Jonathan Rebane

13 papers A* 1B 3Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2022 J jnl
Achieving a Data-Driven Risk Assessment Methodology for Ethical AI.
Digit. Soc.
Anna Felländer, Jonathan Rebane, Stefan Larsson, Mattias Wiggberg, Fredrik Heintz
2022 — —
Learning from Complex Medical Data Sources.
Jonathan Rebane
2021 J jnl
Achieving a Data-driven Risk Assessment Methodology for Ethical AI.
CoRR
Anna Felländer, Jonathan Rebane, Stefan Larsson, Mattias Wiggberg, Fredrik Heintz
2021 B conf
Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions.
CBMS
Jonathan Rebane, Isak Samsten, Panteleimon Pantelidis, Panagiotis Papapetrou
2021 J jnl
SMILE: a feature-based temporal abstraction framework for event-interval sequence classification.
Data Min. Knowl. Discov.
Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou
2020 J jnl
Exploiting complex medical data with interpretable deep learning for adverse drug event prediction.
Artif. Intell. Medicine
Jonathan Rebane, Isak Samsten, Panagiotis Papapetrou
2020 J jnl
Locally and globally explainable time series tweaking.
Knowl. Inf. Syst.
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2020 B conf
Mining Disproportional Frequent Arrangements of Event Intervals for Investigating Adverse Drug Events.
CBMS
Zed Lee, Jonathan Rebane, Panagiotis Papapetrou
2019 J jnl
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records.
BMC Medical Informatics Decis. Mak.
Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou
2019 B conf
An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction.
CBMS
Jonathan Rebane, Isak Karlsson, Panagiotis Papapetrou
2018 A* conf
Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations.
ICDM
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018 J jnl
Explainable time series tweaking via irreversible and reversible temporal transformations.
CoRR
Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018 — conf
Humans Construct Survey Estimates on the Fly from a Compartmentalised Representation of the Navigated Environment.
Spatial Cognition
Tobias Meilinger, Agnes Henson, Jonathan Rebane, Heinrich H. Bülthoff, Hanspeter A. Mallot