Dr. Patrick Koch
TitleCited byYear
Tuning and evolution of support vector kernels
P Koch, B Bischl, O Flasch, T Bartz-Beielstein, C Weihs, W Konen
Evolutionary Intelligence 5 (3), 153-170, 2012
522012
Gesture recognition on few training data using slow feature analysis and parametric bootstrap
P Koch, W Konen, K Hein
The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010
452010
Efficient Multi-criteria Optimization on Noisy Machine Learning Problems
P Koch, T Wagner, MTM Emmerich, T Bäck, W Konen
Applied Soft Computing, 1-31, 2015
272015
Tuned data mining: a benchmark study on different tuners
W Konen, P Koch, O Flasch, T Bartz-Beielstein, M Friese, B Naujoks
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
202011
On the hybridization of SMS-EMOA and local search for continuous multiobjective optimization
P Koch, O Kramer, G Rudolph, N Beume
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
202009
The slowness principle: SFA can detect different slow components in non-stationary time series
W Konen, P Koch
International Journal of Innovative Computing and Applications 3 (1), 3-10, 2011
112011
Noisy optimization with sequential parameter optimization and optimal computational budget allocation
T Bartz-Beielstein, M Friese, M Zaefferer, B Naujoks, O Flasch, W Konen, ...
Proceedings of the 13th annual conference companion on Genetic and …, 2011
102011
Self-adaptive partially mapped crossover
O Kramer, P Koch
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
102007
Genetic programming applied to predictive control in environmental engineering
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 19, 101-113, 2009
92009
Parameter-tuned data mining: A general framework
W Konen, P Koch, O Flasch, T Bartz-Beielstein
Proceedings 20, 2010
82010
Comparing CI methods for prediction models in environmental engineering
O Flasch, T Bartz-Beielstein, A Davtyan, P Koch, W Konen, TD Oyetoyan, ...
Proc. of CEC, 2010
82010
Rake selection: A novel evolutionary multi-objective optimization algorithm
O Kramer, P Koch
Annual Conference on Artificial Intelligence, 177-184, 2009
82009
Optimizing support vector machines for stormwater prediction
P Koch, W Konen, O Flasch, T Bartz-Beielstein
Proceedings of workshop on experimental methods for the assessment of …, 2010
72010
Optimization of support vector regression models for stormwater prediction
P Koch, T Bartz-Beielstein, W Konen
Proceedings 20. workshop computational intelligence. Universitätsverlag …, 2010
62010
Comparing SPO-tuned GP and NARX prediction models for stormwater tank fill level prediction
O Flasch, T Bartz-Beielstein, A Davtyan, P Koch, W Konen, TD Oyetoyan, ...
IEEE Congress on Evolutionary Computation, 1-8, 2010
42010
How slow is slow? SFA detects signals that are slower than the driving force
W Konen, P Koch
arXiv preprint arXiv:0911.4397, 2009
42009
Clustering based niching for genetic programming in the R environment
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 20, 33-46, 2010
22010
Efficient tuning in supervised machine learning
P Koch
Leiden Institute of Advanced Computer Science (LIACS), Faculty of Science …, 2013
12013
Ensemble-based modeling
T Bartz-Beielstein, M Friese, O Flasch, W Konen, P Koch, B Naujoks
CIOP Technical Report 06/11, Research Center CIOP (Computational …, 2011
12011
Package ‘SPOT’
T Bartz, OF Konen, M Friese, P Koch, M Zaefferer, B Naujoks, ...
2013
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Articles 1–20