Henrik Linusson

According to our database, Henrik Linusson authored at least 25 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Mondrian Predictive Systems for Censored Data.

Henrik Boström, Henrik Linusson, Anders Vesterberg

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2022

Green Accelerated Hoeffding Tree.

Eva García-Martín, Albert Bifet, Niklas Lavesson, Rikard König, Henrik Linusson

CoRR, 2022

2021

Nonconformity Measures and Ensemble Strategies: An Analysis of Conformal Predictor Efficiency and Validity.

Henrik Linusson

PhD thesis, 2021

2020

Efficient conformal predictor ensembles.

Henrik Linusson, Ulf Johansson, Henrik Boström

Neurocomputing, 2020

2019

Efficient Venn predictors using random forests.

Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström

Mach. Learn., 2019

Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors.

Rubén Buendía, Thierry Kogej, Ola Engkvist, Lars Carlsson, Henrik Linusson, Ulf Johansson, Paolo Toccaceli, Ernst Ahlberg

J. Chem. Inf. Model., 2019

2018

Interpretable regression trees using conformal prediction.

Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström

Expert Syst. Appl., 2018

Classification with Reject Option Using Conformal Prediction.

Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Venn predictors for well-calibrated probability estimation trees.

Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018

2017

Accelerating difficulty estimation for conformal regression forests.

Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson

Ann. Math. Artif. Intell., 2017

Model-agnostic nonconformity functions for conformal classification.

Ulf Johansson, Henrik Linusson, Tuve Löfström, Henrik Boström

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

On the Calibration of Aggregated Conformal Predictors.

Henrik Linusson, Ulf Norinder, Henrik Boström, Ulf Johansson, Tuve Löfström

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery.

Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

2016

Reliable Confidence Predictions Using Conformal Prediction.

Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Evaluation of a Variance-Based Nonconformity Measure for Regression Forests.

Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2016

2015

Bias reduction through conditional conformal prediction.

Tuve Löfström, Henrik Boström, Henrik Linusson, Ulf Johansson

Intell. Data Anal., 2015

Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors.

Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Modifications to p-Values of Conformal Predictors.

Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson

Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Predicting Adverse Drug Events with Confidence.

Tuve Löfström, Jing Zhao, Henrik Linusson, Karl Jansson

Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015

Efficient conformal regressors using bagged neural nets.

Ulf Johansson, Cecilia Sönströd, Henrik Linusson

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Regression conformal prediction with random forests.

Ulf Johansson, Henrik Boström, Tuve Löfström, Henrik Linusson

Mach. Learn., 2014

Signed-Error Conformal Regression.

Henrik Linusson, Ulf Johansson, Tuve Löfström

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Efficiency Comparison of Unstable Transductive and Inductive Conformal Classifiers.

Henrik Linusson, Ulf Johansson, Henrik Boström, Tuve Löfström

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Rule Extraction with Guaranteed Fidelity.

Ulf Johansson, Rikard König, Henrik Linusson, Tuve Löfström, Henrik Boström

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Regression trees for streaming data with local performance guarantees.

Ulf Johansson, Cecilia Sönströd, Henrik Linusson, Henrik Boström

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014