Henrik Linusson
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
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
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
Interpretable regression trees using conformal prediction
U Johansson, H Linusson, T Löfström, H Boström
Expert systems with applications 97, 394-404, 2018
162018
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
Bias reduction through conditional conformal prediction
T Löfström, H Boström, H Linusson, U Johansson
Intelligent Data Analysis 19 (6), 1355-1375, 2015
132015
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
112014
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
102015
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
92015
Efficient Venn predictors using random forests
U Johansson, T Löfström, H Linusson, H Boström
Machine Learning 108 (3), 535-550, 2019
72019
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
72019
Multi-output random forests
H Linusson
University of Borås/School of Business and IT, 2013
62013
Venn predictors for well-calibrated probability estimation trees
U Johansson, T Löfström, H Sundell, H Linusson, A Gidenstam, ...
Proceedings of the Seventh Workshop on Conformal and Probabilistic …, 2018
52018
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
52017
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
52016
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
52016
Efficient conformal regressors using bagged neural nets
U Johansson, C Sönströd, H Linusson
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
42015
Signed-error conformal regression
H Linusson, U Johansson, T Löfström
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 224-236, 2014
32014
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
22018
Using conformal prediction to prioritize compound synthesis in drug discovery
E Ahlberg, S Winiwarter, H Boström, H Linusson, T Löfström, U Norinder, ...
The 6th Symposium on Conformal and Probabilistic Prediction with …, 2017
22017
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