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Rikard König
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The truth is in there-rule extraction from opaque models using genetic programming.
U Johansson, R König, L Niklasson
FLAIRS, 658-663, 2004
922004
Accuracy vs. comprehensibility in data mining models
U Johansson, L Niklasson, R König
Proceedings of the seventh international conference on information fusion 1 …, 2004
752004
Rule extraction from trained neural networks using genetic programming
U Johansson, R König, L Niklasson
13th International Conference on Artificial Neural Networks, 13-16, 2003
612003
G-REX: A versatile framework for evolutionary data mining
R Konig, U Johansson, L Niklasson
2008 IEEE International Conference on Data Mining Workshops, 971-974, 2008
442008
Building neural network ensembles using genetic programming
U Johansson, T Lofstrom, R Konig, L Niklasson
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
302006
Mining trackman golf data
U Johansson, R König, P Brattberg, A Dahlbom, M Riveiro
2015 International Conference on Computational Science and Computational …, 2015
282015
Automatically balancing accuracy and comprehensibility in predictive modeling
U Johansson, R Konig, L Niklasson
2005 7th International Conference on Information Fusion 2, 7 pp., 2005
242005
Evolved decision trees as conformal predictors
U Johansson, R König, T Löfström, H Boström
2013 IEEE Congress on Evolutionary Computation, 1794-1801, 2013
232013
Rule Extraction from Opaque Models--A Slightly Different Perspective
U Johansson, T Lofstrom, R Konig, C Sonstrod, L Niklasson
2006 5th International Conference on Machine Learning and Applications …, 2006
232006
Why not use an oracle when you got one
U Johansson, T Löfström, R König, L Niklasson
Neural Information Processing-Letters and Reviews 10 (8-9), 227-236, 2006
182006
Genetic programming-a tool for flexible rule extraction
R Konig, U Johansson, L Niklasson
2007 IEEE Congress on Evolutionary Computation, 1304-1310, 2007
162007
Genetic rule extraction optimizing brier score
U Johansson, R König, L Niklasson
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
152010
Predictive techniques and methods for decision support in situations with poor data quality
R König
152009
Neural networks and rule extraction for prediction and explanation in the marketing domain
U Johansson, C Sonstrod, R Konig, L Niklasson
Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003
152003
Hierarchical Temporal Memory-based algorithmic trading of financial markets
P Gabrielsson, R König, U Johansson
2012 IEEE Conference on Computational Intelligence for Financial Engineering …, 2012
122012
Improving gp classification performance by injection of decision trees
R König, U Johansson, T Löfström, L Niklasson
IEEE Congress on Evolutionary Computation, 1-8, 2010
112010
Co-evolving online high-frequency trading strategies using grammatical evolution
P Gabrielsson, U Johansson, R König
2014 IEEE Conference on Computational Intelligence for Financial Engineering …, 2014
102014
Evolving hierarchical temporal memory-based trading models
P Gabrielsson, R König, U Johansson
Applications of Evolutionary Computation: 16th European Conference …, 2013
102013
Towards a unified view on concept description
C Sönströd, U Johansson
2007 International Conference on Data Mining, DMIN, 2007
102007
Accurate and interpretable regression trees using oracle coaching
U Johansson, C Sönströd, R König
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
92014
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