Follow
Henrik Linusson
Henrik Linusson
Ekkono Solutions AB
Verified email at ekkono.ai
Title
Cited by
Cited by
Year
Regression conformal prediction with random forests
U Johansson, H Boström, T Löfström, H Linusson
Machine learning 97, 155-176, 2014
1562014
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
592017
Accelerating difficulty estimation for conformal regression forests
H Boström, H Linusson, T Löfström, U Johansson
Annals of Mathematics and Artificial Intelligence 81, 125-144, 2017
512017
Interpretable regression trees using conformal prediction
U Johansson, H Linusson, T Löfström, H Boström
Expert systems with applications 97, 394-404, 2018
362018
Bias reduction through conditional conformal prediction
T Löfström, H Boström, H Linusson, U Johansson
Intelligent Data Analysis 19 (6), 1355-1375, 2015
272015
Efficient conformal predictor ensembles
H Linusson, U Johansson, H Boström
Neurocomputing 397, 266-278, 2020
262020
Efficiency comparison of unstable transductive and inductive conformal classifiers
H Linusson, U Johansson, H Boström, T Löfström
Artificial Intelligence Applications and Innovations: AIAI 2014 Workshops …, 2014
262014
Multi-output random forests
H Linusson
University of Borås/School of Business and IT, 2013
252013
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
192015
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
182015
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
162017
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
162014
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
142018
Classification with reject option using conformal prediction
H Linusson, U Johansson, H Boström, T Löfström
Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018
132018
Signed-error conformal regression
H Linusson, U Johansson, T Löfström
Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014
122014
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
102016
Nonconformity measures and ensemble strategies: An analysis of conformal predictor efficiency and validity
H Linusson
Department of Computer and Systems Sciences, Stockholm University, 2021
92021
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
92019
Evaluation of a variance-based nonconformity measure for regression forests
H Boström, H Linusson, T Löfström, U Johansson
Conformal and Probabilistic Prediction with Applications: 5th International …, 2016
92016
Green Accelerated Hoeffding Tree
E Garcia-Martin, A Bifet, N Lavesson, R König, H Linusson
arXiv preprint arXiv:2205.03184, 2022
72022
The system can't perform the operation now. Try again later.
Articles 1–20