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Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.

R. Mochaourab, A. Venkitaraman, I. Samsten, P. Papapetrou, and C. Rojas. IEEE Signal Process. Mag., 39 (4): 119-129 (2022)

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Isak Heilbronn

Isak Behar

Jako Isakoff

Malin Isaksson

Heinrich Isak

Other publications of authors with the same name

Distributional Data Augmentation Methods for Low Resource Language.M. Mahamud, Z. Lee, and I. Samsten. CoRR, (2023)Learning Time Series Counterfactuals via Latent Space Representations.Z. Wang, I. Samsten, R. Mochaourab, and P. Papapetrou. DS, volume 12986 of Lecture Notes in Computer Science, page 369-384. Springer, (2021)Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.R. Mochaourab, A. Venkitaraman, I. Samsten, P. Papapetrou, and C. Rojas. IEEE Signal Process. Mag., 39 (4): 119-129 (2022)Exploiting complex medical data with interpretable deep learning for adverse drug event prediction.J. Rebane, I. Samsten, and P. Papapetrou. Artif. Intell. Medicine, (2020)Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients.Z. Wang, I. Samsten, and P. Papapetrou. AIME, volume 12721 of Lecture Notes in Computer Science, page 338-348. Springer, (2021)Example-Based Feature Tweaking Using Random Forests.T. Lindgren, P. Papapetrou, I. Samsten, and L. Asker. IRI, page 53-60. IEEE, (2019)Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions.J. Rebane, I. Samsten, P. Pantelidis, and P. Papapetrou. CBMS, page 235-240. IEEE, (2021)Castor: Competing shapelets for fast and accurate time series classification.I. Samsten, and Z. Lee. CoRR, (2024)Corporate governance performance ratings with machine learning.J. Svanberg, T. Ardeshiri, I. Samsten, P. Öhman, P. Neidermeyer, T. Rana, N. Semenova, and M. Danielson. Intell. Syst. Account. Finance Manag., 29 (1): 50-68 (2022)Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients.Z. Wang, I. Samsten, V. Kougia, and P. Papapetrou. Artif. Intell. Medicine, (January 2023)

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Disambiguation of "Samsten, Isak"

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Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.

Please choose a person to relate this publication to

Isak Heilbronn

Isak Behar

Jako Isakoff

Malin Isaksson

Heinrich Isak

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Samsten, Isak"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.

Please choose a person to relate this publication to

Isak Heilbronn

Isak Behar

Jako Isakoff

Malin Isaksson

Heinrich Isak

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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MSOffice XML

Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective.