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ORCIDHenrik Linusson
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Books and Theses
- 2021
[b1]Henrik Linusson:
Nonconformity Measures and Ensemble Strategies: An Analysis of Conformal Predictor Efficiency and Validity. Stockholm University, Sweden, 2021
Journal Articles
- 2020
- [j7]Henrik Linusson, Ulf Johansson, Henrik Boström:
Efficient conformal predictor ensembles. Neurocomputing 397: 266-278 (2020) - 2019
- [j6]Rubén Buendía, Thierry Kogej, Ola Engkvist
, Lars Carlsson, Henrik Linusson, Ulf Johansson, Paolo Toccaceli, Ernst Ahlberg:
Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors. J. Chem. Inf. Model. 59(3): 1230-1237 (2019) - [j5]Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström:
Efficient Venn predictors using random forests. Mach. Learn. 108(3): 535-550 (2019) - 2018
- [j4]Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström:
Interpretable regression trees using conformal prediction. Expert Syst. Appl. 97: 394-404 (2018) - 2017
- [j3]Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson:
Accelerating difficulty estimation for conformal regression forests. Ann. Math. Artif. Intell. 81(1-2): 125-144 (2017) - 2015
- [j2]Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson:
Bias reduction through conditional conformal prediction. Intell. Data Anal. 19(6): 1355-1375 (2015) - 2014
- [j1]Ulf Johansson, Henrik Boström, Tuve Löfström, Henrik Linusson:
Regression conformal prediction with random forests. Mach. Learn. 97(1-2): 155-176 (2014)
Conference and Workshop Papers
- 2023
- [c16]Henrik Boström, Henrik Linusson, Anders Vesterberg:
Mondrian Predictive Systems for Censored Data. COPA 2023: 399-412 - 2018
- [c15]Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström:
Venn predictors for well-calibrated probability estimation trees. COPA 2018: 3-14 - [c14]Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström:
Classification with Reject Option Using Conformal Prediction. PAKDD (1) 2018: 94-105 - 2017
- [c13]Henrik Linusson, Ulf Norinder, Henrik Boström, Ulf Johansson, Tuve Löfström:
On the Calibration of Aggregated Conformal Predictors. COPA 2017: 154-173 - [c12]Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson:
Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery. COPA 2017: 174-184 - [c11]Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström:
Model-agnostic nonconformity functions for conformal classification. IJCNN 2017: 2072-2079 - 2016
- [c10]Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson:
Evaluation of a Variance-Based Nonconformity Measure for Regression Forests. COPA 2016: 75-89 - [c9]Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström:
Reliable Confidence Predictions Using Conformal Prediction. PAKDD (1) 2016: 77-88 - 2015
- [c8]Ulf Johansson, Cecilia Sönströd, Henrik Linusson:
Efficient conformal regressors using bagged neural nets. IJCNN 2015: 1-8 - [c7]Tuve Löfström, Jing Zhao, Henrik Linusson, Karl Jansson:
Predicting Adverse Drug Events with Confidence. SCAI 2015: 88-97 - [c6]Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson:
Modifications to p-Values of Conformal Predictors. SLDS 2015: 251-259 - [c5]Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd:
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS 2015: 271-280 - 2014
- [c4]Ulf Johansson, Cecilia Sönströd, Henrik Linusson, Henrik Boström:
Regression trees for streaming data with local performance guarantees. IEEE BigData 2014: 461-470 - [c3]Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström:
Efficiency Comparison of Unstable Transductive and Inductive Conformal Classifiers. AIAI Workshops 2014: 261-270 - [c2]Ulf Johansson, Rikard König, Henrik Linusson, Tuve Löfström, Henrik Boström:
Rule Extraction with Guaranteed Fidelity. AIAI Workshops 2014: 281-290 - [c1]Henrik Linusson, Ulf Johansson, Tuve Löfström:
Signed-Error Conformal Regression. PAKDD (1) 2014: 224-236
Informal and Other Publications
- 2022
- [i1]Eva García-Martín, Albert Bifet, Niklas Lavesson, Rikard König, Henrik Linusson:
Green Accelerated Hoeffding Tree. CoRR abs/2205.03184 (2022)
Coauthor Index
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