Isak Samsten

16 papers A* 1B 4Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Addressing the Exception Prioritization Problem in Continuous Auditing Systems With Thresholding.
Intell. Syst. Account. Finance Manag.
Jan Svanberg, Peter Öhman, Isak Samsten, Presha E. Neidermeyer, Tarek Rana, Mats Danielson
2024 B conf
COMET: Constrained Counterfactual Explanations for Patient Glucose Multivariate Forecasting.
CBMS
Zhendong Wang, Isak Samsten, Ioanna Miliou, Panagiotis Papapetrou
2024 J jnl
Castor: Competing shapelets for fast and accurate time series classification.
CoRR
Isak Samsten, Zed Lee
2024 J jnl
Glacier: guided locally constrained counterfactual explanations for time series classification.
Mach. Learn.
Zhendong Wang, Isak Samsten, Ioanna Miliou, Rami Mochaourab, Panagiotis Papapetrou
2023 J jnl
Code quality assessment using transformers.
CoRR
Mosleh Mahamud, Isak Samsten
2023 A* conf
Counterfactual Explanations for Time Series Forecasting.
ICDM
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023 J jnl
Counterfactual Explanations for Time Series Forecasting.
CoRR
Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023 J jnl
Distributional Data Augmentation Methods for Low Resource Language.
CoRR
Mosleh Mahamud, Zed Lee, Isak Samsten
2023 J jnl
Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients.
Artif. Intell. Medicine
Zhendong Wang, Isak Samsten, Vasiliki Kougia, Panagiotis Papapetrou
2022 J jnl
Corporate governance performance ratings with machine learning.
Intell. Syst. Account. Finance Manag.
Jan Svanberg, Tohid Ardeshiri, Isak Samsten, Peter Öhman, Presha E. Neidermeyer, Tarek Rana, Natalia Semenova, Mats Danielson
2022 J jnl
Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.
IEEE Signal Process. Mag.
Rami Mochaourab, Arun Venkitaraman, Isak Samsten, Panagiotis Papapetrou, Cristian R. Rojas
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 B conf
Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients.
AIME
Zhendong Wang, Isak Samsten, Panagiotis Papapetrou
2021 B conf
Learning Time Series Counterfactuals via Latent Space Representations.
DS
Zhendong Wang, Isak Samsten, Rami Mochaourab, 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
2019 Misc conf
Example-Based Feature Tweaking Using Random Forests.
IRI
Tony Lindgren, Panagiotis Papapetrou, Isak Samsten, Lars Asker