Παρακολούθηση
Dr. Patrick Koch
Dr. Patrick Koch
Data Scientist
Μη επαληθευμένη διεύθυνση ηλ. ταχυδρομείου
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Tuning and evolution of support vector kernels
P Koch, B Bischl, O Flasch, T Bartz-Beielstein, C Weihs, W Konen
Evolutionary Intelligence 5, 153-170, 2012
702012
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
512010
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
502015
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
362011
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
282009
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
162011
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
142011
Rake selection: A novel evolutionary multi-objective optimization algorithm
O Kramer, P Koch
Annual conference on artificial intelligence, 177-184, 2009
122009
Parameter-tuned data mining: A general framework
W Konen, P Koch, O Flasch, T Bartz-Beielstein
Proceedings 20, 2010
102010
Optimizing support vector machines for stormwater prediction
P Koch, W Konen, O Flasch, T Bartz-Beielstein
Workshop on Experimental Methods for the Assessment of Computational Systems …, 2010
92010
Genetic programming applied to predictive control in environmental engineering
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 19, 101-113, 2009
92009
Self-adaptive partially mapped crossover
O Kramer, P Koch
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
92007
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
62010
Clustering based niching for genetic programming in the R environment
O Flasch, T Bartz-Beielstein, P Koch, W Konen
Proceedings 20, 33-46, 2014
32014
Efficient tuning in supervised machine learning
P Koch
PhD thesis, Universiteit Leiden, 2013
22013
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
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, 2014
2014
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