different kernel types are combined Konferenzbeitrag

In: Lausen, Berthold (Hrsg.): European Conference on Data Analysis (ECDA13), (under review), 2013.

Links | BibTeX | Schlagwörter: SOMA, TDMR

Guerra, Ricardo Ramos; Stork, Jörg

Building and analyzing SVM ensembles with Bagging and AdaBoost on big data sets Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) Cologne University of Applied Sciences, Nr. 1/13, 2013.

Links | BibTeX | Schlagwörter: SVM

2012

Konen, Wolfgang; Koch, Patrick

The TDMR 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. 02/2012, 2012, (Last update: June 2017).

Links | BibTeX | Schlagwörter: parameter tuning, SOMA, TDMR

Konen, Wolfgang; Koch, Patrick

The TDMR 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. 03/2012, 2012, (Last update: May, 2016).

Links | BibTeX | Schlagwörter: parameter tuning, SOMA, TDMR

Flasch, Oliver; Bartz-Beielstein, Thomas

A Framework for the Empirical Analysis of Genetic Programming System Performance Buchkapitel mit eigenem Titel

In: Riolo, Rick; Vladislavleva, Ekaterina; Moore, Jason H. (Hrsg.): Genetic Programming Theory and Practice X, S. TBA, Springer, Ann Arbor, USA, 2012.

BibTeX | Schlagwörter:

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, Nr. 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 Konferenzbeitrag

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, Bd. 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, Nr. 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, Nr. 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 Konferenzbeitrag

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 Nr. 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 Konferenzbeitrag

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 Konferenzbeitrag

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 Konferenzbeitrag

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 Konferenzbeitrag

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 Nr. 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 Konferenzbeitrag

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, Nr. 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 Konferenzbeitrag

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 Konferenzbeitrag

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, Nr. 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, Nr. 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 Konferenzbeitrag

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, Nr. 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, Nr. 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, Nr. 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), Bd. 3, Nr. 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 Konferenzbeitrag

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, Nr. 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, Nr. 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, Nr. 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, Nr. 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 Nr. 01/11, 2011.

Links | BibTeX | Schlagwörter:

Bartz-Beielstein, Thomas; Preuss, Mike

Automatic and interactive tuning of algorithms Konferenzbeitrag

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 Konferenzbeitrag

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 Konferenzbeitrag

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

BibTeX | Schlagwörter: GP, Prediction

246 Einträge « 2 von 5 »

 


Search Field

246 Einträge « 2 von 25 »
11.

Konen, Wolfgang

The GBG Class Interface Tutorial V2.2: General Board Game Playing and Learning Forschungsbericht

Research Center CIOP (Computational Intelligence, Optimization and Data Mining) 2020.

Links | BibTeX

12.

Konen, Wolfgang

Die CO2-Kosten des Video-Streaming Artikel

In: Die Neue Hochschule (dnh), Bd. 3, S. 18-19, 2020.

Links | BibTeX

13.

Thill, Markus; Konen, Wolfgang; Bäck, Thomas

Time Series Encodings with Temporal Convolutional Networks Konferenzbeitrag

In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), 2020.

Links | BibTeX

14.

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).

Links | BibTeX

15.

Scheiermann, Johannes

AlphaZero-inspirierte KI-Agenten im General Board Game Playing Abschlussarbeit

TH Köln -- University of Applied Sciences, 2020, (Bachelor thesis).

Links | BibTeX

16.

Konen, Wolfgang; Bagheri, Samineh

Reinforcement Learning for N-Player Games: The Importance of Final Adaptation Konferenzbeitrag

In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), Bruxelles, 2020.

Links | BibTeX

17.

Cöln, Julian; Dittmar, Yannick

Untersuchung von KI Agenten im Spiel Othello Forschungsbericht

TH Köln, Institut für Informatik 2019.

Links | BibTeX

18.

Konen, Wolfgang

General Board Game Playing for Education and Research in Generic AI Game Learning Konferenzbeitrag

In: Perez, Diego; Mostaghim, Sanaz; Lucas, Simon (Hrsg.): IEEE Conference on Games, London, 2019.

Links | BibTeX

19.

Bagheri, Samineh; Konen, Wolfgang; Bäck, Thomas

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

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

Links | BibTeX

20.

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

246 Einträge « 2 von 25 »