Tuve Löfström
Tuve Löfström
Jönköping School of Technology
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
602014
Conformal Prediction Using Decision Trees
T Johansson, Ulf, Boström, Henrik, Löfström
International Conforence on Data Mining - ICDM, 330-339, 2013
40*2013
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
242007
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
222017
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
222006
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
212017
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
192013
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
192008
Interpretable regression trees using conformal prediction
U Johansson, H Linusson, T Löfström, H Boström
Expert systems with applications 97, 394-404, 2018
162018
Evolved decision trees as conformal predictors
U Johansson, R König, T Löfström, H Boström
2013 IEEE Congress on Evolutionary Computation, 1794-1801, 2013
162013
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
162006
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
142014
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
142009
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
142006
Bias reduction through conditional conformal prediction
T Löfström, H Boström, H Linusson, U Johansson
Intelligent Data Analysis 19 (6), 1355-1375, 2015
132015
Obtaining accurate neural network ensembles
U Johansson, T Lofstrom, L Niklasson
International Conference on Computational Intelligence for Modelling …, 2005
112005
Professional emergency responders and unorganized volunteers: incident sites as meeting places
R Johansson
Mid Sweden University, 2013
102013
Evaluating ensembles on QSAR classification
U Johansson, T Löfström, U Norinder
3rd Skövde Workshop on Information Fusion Topics, 2009
102009
One tree to explain them all
U Johansson, C Sönströd, T Löfström
2011 IEEE Congress of Evolutionary Computation (CEC), 1444-1451, 2011
92011
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
92010
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