Amin Nayebi
Orcid: 0000-0002-0656-6748
According to our database1,
Amin Nayebi
authored at least 7 papers
between 2019 and 2023.
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Bibliography
2023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values.
J. Biomed. Informatics, August, 2023
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.
J. Biomed. Informatics, 2023
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
CoRR, 2023
A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping.
CoRR, 2023
2022
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
Proceedings of the AMIA 2022, 2022
2021
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2019
Proceedings of the 36th International Conference on Machine Learning, 2019