| Regression conformal prediction with random forests U Johansson, H Boström, T Löfström, H Linusson Machine learning 97 (1), 155-176, 2014 | 88 | 2014 |
| Conformal Prediction Using Decision Trees T Johansson, Ulf, Boström, Henrik, Löfström International Conforence on Data Mining - ICDM, 330-339, 2013 | 48* | 2013 |
| Accelerating difficulty estimation for conformal regression forests H Boström, H Linusson, T Löfström, U Johansson Annals of Mathematics and Artificial Intelligence 81 (1), 125-144, 2017 | 36 | 2017 |
| 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 | 35 | 2017 |
| 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 | 28 | 2007 |
| 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 | 25 | 2006 |
| Interpretable regression trees using conformal prediction U Johansson, H Linusson, T Löfström, H Boström Expert systems with applications 97, 394-404, 2018 | 23 | 2018 |
| 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 | 21 | 2008 |
| 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 | 21 | 2006 |
| Bias reduction through conditional conformal prediction T Löfström, H Boström, H Linusson, U Johansson Intelligent Data Analysis 19 (6), 1355-1375, 2015 | 20 | 2015 |
| Efficiency comparison of unstable transductive and inductive conformal classifiers H Linusson, U Johansson, H Boström, T Löfström IFIP International Conference on Artificial Intelligence Applications and …, 2014 | 19 | 2014 |
| Evolved decision trees as conformal predictors U Johansson, R König, T Löfström, H Boström 2013 IEEE Congress on Evolutionary Computation, 1794-1801, 2013 | 19 | 2013 |
| 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 | 15 | 2013 |
| Ensemble member selection using multi-objective optimization T Lofstrom, U Johansson, H Bostrom 2009 IEEE Symposium on Computational Intelligence and Data Mining, 245-251, 2009 | 15 | 2009 |
| 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 | 15 | 2006 |
| Model-agnostic nonconformity functions for conformal classification U Johansson, H Linusson, T Löfström, H Boström 2017 International Joint Conference on Neural Networks (IJCNN), 2072-2079, 2017 | 12 | 2017 |
| Obtaining accurate neural network ensembles U Johansson, T Lofstrom, L Niklasson International Conference on Computational Intelligence for Modelling …, 2005 | 12 | 2005 |
| On Effectively Creating Ensembles of Classifiers: Studies on Creation Strategies, Diversity and Predicting with Confidence T Löfström Computer and System Sciences, Stockholm University, 2015 | 11 | 2015 |
| One tree to explain them all U Johansson, C Sönströd, T Löfström 2011 IEEE Congress of Evolutionary Computation (CEC), 1444-1451, 2011 | 11 | 2011 |
| Effective utilization of data in inductive conformal prediction T Löfström, U Johansson, H Boström International Joint Conference on Neural Networks, Dallas, TX, USA, August 4 …, 2013 | 10 | 2013 |
Ulf JohanssonProfessor of Computer Science, Jönköping UniversityVerified email at ju.se
