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Henrik Linusson
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Regression conformal prediction with random forests
U Johansson, H Boström, T Löfström, H Linusson
Machine learning 97 (1), 155-176, 2014
882014
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
362017
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
352017
Interpretable regression trees using conformal prediction
U Johansson, H Linusson, T Löfström, H Boström
Expert systems with applications 97, 394-404, 2018
232018
Bias reduction through conditional conformal prediction
T Löfström, H Boström, H Linusson, U Johansson
Intelligent Data Analysis 19 (6), 1355-1375, 2015
202015
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
192014
Regression trees for streaming data with local performance guarantees
U Johansson, C Sönströd, H Linusson, H Boström
2014 IEEE International Conference on Big Data (Big Data), 461-470, 2014
142014
Modifications to p-values of conformal predictors
L Carlsson, E Ahlberg, H Boström, U Johansson, H Linusson
International Symposium on Statistical Learning and Data Sciences, 251-259, 2015
132015
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
122017
Handling small calibration sets in mondrian inductive conformal regressors
U Johansson, E Ahlberg, H Boström, L Carlsson, H Linusson, C Sönströd
International Symposium on Statistical Learning and Data Sciences, 271-280, 2015
122015
Multi-output random forests
H Linusson
University of Borås/School of Business and IT, 2013
122013
Efficient conformal predictor ensembles
H Linusson, U Johansson, H Boström
Neurocomputing 397, 266-278, 2020
112020
Reliable confidence predictions using conformal prediction
H Linusson, U Johansson, H Boström, T Löfström
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 77-88, 2016
92016
Signed-error conformal regression
H Linusson, U Johansson, T Löfström
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 224-236, 2014
92014
Accurate Hit Estimation for Iterative Screening Using Venn–ABERS Predictors
R Buendia, T Kogej, O Engkvist, L Carlsson, H Linusson, U Johansson, ...
Journal of Chemical Information and Modeling 59 (3), 1230-1237, 2019
82019
Venn predictors for well-calibrated probability estimation trees
U Johansson, T Löfström, H Sundell, H Linusson, A Gidenstam, ...
Conformal and Probabilistic Prediction and Applications, 3-14, 2018
72018
Evaluation of a variance-based nonconformity measure for regression forests
H Boström, H Linusson, T Löfström, U Johansson
Symposium on Conformal and Probabilistic Prediction with Applications, 75-89, 2016
72016
Efficient Venn predictors using random forests
U Johansson, T Löfström, H Linusson, H Boström
Machine Learning 108 (3), 535-550, 2019
62019
Efficient conformal regressors using bagged neural nets
U Johansson, C Sönströd, H Linusson
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
52015
Classification with reject option using conformal prediction
H Linusson, U Johansson, H Boström, T Löfström
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 94-105, 2018
42018
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