Ulf Johansson
Ulf Johansson
Professor of Computer Science, Jönköping University
Verified email at ju.se
Title
Cited by
Cited by
Year
Regression conformal prediction with random forests
U Johansson, H Boström, T Löfström, H Linusson
Machine learning 97 (1-2), 155-176, 2014
732014
Accuracy vs. comprehensibility in data mining models
U Johansson, L Niklasson, R König
Proceedings of the seventh international conference on information fusion 1 …, 2004
572004
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
552003
The Truth is In There-Rule Extraction from Opaque Models Using Genetic Programming.
U Johansson, R König, L Niklasson
FLAIRS Conference, 658-663, 2004
522004
Evolving decision trees using oracle guides
U Johansson, L Niklasson
2009 IEEE Symposium on Computational Intelligence and Data Mining, 238-244, 2009
512009
Trade-off between accuracy and interpretability for predictive in silico modeling
U Johansson, C Sönströd, U Norinder, H Boström
Future 3 (6), 647-663, 2011
482011
Conformal Prediction Using Decision Trees
U Johansson, H Boström, T Löfström
International Conference Data Mining (ICDM), 2013
452013
On the calibration of aggregated conformal predictors
H Linusson, U Norinder, H Boström, U Johansson, T Löfström
Conformal and probabilistic prediction and applications, 154-173, 2017
312017
Obtaining accurate and comprehensible data mining models: An evolutionary approach
U Johansson
Institute of Technology, Linköping University, 2007
312007
Accelerating difficulty estimation for conformal regression forests
H Boström, H Linusson, T Löfström, U Johansson
Annals of Mathematics and Artificial Intelligence 81 (1-2), 125-144, 2017
282017
The importance of diversity in neural network ensembles-an empirical investigation
U Johansson, T Lofstrom, L Niklasson
2007 International Joint Conference on Neural Networks, 661-666, 2007
272007
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
262006
Effective utilization of data in inductive conformal prediction using ensembles of neural networks
T Löfström, U Johansson, H Boström
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
24*2013
Interpretable regression trees using conformal prediction
U Johansson, H Linusson, T Löfström, H Boström
Expert systems with applications 97, 394-404, 2018
222018
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
222008
On the use of accuracy and diversity measures for evaluating and selecting ensembles of classifiers
T Löfström, U Johansson, H Boström
2008 Seventh International Conference on Machine Learning and Applications …, 2008
202008
Evolved decision trees as conformal predictors
U Johansson, R König, T Löfström, H Boström
2013 IEEE Congress on Evolutionary Computation, 1794-1801, 2013
192013
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
192006
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
192005
Neural networks mine for gold at the greyhound racetrack
U Johansson, C Sonstrod
Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003
192003
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