Henrik Linusson

25 papers B 2Journal 8Unranked 14
YearRankTypeTitle / Venue / Authors
2023 — conf
Mondrian Predictive Systems for Censored Data.
COPA
Henrik Boström, Henrik Linusson, Anders Vesterberg
2022 J jnl
Green Accelerated Hoeffding Tree.
CoRR
Eva García-Martín, Albert Bifet, Niklas Lavesson, Rikard König, Henrik Linusson
2021 — —
Nonconformity Measures and Ensemble Strategies: An Analysis of Conformal Predictor Efficiency and Validity.
Henrik Linusson
2020 J jnl
Efficient conformal predictor ensembles.
Neurocomputing
Henrik Linusson, Ulf Johansson, Henrik Boström
2019 J jnl
Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors.
J. Chem. Inf. Model.
Rubén Buendía, Thierry Kogej, Ola Engkvist, Lars Carlsson, Henrik Linusson, Ulf Johansson, Paolo Toccaceli, Ernst Ahlberg
2019 J jnl
Efficient Venn predictors using random forests.
Mach. Learn.
Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström
2018 — conf
Classification with Reject Option Using Conformal Prediction.
PAKDD (1)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
2018 J jnl
Interpretable regression trees using conformal prediction.
Expert Syst. Appl.
Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström
2018 — conf
Venn predictors for well-calibrated probability estimation trees.
COPA
Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström
2017 J jnl
Accelerating difficulty estimation for conformal regression forests.
Ann. Math. Artif. Intell.
Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson
2017 B conf
Model-agnostic nonconformity functions for conformal classification.
IJCNN
Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström
2017 — conf
On the Calibration of Aggregated Conformal Predictors.
COPA
Henrik Linusson, Ulf Norinder, Henrik Boström, Ulf Johansson, Tuve Löfström
2017 — conf
Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery.
COPA
Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson
2016 — conf
Evaluation of a Variance-Based Nonconformity Measure for Regression Forests.
COPA
Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson
2016 — conf
Reliable Confidence Predictions Using Conformal Prediction.
PAKDD (1)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
2015 J jnl
Bias reduction through conditional conformal prediction.
Intell. Data Anal.
Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson
2015 B conf
Efficient conformal regressors using bagged neural nets.
IJCNN
Ulf Johansson, Cecilia Sönströd, Henrik Linusson
2015 — conf
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors.
SLDS
Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd
2015 — conf
Modifications to p-Values of Conformal Predictors.
SLDS
Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson
2015 — conf
Predicting Adverse Drug Events with Confidence.
SCAI
Tuve Löfström, Jing Zhao, Henrik Linusson, Karl Jansson
2014 — conf
Efficiency Comparison of Unstable Transductive and Inductive Conformal Classifiers.
AIAI (Workshops)
Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström
2014 J jnl
Regression conformal prediction with random forests.
Mach. Learn.
Ulf Johansson, Henrik Boström, Tuve Löfström, Henrik Linusson
2014 — conf
Regression trees for streaming data with local performance guarantees.
IEEE BigData
Ulf Johansson, Cecilia Sönströd, Henrik Linusson, Henrik Boström
2014 — conf
Rule Extraction with Guaranteed Fidelity.
AIAI (Workshops)
Ulf Johansson, Rikard König, Henrik Linusson, Tuve Löfström, Henrik Boström
2014 — conf
Signed-Error Conformal Regression.
PAKDD (1)
Henrik Linusson, Ulf Johansson, Tuve Löfström