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Dr. Patrick Koch
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Zitiert von
Zitiert von
Jahr
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
652012
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
502010
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
402015
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
322011
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
262009
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
142011
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
122011
Rake selection: A novel evolutionary multi-objective optimization algorithm
O Kramer, P Koch
Annual Conference on Artificial Intelligence, 177-184, 2009
122009
Genetic programming applied to predictive control in environmental engineering
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 19, 101-113, 2009
102009
Parameter-tuned data mining: A general framework
W Konen, P Koch, O Flasch, T Bartz-Beielstein
Proceedings 20, 2010
92010
Self-adaptive partially mapped crossover
O Kramer, P Koch
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
92007
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
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
Optimization of support vector regression models for stormwater prediction
P Koch, T Bartz-Beielstein, W Konen
Proceedings 20. workshop computational intelligence. Universitätsverlag …, 2010
82010
How slow is slow? SFA detects signals that are slower than the driving force
W Konen, P Koch
arXiv preprint arXiv:0911.4397, 2009
72009
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
52010
Clustering based niching for genetic programming in the R environment
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 20, 33-46, 2010
42010
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
22011
Efficient tuning in supervised machine learning
P Koch
Leiden University, 2013
12013
Tuned Data Mining in R
P Koch, W Konen, O Flasch, M Friese, B Naujoks, M Zaefferer, ...
Clustering Neuronale Netze Data Mining Regelung Analyse, 147, 2011
12011
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