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Abdallah Alabdallah
Abdallah Alabdallah
PhD Student, Halmstad University
Verified email at hh.se
Title
Cited by
Cited by
Year
Explainable predictive maintenance
S Pashami, S Nowaczyk, Y Fan, J Jakubowski, N Paiva, N Davari, ...
arXiv preprint arXiv:2306.05120, 2023
82023
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models
A Alabdallah, M Ohlsson, S Pashami, T Rögnvaldsson
Artificial Intelligence in Medicine 148, 102781, 2024
62024
SurvSHAP: a proxy-based algorithm for explaining survival models with SHAP
A Alabdallah, S Pashami, T Rögnvaldsson, M Ohlsson
2022 IEEE 9th international conference on data science and advanced …, 2022
52022
Discovering Premature Replacements in Predictive Maintenance Time-to-Event Data
A Alabdallah, T Rognvaldsson, Y Fan, S Pashami, M Ohlsson
PHM Society Asia-Pacific Conference 4, 2023
12023
Improving Concordance Index in Regression-based Survival Analysis: Discovery of Loss Function for Neural Networks
MG Altarabichi, A Alabdallah, S Pashami, M Ohlsson, T Rögnvaldsson, ...
The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD …, 2024
2024
Heterogeneous Federated Learning via Personalized Generative Networks
Z Taghiyarrenani, A Alabdallah, S Nowaczyk, S Pashami
arXiv preprint arXiv:2308.13265, 2023
2023
Machine Learning Survival Models: Performance and Explainability
A Alabdallah
Halmstad University Press, 2023
2023
Understanding Survival Models through Counterfactual Explanations
A Alabdallah, J Jakubowski, S Pashami, S Bobek, M Ohlsson, ...
2023
Human Understandable Interpretation of Deep Neural Networks Decisions Using Generative Models
A Alabdallah
2019
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Articles 1–9