Abdallah Alabdallah

According to our database, Abdallah Alabdallah authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Towards Trustworthy Survival Analysis with Machine Learning Models

Abdallah Alabdallah

PhD thesis, 2025

2024

CoxSE: Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis.

Abdallah Alabdallah, Omar Hamed, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Sepideh Pashami

CoRR, 2024

The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models.

Abdallah Alabdallah, Mattias Ohlsson, Sepideh Pashami, Thorsteinn S. Rögnvaldsson

Artif. Intell. Medicine, 2024

Understanding Survival Models Through Counterfactual Explanations.

Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa

Proceedings of the Computational Science - ICCS 2024, 2024

Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks.

Mohammed Ghaith Altarabichi, Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Slawomir Nowaczyk, Mattias Ohlsson

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Heterogeneous Federated Learning via Personalized Generative Networks.

Zahra Taghiyarrenani, Abdallah Alabdallah, Slawomir Nowaczyk, Sepideh Pashami

CoRR, 2023

Explainable Predictive Maintenance.

Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed-Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama

CoRR, 2023

2022

SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP.

Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Mattias Ohlsson

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022